From eddf95595b319c56e4b67894794ee96ec63fc197 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Wed, 17 Jan 2024 00:15:28 -0500 Subject: [PATCH 01/66] Add Remap Tensor HOST and HIP implementation --- include/rppt_tensor_geometric_augmentations.h | 21 + src/include/cpu/rpp_cpu_common.hpp | 17 + .../host_tensor_geometric_augmentations.hpp | 1 + src/modules/cpu/kernel/remap.hpp | 1917 +++++++++++++++++ .../hip_tensor_geometric_augmentations.hpp | 1 + src/modules/hip/kernel/remap.hpp | 515 +++++ .../rppt_tensor_geometric_augmentations.cpp | 211 ++ 7 files changed, 2683 insertions(+) create mode 100644 src/modules/cpu/kernel/remap.hpp create mode 100644 src/modules/hip/kernel/remap.hpp diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 1d089fd5b..97000d5a7 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -480,6 +480,27 @@ RppStatus rppt_slice_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppStatus rppt_slice_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/******************** remap ********************/ + +// Remap augmentation for a NCHW/NHWC layout tensor + +// *param[in] srcPtr source tensor memory +// *param[in] srcDesc source tensor descriptor +// *param[out] dstPtr destination tensor memory +// *param[in] dstDescPtr destination tensor descriptor +// *param[in] rowRemapTable Array of Rpp32u row numbers for every pixel in the input batch of images +// *param[in] colRemapTable Array of Rpp32u column numbers for every pixel in the input batch of images +// *param[in] interpolationType remap interpolation type +// *param[in] roiTensorSrc ROI data for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) +// *param[in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) +// *returns a RppStatus enumeration. +// *retval RPP_SUCCESS : No error, Succesful completion +// *retval RPP_ERROR : Error +RppStatus rppt_remap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *rowRemapTable, Rpp32f *colRemapTable, RpptDescPtr tableDescPtr, RpptInterpolationType interpolationType, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#ifdef GPU_SUPPORT +RppStatus rppt_remap_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *rowRemapTable, Rpp32f *colRemapTable, RpptDescPtr tableDescPtr, RpptInterpolationType interpolationType, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! @} */ diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 2499bc79d..5695c740b 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -5960,4 +5960,21 @@ inline void compute_sum_24_host(__m256d *p, __m256d *pSumR, __m256d *pSumG, __m2 pSumB[0] = _mm256_add_pd(_mm256_add_pd(p[4], p[5]), pSumB[0]); //add 8B values and bring it down to 4 } +inline void compute_remap_src_loc_sse(Rpp32f *rowRemapTablePtr, Rpp32f *colRemapTablePtr, Rpp32s *locArray, __m128 &pStride, __m128 &pWidthLimit, __m128 &pHeightLimit, const __m128 &pChannel = xmm_p1) +{ + __m128 pRowRemapVal = _mm_loadu_ps(rowRemapTablePtr); + pRowRemapVal = _mm_max_ps(_mm_min_ps(pRowRemapVal, pHeightLimit), xmm_p0); + __m128 pColRemapVal = _mm_loadu_ps(colRemapTablePtr); + pColRemapVal = _mm_max_ps(_mm_min_ps(pColRemapVal, pWidthLimit), xmm_p0); + __m128i pxRemappedSrcLoc = _mm_cvtps_epi32(_mm_fmadd_ps(pRowRemapVal, pStride, _mm_mul_ps(pColRemapVal, pChannel))); + _mm_storeu_si128((__m128i*) locArray, pxRemappedSrcLoc); +} + +inline void compute_remap_src_loc(Rpp32f rowLoc, Rpp32f colLoc, Rpp32s &srcLoc, Rpp32s stride, Rpp32f widthLimit, Rpp32f heightLimit, Rpp32s channels = 1) +{ + rowLoc = std::max(0.0f, std::min(rowLoc, heightLimit)); + colLoc = std::max(0.0f, std::min(colLoc, widthLimit)); + srcLoc = (rowLoc * stride) + colLoc * channels; +} + #endif //RPP_CPU_COMMON_H \ No newline at end of file diff --git a/src/modules/cpu/host_tensor_geometric_augmentations.hpp b/src/modules/cpu/host_tensor_geometric_augmentations.hpp index e8c2420f9..85d786f54 100644 --- a/src/modules/cpu/host_tensor_geometric_augmentations.hpp +++ b/src/modules/cpu/host_tensor_geometric_augmentations.hpp @@ -26,6 +26,7 @@ THE SOFTWARE. #include "kernel/crop.hpp" #include "kernel/crop_mirror_normalize.hpp" #include "kernel/flip.hpp" +#include "kernel/remap.hpp" #include "kernel/resize.hpp" #include "kernel/resize_mirror_normalize.hpp" #include "kernel/resize_crop_mirror.hpp" diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp new file mode 100644 index 000000000..b426b0211 --- /dev/null +++ b/src/modules/cpu/kernel/remap.hpp @@ -0,0 +1,1917 @@ +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +/************* NEAREST NEIGHBOR INTERPOLATION *************/ + +RppStatus remap_nn_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); + __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8u *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 4; + Rpp32s vectorIncrementPkd = 12; + Rpp32s remappedSrcLoc; + Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration + Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; + Rpp32f heightLimit = roi.xywhROI.roiHeight - 1; + __m128 pWidthLimit = _mm_set1_ps(widthLimit); + __m128 pHeightLimit = _mm_set1_ps(heightLimit); + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store12_u8pkd3_to_u8pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pxRow); + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); + *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); + *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow[3]; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrRowR, remapSrcLocArray, pxRow[0]); + rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrRowG, remapSrcLocArray, pxRow[1]); + rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrRowB, remapSrcLocArray, pxRow[2]); + rpp_simd_store(rpp_store12_u8pln3_to_u8pkd3, dstPtrTemp, pxRow); + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < 1; dstLocRow++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTemp, pxRow); + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + *dstPtrTemp++ = *(srcPtrChannel + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrChannel + 1 + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrChannel + 2 + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW for 1 channel and 3 channel) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp8u *srcPtrTempChn, *dstPtrTempChn; + srcPtrTempChn = srcPtrChannel; + dstPtrTempChn = dstPtrTemp; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + + for (int c = 0; c < dstDescPtr->c; c++) + { + __m128i pxRow; + rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrTempChn, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTempChn, pxRow); + srcPtrTempChn += srcDescPtr->strides.cStride; + dstPtrTempChn += dstDescPtr->strides.cStride; + } + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + Rpp8u * dstPtrTempChannel = dstPtrTemp; + Rpp8u * srcPtrTempChannel = srcPtrChannel; + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + for (int c = 0; c < dstDescPtr->c; c++) + { + *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); + dstPtrTempChannel += dstDescPtr->strides.cStride; + srcPtrTempChannel += srcDescPtr->strides.cStride; + } + dstPtrTemp++; + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus remap_nn_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); + __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 4; + Rpp32s vectorIncrementPkd = 12; + Rpp32s remappedSrcLoc; + Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration + Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; + Rpp32f heightLimit = roi.xywhROI.roiHeight - 1; + __m128 pWidthLimit = _mm_set1_ps(widthLimit); + __m128 pHeightLimit = _mm_set1_ps(heightLimit); + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128 pRow[3]; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_resize_nn_load_f32pkd3_to_f32pln3, srcPtrChannel, remapSrcLocArray, pRow); + rpp_simd_store(rpp_store12_f32pln3_to_f32pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pRow); + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); + *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); + *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128 pRow[4]; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrRowR, remapSrcLocArray, pRow[0]); + rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrRowG, remapSrcLocArray, pRow[1]); + rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrRowB, remapSrcLocArray, pRow[2]); + rpp_simd_store(rpp_store12_f32pln3_to_f32pkd3, dstPtrTemp, pRow); + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + __m128 pRow; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_load4_f32_to_f32, (srcPtrChannel + *remapSrcLocArray), &pRow); + rpp_simd_store(rpp_store4_f32_to_f32, dstPtrTemp, &pRow); + dstPtrTemp += 3; + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW for 1 channel and 3 channel) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f *srcPtrTempChn, *dstPtrTempChn; + srcPtrTempChn = srcPtrChannel; + dstPtrTempChn = dstPtrTemp; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + + for (int c = 0; c < dstDescPtr->c; c++) + { + __m128 pRow; + rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrTempChn, remapSrcLocArray, pRow); + rpp_simd_store(rpp_store4_f32_to_f32, dstPtrTempChn, &pRow); + srcPtrTempChn += srcDescPtr->strides.cStride; + dstPtrTempChn += dstDescPtr->strides.cStride; + } + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + Rpp32f * dstPtrTempChannel = dstPtrTemp; + Rpp32f * srcPtrTempChannel = srcPtrChannel; + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + for (int c = 0; c < dstDescPtr->c; c++) + { + *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); + dstPtrTempChannel += dstDescPtr->strides.cStride; + srcPtrTempChannel += srcDescPtr->strides.cStride; + } + dstPtrTemp++; + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus remap_nn_i8_i8_host_tensor(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); + __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8s *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 4; + Rpp32s vectorIncrementPkd = 12; + Rpp32s remappedSrcLoc; + Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration + Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; + Rpp32f heightLimit = roi.xywhROI.roiHeight - 1; + __m128 pWidthLimit = _mm_set1_ps(widthLimit); + __m128 pHeightLimit = _mm_set1_ps(heightLimit); + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store12_i8pkd3_to_i8pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pxRow); + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); + *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); + *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow[3]; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrRowR, remapSrcLocArray, pxRow[0]); + rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrRowG, remapSrcLocArray, pxRow[1]); + rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrRowB, remapSrcLocArray, pxRow[2]); + rpp_simd_store(rpp_store12_i8pln3_to_i8pkd3, dstPtrTemp, pxRow); + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i pxRow; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); + rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTemp, pxRow); + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + *dstPtrTemp++ = *(srcPtrChannel + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrChannel + 1 + remappedSrcLoc); + *dstPtrTemp++ = *(srcPtrChannel + 2 + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW for 1 channel and 3 channel) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp8s *srcPtrTempChn, *dstPtrTempChn; + srcPtrTempChn = srcPtrChannel; + dstPtrTempChn = dstPtrTemp; + compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); + + for (int c = 0; c < dstDescPtr->c; c++) + { + __m128i pxRow; + rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrTempChn, remapSrcLocArray, pxRow); + rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTempChn, pxRow); + srcPtrTempChn += srcDescPtr->strides.cStride; + dstPtrTempChn += dstDescPtr->strides.cStride; + } + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + Rpp8s * dstPtrTempChannel = dstPtrTemp; + Rpp8s * srcPtrTempChannel = srcPtrChannel; + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + for (int c = 0; c < dstDescPtr->c; c++) + { + *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); + dstPtrTempChannel += dstDescPtr->strides.cStride; + srcPtrTempChannel += srcDescPtr->strides.cStride; + } + dstPtrTemp++; + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus remap_nn_f16_f16_host_tensor(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); + __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp16f *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + + Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; + Rpp32f heightLimit = roi.xywhROI.roiHeight - 1; + // Remap with 3 channel inputs and outputs + if (srcDescPtr->c == 3 && dstDescPtr->c == 3) + { + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + Rpp16f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp16f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + Rpp32s remappedSrcLoc; + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, layoutParams.bufferMultiplier); + *dstPtrTempR = (Rpp16f)*(srcPtrRowR + remappedSrcLoc); + *dstPtrTempG = (Rpp16f)*(srcPtrRowG + remappedSrcLoc); + *dstPtrTempB = (Rpp16f)*(srcPtrRowB + remappedSrcLoc); + dstPtrTempR = dstPtrTempR + dstDescPtr->strides.wStride; + dstPtrTempG = dstPtrTempG + dstDescPtr->strides.wStride; + dstPtrTempB = dstPtrTempB + dstDescPtr->strides.wStride; + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with single channel inputs and outputs + else + { + Rpp16f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp16f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + Rpp32s remappedSrcLoc; + compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + *dstPtrTemp++ = (Rpp16f)*(srcPtrRow + remappedSrcLoc); + rowRemapTableTemp++; + colRemapTableTemp++; + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +/************* BILINEAR INTERPOLATION *************/ + +RppStatus remap_bilinear_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); + __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi, roiLTRB; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + compute_ltrb_from_xywh_host(&roi, &roiLTRB); + + Rpp8u *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage; + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 8; + Rpp32s vectorIncrementPkd = 24; + + __m256 pBilinearCoeffs[4]; + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pRoiLTRB[4]; + pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); + pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); + pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); + pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); + RpptBilinearNbhoodLocsVecLen8 srcLocs; + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_u8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_u8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[4], pDst; + compute_generic_bilinear_srclocs_1c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, pRoiLTRB); + rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store8_f32pln1_to_u8pln1_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus remap_bilinear_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); + __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi, roiLTRB; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + compute_ltrb_from_xywh_host(&roi, &roiLTRB); + + Rpp32f *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage; + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 8; + Rpp32s vectorIncrementPkd = 24; + + __m256 pBilinearCoeffs[4]; + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pRoiLTRB[4]; + pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); + pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); + pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); + pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); + RpptBilinearNbhoodLocsVecLen8 srcLocs; + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[4], pDst; + compute_generic_bilinear_srclocs_1c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, pRoiLTRB); + rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store8_f32pln1_to_f32pln1_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + + +RppStatus remap_bilinear_i8_i8_host_tensor(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); + __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi, roiLTRB; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + compute_ltrb_from_xywh_host(&roi, &roiLTRB); + + Rpp8s *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage; + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 8; + Rpp32s vectorIncrementPkd = 24; + + __m256 pBilinearCoeffs[4]; + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pRoiLTRB[4]; + pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); + pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); + pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); + pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); + RpptBilinearNbhoodLocsVecLen8 srcLocs; + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + compute_offset_i8_3c_avx(pDst); + rpp_simd_store(rpp_store24_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + compute_offset_i8_3c_avx(pDst); + rpp_simd_store(rpp_store24_f32pln3_to_i8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + compute_offset_i8_3c_avx(pDst); + rpp_simd_store(rpp_store24_f32pln3_to_i8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + compute_offset_i8_3c_avx(pDst); + rpp_simd_store(rpp_store24_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[4], pDst; + compute_generic_bilinear_srclocs_1c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, pRoiLTRB); + rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + compute_offset_i8_1c_avx(pDst); + rpp_simd_store(rpp_store8_f32pln1_to_i8pln1_avx, dstPtrTemp, pDst); // Store dst pixels + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus remap_bilinear_f16_f16_host_tensor(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); + __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + +omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi, roiLTRB; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + compute_ltrb_from_xywh_host(&roi, &roiLTRB); + + Rpp16f *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + srcPtrChannel = srcPtrImage; + dstPtrChannel = dstPtrImage; + + Rpp32f *rowRemapTableImage, *colRemapTableImage; + rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; + colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; + + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32s vectorIncrement = 8; + Rpp32s vectorIncrementPkd = 24; + + __m256 pBilinearCoeffs[4]; + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pRoiLTRB[4]; + pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); + pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); + pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); + pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); + RpptBilinearNbhoodLocsVecLen8 srcLocs; + + // Remap with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp16f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, pDst); // Store dst pixels + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp16f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp16f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + Rpp32f dstPtrTemp_ps[25]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, pDst); // Store dst pixels + for(int cnt = 0; cnt < vectorIncrementPkd; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp16f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) + { + Rpp16f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + Rpp32f dstPtrTemp_ps[25]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, true); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, pDst); // Store dst pixels + for(int cnt = 0; cnt < vectorIncrementPkd; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + dstPtrTemp += vectorIncrementPkd; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[12], pDst[3]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + compute_generic_bilinear_srclocs_3c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, srcDescPtr->c, pRoiLTRB, false); + rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, pDst); // Store dst pixels + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + dstPtrTempR += vectorIncrement; + dstPtrTempG += vectorIncrement; + dstPtrTempB += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + + // Remap without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *dstPtrRow; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *dstPtrTemp; + dstPtrTemp = dstPtrRow; + + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTableImage; + colRemapTableTemp = colRemapTableImage; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); + __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); + __m256 pSrc[4], pDst; + Rpp32f dstPtrTemp_ps[8]; + compute_generic_bilinear_srclocs_1c_avx(pSrcY, pSrcX, srcLocs, pBilinearCoeffs, pSrcStrideH, pxSrcStridesCHW, pRoiLTRB); + rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation + compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation + rpp_simd_store(rpp_store8_f32pln1_to_f32pln1_avx, dstPtrTemp_ps, pDst); // Store dst pixels + for(int cnt = 0; cnt < vectorIncrement; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrement; + colRemapTableTemp += vectorIncrement; + } + for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { + compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); + } + dstPtrRow += dstDescPtr->strides.hStride; + rowRemapTableImage += remapTableDescPtr->strides.hStride; + colRemapTableImage += remapTableDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/hip/hip_tensor_geometric_augmentations.hpp b/src/modules/hip/hip_tensor_geometric_augmentations.hpp index 15b1da469..ed920179d 100644 --- a/src/modules/hip/hip_tensor_geometric_augmentations.hpp +++ b/src/modules/hip/hip_tensor_geometric_augmentations.hpp @@ -27,6 +27,7 @@ THE SOFTWARE. #include "kernel/crop_mirror_normalize.hpp" #include "kernel/warp_affine.hpp" #include "kernel/flip.hpp" +#include "kernel/remap.hpp" #include "kernel/resize.hpp" #include "kernel/resize_mirror_normalize.hpp" #include "kernel/resize_crop_mirror.hpp" diff --git a/src/modules/hip/kernel/remap.hpp b/src/modules/hip/kernel/remap.hpp new file mode 100644 index 000000000..ce611bc90 --- /dev/null +++ b/src/modules/hip/kernel/remap.hpp @@ -0,0 +1,515 @@ +#include +#include "rpp_hip_common.hpp" + +__device__ float4 rpp_hip_load4(float *table, uint4 &tableValLoc) +{ + return make_float4(table[tableValLoc.x], table[tableValLoc.y], table[tableValLoc.z], table[tableValLoc.w]); +} + +__device__ void remap_srclocs_hip_compute(int4 *srcRoiPtr_i4, float *rowRemapTable, float *colRemapTable, int id_x, int id_y, int id_z, d_float16 *locSrc_f16) +{ + d_uint8 increment_ui8, locSrc_ui8; + + increment_ui8.ui4[0] = make_uint4(0, 1, 2, 3); + increment_ui8.ui4[1] = make_uint4(4, 5, 6, 7); + uint4 locSrc_ui4 = (uint4)(id_x); + locSrc_ui8.ui4[0] = locSrc_ui4 + increment_ui8.ui4[0]; + locSrc_ui8.ui4[1] = locSrc_ui4 + increment_ui8.ui4[1]; + + locSrc_f16->f8[0].f4[0] = rpp_hip_load4(colRemapTable, locSrc_ui8.ui4[0]); + locSrc_f16->f8[0].f4[1] = rpp_hip_load4(colRemapTable, locSrc_ui8.ui4[1]); + locSrc_f16->f8[1].f4[0] = rpp_hip_load4(rowRemapTable, locSrc_ui8.ui4[0]); + locSrc_f16->f8[1].f4[1] = rpp_hip_load4(rowRemapTable, locSrc_ui8.ui4[1]); +} + +// -------------------- Set 2 - Nearest Neighbor Interpolation -------------------- + +template +__global__ void remap_nearest_neighbor_pkd_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_nearest_neighbor_pkd3(srcPtr + srcIdx, srcStridesNH.y, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pkd3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +__global__ void remap_nearest_neighbor_pln_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float8 dst_f8; + rpp_hip_interpolate8_nearest_neighbor_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + if (channelsDst == 3) + { + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_interpolate8_nearest_neighbor_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_interpolate8_nearest_neighbor_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + } +} + +template +__global__ void remap_nearest_neighbor_pkd3_pln3_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_nearest_neighbor_pkd3(srcPtr + srcIdx, srcStridesNH.y, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pkd3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); +} + +template +__global__ void remap_nearest_neighbor_pln3_pkd3_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_nearest_neighbor_pln3(srcPtr + srcIdx, &srcStridesNCH, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +// -------------------- Set 2 - Bilinear Interpolation -------------------- + +template +__global__ void remap_bilinear_pkd_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_bilinear_pkd3(srcPtr + srcIdx, srcStridesNH.y, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pkd3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +__global__ void remap_bilinear_pln_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float8 dst_f8; + rpp_hip_interpolate8_bilinear_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + if (channelsDst == 3) + { + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_interpolate8_bilinear_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_interpolate8_bilinear_pln1(srcPtr + srcIdx, srcStridesNCH.z, &locSrc_f16, &srcRoi_i4, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + } +} + +template +__global__ void remap_bilinear_pkd3_pln3_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_bilinear_pkd3(srcPtr + srcIdx, srcStridesNH.y, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pkd3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); +} + +template +__global__ void remap_bilinear_pln3_pkd3_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); + + int4 srcRoi_i4 = *(int4 *)&roiTensorPtrSrc[id_z]; + float *rowRemapTableTemp = rowRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + float *colRemapTableTemp = colRemapTable + id_z * remapTableStridesNH.x + id_y * remapTableStridesNH.y; + + d_float16 locSrc_f16; + remap_srclocs_hip_compute(&srcRoi_i4, rowRemapTableTemp, colRemapTableTemp, id_x, id_y, id_z, &locSrc_f16); + + d_float24 dst_f24; + rpp_hip_interpolate24_bilinear_pln3(srcPtr + srcIdx, &srcStridesNCH, &locSrc_f16, &srcRoi_i4, &dst_f24); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +// -------------------- Set 3 - Kernel Executors -------------------- + +template +RppStatus hip_exec_remap_tensor(T *srcPtr, + RpptDescPtr srcDescPtr, + T *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr remapTableDescPtr, + RpptInterpolationType interpolationType, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + int localThreads_x = LOCAL_THREADS_X; + int localThreads_y = LOCAL_THREADS_Y; + int localThreads_z = LOCAL_THREADS_Z; + int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; + int globalThreads_y = dstDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + + if (interpolationType == RpptInterpolationType::NEAREST_NEIGHBOR) + { + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(remap_nearest_neighbor_pkd_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(remap_nearest_neighbor_pln_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + dstDescPtr->c, + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(remap_nearest_neighbor_pkd3_pln3_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + dstDescPtr->c, + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(remap_nearest_neighbor_pln3_pkd3_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + } + else if (interpolationType == RpptInterpolationType::BILINEAR) + { + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(remap_bilinear_pkd_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(remap_bilinear_pln_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + dstDescPtr->c, + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(remap_bilinear_pkd3_pln3_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + dstDescPtr->c, + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(remap_bilinear_pln3_pkd3_tensor, + dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), + dim3(localThreads_x, localThreads_y, localThreads_z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + make_uint2(dstDescPtr->w, dstDescPtr->h), + rowRemapTable, + colRemapTable, + make_uint2(remapTableDescPtr->strides.nStride, remapTableDescPtr->strides.hStride), + roiTensorPtrSrc); + } + } + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index 53d288faa..2a9b1f618 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1015,6 +1015,139 @@ RppStatus rppt_slice_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** remap ********************/ + +RppStatus rppt_remap_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr tableDescPtr, + RpptInterpolationType interpolationType, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams srcLayoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if (interpolationType != RpptInterpolationType::NEAREST_NEIGHBOR && interpolationType != RpptInterpolationType::BILINEAR) + return RPP_ERROR_NOT_IMPLEMENTED; + + if(interpolationType == RpptInterpolationType::NEAREST_NEIGHBOR) + { + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + remap_nn_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + remap_nn_f16_f16_host_tensor((Rpp16f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (Rpp16f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + remap_nn_f32_f32_host_tensor((Rpp32f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (Rpp32f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + remap_nn_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + } + else if(interpolationType == RpptInterpolationType::BILINEAR) + { + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + remap_bilinear_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + remap_bilinear_f16_f16_host_tensor((Rpp16f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (Rpp16f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + remap_bilinear_f32_f32_host_tensor((Rpp32f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (Rpp32f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + remap_bilinear_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + roiTensorPtrSrc, + roiType, + srcLayoutParams); + } + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ @@ -1750,4 +1883,82 @@ RppStatus rppt_slice_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** remap ********************/ +RppStatus rppt_remap_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *rowRemapTable, + Rpp32f *colRemapTable, + RpptDescPtr tableDescPtr, + RpptInterpolationType interpolationType, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_remap_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + interpolationType, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + hip_exec_remap_tensor((half*)static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (half*)static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + interpolationType, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_remap_tensor((Rpp32f*)static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + (Rpp32f*)static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + interpolationType, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + hip_exec_remap_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rowRemapTable, + colRemapTable, + tableDescPtr, + interpolationType, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT \ No newline at end of file From c8938162cc2fc65726af3d34189d4415ce55e64f Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Wed, 17 Jan 2024 10:34:40 -0500 Subject: [PATCH 02/66] Add testsuite support Fixed u8 pkd3->pkd3 variant --- src/modules/cpu/kernel/remap.hpp | 128 +++++++++++------- .../rppt_tensor_geometric_augmentations.cpp | 18 +-- utilities/test_suite/HIP/Tensor_hip.cpp | 79 ++++++++++- utilities/test_suite/HIP/runTests.py | 10 +- utilities/test_suite/HOST/Tensor_host.cpp | 69 +++++++++- utilities/test_suite/HOST/runTests.py | 6 +- utilities/test_suite/rpp_test_suite_common.h | 1 + 7 files changed, 242 insertions(+), 69 deletions(-) diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index b426b0211..a7e40a614 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -147,7 +147,7 @@ omp_set_dynamic(0); Rpp8u *dstPtrRow; dstPtrRow = dstPtrChannel; - for(int dstLocRow = 0; dstLocRow < 1; dstLocRow++) + for(int dstLocRow = 0; dstLocRow < roi.xywhROI.roiHeight; dstLocRow++) { Rpp8u *dstPtrTemp; dstPtrTemp = dstPtrRow; @@ -831,9 +831,10 @@ RppStatus remap_bilinear_u8_u8_host_tensor(Rpp8u *srcPtr, RppLayoutParams layoutParams) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; - +#if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); +#endif omp_set_dynamic(0); #pragma omp parallel for num_threads(dstDescPtr->n) @@ -854,10 +855,11 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; - Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration Rpp32s vectorIncrement = 8; Rpp32s vectorIncrementPkd = 24; +#if __AVX2__ __m256 pBilinearCoeffs[4]; __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; @@ -870,6 +872,7 @@ omp_set_dynamic(0); pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; +#endif // Remap with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -891,6 +894,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -906,10 +910,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -934,6 +938,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -947,10 +952,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -973,6 +978,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -986,10 +992,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1016,6 +1022,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1031,10 +1038,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1059,6 +1066,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1072,10 +1080,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1098,9 +1106,10 @@ RppStatus remap_bilinear_f32_f32_host_tensor(Rpp32f *srcPtr, RppLayoutParams layoutParams) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; - +#if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); +#endif omp_set_dynamic(0); #pragma omp parallel for num_threads(dstDescPtr->n) @@ -1121,10 +1130,11 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; - Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration Rpp32s vectorIncrement = 8; Rpp32s vectorIncrementPkd = 24; +#if __AVX2__ __m256 pBilinearCoeffs[4]; __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; @@ -1137,6 +1147,7 @@ omp_set_dynamic(0); pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; +#endif // Remap with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -1158,6 +1169,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1173,10 +1185,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1201,6 +1213,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1214,10 +1227,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1240,6 +1253,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1253,10 +1267,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1283,6 +1297,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1298,10 +1313,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1326,6 +1341,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1339,10 +1355,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1367,8 +1383,10 @@ RppStatus remap_bilinear_i8_i8_host_tensor(Rpp8s *srcPtr, { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; +#if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); +#endif omp_set_dynamic(0); #pragma omp parallel for num_threads(dstDescPtr->n) @@ -1389,10 +1407,11 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; - Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration Rpp32s vectorIncrement = 8; Rpp32s vectorIncrementPkd = 24; +#if __AVX2__ __m256 pBilinearCoeffs[4]; __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; @@ -1405,6 +1424,7 @@ omp_set_dynamic(0); pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; +#endif // Remap with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -1426,6 +1446,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1442,10 +1463,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1470,6 +1491,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1484,10 +1506,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1510,6 +1532,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1524,10 +1547,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1554,6 +1577,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1570,10 +1594,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1598,6 +1622,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1612,10 +1637,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1639,8 +1664,10 @@ RppStatus remap_bilinear_f16_f16_host_tensor(Rpp16f *srcPtr, { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; +#if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); +#endif omp_set_dynamic(0); #pragma omp parallel for num_threads(dstDescPtr->n) @@ -1661,10 +1688,11 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; - Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 4 dst pixels per iteration + Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration Rpp32s vectorIncrement = 8; Rpp32s vectorIncrementPkd = 24; +#if __AVX2__ __m256 pBilinearCoeffs[4]; __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; @@ -1677,6 +1705,7 @@ omp_set_dynamic(0); pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; +#endif // Remap with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -1698,6 +1727,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1720,10 +1750,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pkd3_to_pln3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, dstPtrTempG++, dstPtrTempB++, srcPtrChannel, srcDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1748,6 +1778,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1764,10 +1795,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1790,6 +1821,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1806,10 +1838,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1836,6 +1868,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1858,10 +1891,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTempR++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -1886,6 +1919,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); @@ -1902,10 +1936,10 @@ omp_set_dynamic(0); rowRemapTableTemp += vectorIncrement; colRemapTableTemp += vectorIncrement; } +#endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) - { compute_generic_bilinear_interpolation_pln_to_pln(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp++, srcPtrChannel, srcDescPtr, dstDescPtr); - } + dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; colRemapTableImage += remapTableDescPtr->strides.hStride; diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index 2a9b1f618..a12c4b8eb 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1029,7 +1029,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, RpptRoiType roiType, rppHandle_t rppHandle) { - RppLayoutParams srcLayoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); if (interpolationType != RpptInterpolationType::NEAREST_NEIGHBOR && interpolationType != RpptInterpolationType::BILINEAR) return RPP_ERROR_NOT_IMPLEMENTED; @@ -1047,7 +1047,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { @@ -1060,7 +1060,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { @@ -1073,7 +1073,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { @@ -1086,7 +1086,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } } else if(interpolationType == RpptInterpolationType::BILINEAR) @@ -1102,7 +1102,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { @@ -1115,7 +1115,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { @@ -1128,7 +1128,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { @@ -1141,7 +1141,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - srcLayoutParams); + layoutParams); } } diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index af989907d..12244ff67 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -61,11 +61,11 @@ int main(int argc, char **argv) int decoderType = atoi(argv[13]); int batchSize = atoi(argv[14]); - bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23|| testCase == 24 || testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54); + bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23|| testCase == 24 || testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54 || testCase == 79); bool kernelSizeCase = (testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54); bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 63); bool randomOutputCase = (testCase == 84 || testCase == 49 || testCase == 54); - bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); + bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool noiseTypeCase = (testCase == 8); bool pln1OutTypeCase = (testCase == 86); bool reductionTypeCase = (testCase == 87); @@ -310,6 +310,13 @@ int main(int argc, char **argv) input_second = static_cast(calloc(inputBufferSize, 1)); output = static_cast(calloc(outputBufferSize, 1)); + Rpp32f *rowRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); + Rpp32f *colRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); + + void *d_rowRemapTable, *d_colRemapTable; + CHECK(hipMalloc(&d_rowRemapTable, ioBufferSize * sizeof(Rpp32u))); + CHECK(hipMalloc(&d_colRemapTable, ioBufferSize * sizeof(Rpp32u))); + // Run case-wise RPP API and measure time rppHandle_t handle; hipStream_t stream; @@ -332,7 +339,7 @@ int main(int argc, char **argv) std::cerr<<"\n RICAP only works with BatchSize > 1"; exit(0); } - + // Initialize buffers for any reductionType functions void *reductionFuncResultArr; Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; @@ -881,6 +888,68 @@ int main(int argc, char **argv) break; } + case 79: + { + testCaseName = "remap"; + + if ((interpolationType != RpptInterpolationType::BILINEAR) && (interpolationType != RpptInterpolationType::NEAREST_NEIGHBOR)) + { + missingFuncFlag = 1; + break; + } + + RpptDescPtr tableDescPtr; + RpptDesc tableDesc; + + tableDescPtr = &tableDesc; + tableDesc = srcDesc; + tableDescPtr->c = 1; + tableDescPtr->strides.nStride = srcDescPtr->h * srcDescPtr->w; + tableDescPtr->strides.hStride = srcDescPtr->w; + tableDescPtr->strides.wStride = tableDescPtr->strides.cStride = 1; + + for (Rpp32u count = 0; count < batchSize; count++) + { + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTable + count * tableDescPtr->strides.nStride; + colRemapTableTemp = colRemapTable + count * tableDescPtr->strides.nStride; + Rpp32u halfWidth = roiTensorPtrSrc[count].xywhROI.roiWidth / 2; + for (Rpp32u i = 0; i < roiTensorPtrSrc[count].xywhROI.roiHeight; i++) + { + Rpp32f *rowRemapTableTempRow, *colRemapTableTempRow; + rowRemapTableTempRow = rowRemapTableTemp + i * tableDescPtr->strides.hStride; + colRemapTableTempRow = colRemapTableTemp + i * tableDescPtr->strides.hStride; + Rpp32u j = 0; + for (; j < halfWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = halfWidth - j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + for (; j < roiTensorPtrSrc[count].xywhROI.roiWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + } + } + + CHECK(hipMemcpy(d_rowRemapTable, (void *)rowRemapTable, ioBufferSize * sizeof(Rpp32f), hipMemcpyHostToDevice)); + CHECK(hipMemcpy(d_colRemapTable, (void *)colRemapTable, ioBufferSize * sizeof(Rpp32f), hipMemcpyHostToDevice)); + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_remap_gpu(d_input, srcDescPtr, d_output, dstDescPtr, (Rpp32f *)d_rowRemapTable, (Rpp32f *)d_colRemapTable, tableDescPtr, interpolationType, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 80: { testCaseName = "resize_mirror_normalize"; @@ -1168,7 +1237,11 @@ int main(int argc, char **argv) free(inputu8); free(inputu8Second); free(outputu8); + free(rowRemapTable); + free(colRemapTable); CHECK(hipFree(d_input)); + CHECK(hipFree(d_rowRemapTable)); + CHECK(hipFree(d_colRemapTable)); if(dualInputCase) CHECK(hipFree(d_input_second)); CHECK(hipFree(d_output)); diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index a92e0165c..063350532 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -209,7 +209,7 @@ def run_unit_test(srcPath1, srcPath2, dstPathTemp, case, numRuns, testType, layo print(f"./Tensor_hip {srcPath1} {srcPath2} {dstPathTemp} {bitDepth} {outputFormatToggle} {case} {noiseType} ") result = subprocess.run([buildFolderPath + "/build/Tensor_hip", srcPath1, srcPath2, dstPathTemp, str(bitDepth), str(outputFormatToggle), str(case), str(noiseType), str(numRuns), str(testType), str(layout), "0", str(qaMode), str(decoderType), str(batchSize)] + roiList + [scriptPath], stdout=subprocess.PIPE) # nosec print(result.stdout.decode()) - elif case == "21" or case == "23" or case == "24": + elif case == "21" or case == "23" or case == "24" or case == "79": # Run all variants of interpolation functions with additional argument of interpolationType = bicubic / bilinear / gaussian / nearestneigbor / lanczos / triangular for interpolationType in range(6): print(f"./Tensor_hip {srcPath1} {srcPath2} {dstPathTemp} {bitDepth} {outputFormatToggle} {case} {interpolationType}") @@ -254,7 +254,7 @@ def run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dst # Run all variants of noise type functions with additional argument of noiseType = gausssianNoise / shotNoise / saltandpepperNoise for noiseType in range(3): run_performance_test_cmd(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, noiseType, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) - elif case == "21" or case == "23" or case == "24": + elif case == "21" or case == "23" or case == "24" or case == "79": # Run all variants of interpolation functions with additional argument of interpolationType = bicubic / bilinear / gaussian / nearestneigbor / lanczos / triangular for interpolationType in range(6): run_performance_test_cmd(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, interpolationType, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) @@ -514,7 +514,7 @@ def rpp_test_suite_parser_and_validator(): # Run all variants of noise type functions with additional argument of noiseType = gausssianNoise / shotNoise / saltandpepperNoise for noiseType in range(3): run_performance_test_with_profiler(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, noiseType, "_noiseType", numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) - elif case == "21" or case == "23" or case == "24": + elif case == "21" or case == "23" or case == "24" or case == "79": # Run all variants of interpolation functions with additional argument of interpolationType = bicubic / bilinear / gaussian / nearestneigbor / lanczos / triangular for interpolationType in range(6): run_performance_test_with_profiler(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, interpolationType, "_interpolationType", numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) @@ -572,7 +572,7 @@ def rpp_test_suite_parser_and_validator(): fileCheck = case_file_check(CASE_FILE_PATH) if fileCheck == False: continue - elif (CASE_NUM == "24" or CASE_NUM == "21" or CASE_NUM == "23") and TYPE.startswith("Tensor"): + elif (CASE_NUM == "24" or CASE_NUM == "21" or CASE_NUM == "23" or CASE_NUM == "79") and TYPE.startswith("Tensor"): INTERPOLATIONTYPE_LIST = [0, 1, 2, 3, 4, 5] # Loop through extra param interpolationType for INTERPOLATIONTYPE in INTERPOLATIONTYPE_LIST: @@ -688,7 +688,7 @@ def rpp_test_suite_parser_and_validator(): f.close() # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '80', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '79', '80', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index d53e286b1..241fc2461 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -62,10 +62,10 @@ int main(int argc, char **argv) int decoderType = atoi(argv[13]); int batchSize = atoi(argv[14]); - bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23 || testCase == 24); + bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 63); bool randomOutputCase = (testCase == 84); - bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); + bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool noiseTypeCase = (testCase == 8); bool pln1OutTypeCase = (testCase == 86); unsigned int verbosity = atoi(argv[11]); @@ -308,6 +308,9 @@ int main(int argc, char **argv) input_second = static_cast(calloc(inputBufferSize, 1)); output = static_cast(calloc(outputBufferSize, 1)); + Rpp32f *rowRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); + Rpp32f *colRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); + // Set the number of threads to be used by OpenMP pragma for RPP batch processing on host. // If numThreads value passed is 0, number of OpenMP threads used by RPP will be set to batch size Rpp32u numThreads = 0; @@ -842,6 +845,66 @@ int main(int argc, char **argv) break; } + case 79: + { + testCaseName = "remap"; + + if (interpolationType != RpptInterpolationType::NEAREST_NEIGHBOR && interpolationType != RpptInterpolationType::BILINEAR) + { + missingFuncFlag = 1; + break; + } + + RpptDescPtr tableDescPtr; + RpptDesc tableDesc; + + tableDescPtr = &tableDesc; + tableDesc = srcDesc; + tableDescPtr->c = 1; + tableDescPtr->strides.nStride = srcDescPtr->h * srcDescPtr->w; + tableDescPtr->strides.hStride = srcDescPtr->w; + tableDescPtr->strides.wStride = tableDescPtr->strides.cStride = 1; + + for (Rpp32u count = 0; count < batchSize; count++) + { + Rpp32f *rowRemapTableTemp, *colRemapTableTemp; + rowRemapTableTemp = rowRemapTable + count * tableDescPtr->strides.nStride; + colRemapTableTemp = colRemapTable + count * tableDescPtr->strides.nStride; + Rpp32u halfWidth = roiTensorPtrSrc[count].xywhROI.roiWidth / 2; + for (Rpp32u i = 0; i < roiTensorPtrSrc[count].xywhROI.roiHeight; i++) + { + Rpp32f *rowRemapTableTempRow, *colRemapTableTempRow; + rowRemapTableTempRow = rowRemapTableTemp + i * tableDescPtr->strides.hStride; + colRemapTableTempRow = colRemapTableTemp + i * tableDescPtr->strides.hStride; + Rpp32u j = 0; + for (; j < halfWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = halfWidth - j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + for (; j < roiTensorPtrSrc[count].xywhROI.roiWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + } + } + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_remap_host(input, srcDescPtr, output, dstDescPtr, rowRemapTable, colRemapTable, tableDescPtr, interpolationType, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 80: { testCaseName = "resize_mirror_normalize"; @@ -1176,6 +1239,8 @@ int main(int argc, char **argv) free(outputu8); free(input_second); free(output); + free(rowRemapTable); + free(colRemapTable); if(reductionTypeCase) free(reductionFuncResultArr); return 0; diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index b8ebbc6b9..f0880b96e 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -165,7 +165,7 @@ def run_unit_test(srcPath1, srcPath2, dstPathTemp, case, numRuns, testType, layo print(f"./Tensor_host {srcPath1} {srcPath2} {dstPathTemp} {bitDepth} {outputFormatToggle} {case} {noiseType} 0 ") result = subprocess.run([buildFolderPath + "/build/Tensor_host", srcPath1, srcPath2, dstPathTemp, str(bitDepth), str(outputFormatToggle), str(case), str(noiseType), str(numRuns), str(testType), str(layout), "0", str(qaMode), str(decoderType), str(batchSize)] + roiList + [scriptPath], stdout=subprocess.PIPE) # nosec print(result.stdout.decode()) - elif case == "21" or case == "23" or case == "24": + elif case == "21" or case == "23" or case == "24" or case == "79": # Run all variants of interpolation functions with additional argument of interpolationType = bicubic / bilinear / gaussian / nearestneigbor / lanczos / triangular for interpolationType in range(6): print(f"./Tensor_host {srcPath1} {srcPath2} {dstPathTemp} {bitDepth} {outputFormatToggle} {case} {interpolationType} 0") @@ -206,7 +206,7 @@ def run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dst # Run all variants of noise type functions with additional argument of noiseType = gausssianNoise / shotNoise / saltandpepperNoise for noiseType in range(3): run_performance_test_cmd(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, noiseType, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) - elif case == "21" or case == "23" or case == "24": + elif case == "21" or case == "23" or case == "24" or case == "79": # Run all variants of interpolation functions with additional argument of interpolationType = bicubic / bilinear / gaussian / nearestneigbor / lanczos / triangular for interpolationType in range(6): run_performance_test_cmd(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, interpolationType, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) @@ -379,7 +379,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '79', '80', '81', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index 601be833e..f4959cd9b 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -88,6 +88,7 @@ std::map augmentationMap = {54, "gaussian_filter"}, {63, "phase"}, {70, "copy"}, + {79, "remap"}, {80, "resize_mirror_normalize"}, {81, "color_jitter"}, {82, "ricap"}, From 2527978027d7d198a39746e514c0b13c01dfcf1f Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 18 Jan 2024 12:07:41 -0500 Subject: [PATCH 03/66] Fix non layout toggle PKD3 HOST variants Remove nearbyintf() conversion for destination pointer to fix float datatype variants --- src/include/cpu/rpp_cpu_common.hpp | 4 ++-- src/modules/cpu/kernel/remap.hpp | 24 ++++++++++++++++++++++++ 2 files changed, 26 insertions(+), 2 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 5695c740b..c65a4fba7 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -4959,10 +4959,10 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R for (int c = 0; c < srcDescPtr->c; c++) { - dst[c] = (T)std::nearbyintf(((*(srcPtrChannel + srcLoc[0]) * bilinearCoeffs[0]) + // TopRow R01 Pixel * coeff0 + dst[c] = (T)((*(srcPtrChannel + srcLoc[0]) * bilinearCoeffs[0]) + // TopRow R01 Pixel * coeff0 (*(srcPtrChannel + srcLoc[1]) * bilinearCoeffs[1]) + // TopRow R02 Pixel * coeff1 (*(srcPtrChannel + srcLoc[2]) * bilinearCoeffs[2]) + // BottomRow R01 Pixel * coeff2 - (*(srcPtrChannel + srcLoc[3]) * bilinearCoeffs[3]))); // BottomRow R02 Pixel * coeff3 + (*(srcPtrChannel + srcLoc[3]) * bilinearCoeffs[3])); // BottomRow R02 Pixel * coeff3 srcPtrChannel += srcDescPtr->strides.cStride; } } diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index a7e40a614..81e8ec62a 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -954,7 +954,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -994,7 +997,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1229,7 +1235,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1269,7 +1278,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1508,7 +1520,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1549,7 +1564,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1797,7 +1815,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -1840,7 +1861,10 @@ omp_set_dynamic(0); } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) + { compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(*rowRemapTableTemp++, *colRemapTableTemp++, &roiLTRB, dstPtrTemp, srcPtrChannel, srcDescPtr); + dstPtrTemp += 3; + } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; From ca0fde5c039be29a090776a3a1301b8d871f4a2c Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 18 Jan 2024 12:29:17 -0500 Subject: [PATCH 04/66] Update check condition while comparing QA outputs to support remap --- utilities/test_suite/rpp_test_suite_common.h | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index f4959cd9b..2781bd466 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -1017,7 +1017,7 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R func += "Tensor_PLN1"; } } - if(testCase == 21 ||testCase == 23 || testCase == 24) + if(testCase == 21 ||testCase == 23 || testCase == 24 || testCase == 79) func += "_interpolationType" + interpolationTypeName; else if(testCase == 8) func += "_noiseType" + noiseTypeName; From 408f2ddd3cb3e08115e9c10fdd1c5b711b4dfc09 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Fri, 19 Jan 2024 02:51:15 -0500 Subject: [PATCH 05/66] Fixing naming of HIP tensor as per latest format --- src/modules/hip/kernel/remap.hpp | 168 +++++++++++++++---------------- 1 file changed, 84 insertions(+), 84 deletions(-) diff --git a/src/modules/hip/kernel/remap.hpp b/src/modules/hip/kernel/remap.hpp index ce611bc90..5440546d6 100644 --- a/src/modules/hip/kernel/remap.hpp +++ b/src/modules/hip/kernel/remap.hpp @@ -25,15 +25,15 @@ __device__ void remap_srclocs_hip_compute(int4 *srcRoiPtr_i4, float *rowRemapTab // -------------------- Set 2 - Nearest Neighbor Interpolation -------------------- template -__global__ void remap_nearest_neighbor_pkd_tensor(T *srcPtr, - uint2 srcStridesNH, - T *dstPtr, - uint2 dstStridesNH, - uint2 dstDimsWH, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_nearest_neighbor_pkd_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -60,16 +60,16 @@ __global__ void remap_nearest_neighbor_pkd_tensor(T *srcPtr, } template -__global__ void remap_nearest_neighbor_pln_tensor(T *srcPtr, - uint3 srcStridesNCH, - T *dstPtr, - uint3 dstStridesNCH, - uint2 dstDimsWH, - int channelsDst, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_nearest_neighbor_pln_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -111,16 +111,16 @@ __global__ void remap_nearest_neighbor_pln_tensor(T *srcPtr, } template -__global__ void remap_nearest_neighbor_pkd3_pln3_tensor(T *srcPtr, - uint2 srcStridesNH, - T *dstPtr, - uint3 dstStridesNCH, - uint2 dstDimsWH, - int channelsDst, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_nearest_neighbor_pkd3_pln3_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -147,15 +147,15 @@ __global__ void remap_nearest_neighbor_pkd3_pln3_tensor(T *srcPtr, } template -__global__ void remap_nearest_neighbor_pln3_pkd3_tensor(T *srcPtr, - uint3 srcStridesNCH, - T *dstPtr, - uint2 dstStridesNH, - uint2 dstDimsWH, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_nearest_neighbor_pln3_pkd3_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -184,15 +184,15 @@ __global__ void remap_nearest_neighbor_pln3_pkd3_tensor(T *srcPtr, // -------------------- Set 2 - Bilinear Interpolation -------------------- template -__global__ void remap_bilinear_pkd_tensor(T *srcPtr, - uint2 srcStridesNH, - T *dstPtr, - uint2 dstStridesNH, - uint2 dstDimsWH, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_bilinear_pkd_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -219,16 +219,16 @@ __global__ void remap_bilinear_pkd_tensor(T *srcPtr, } template -__global__ void remap_bilinear_pln_tensor(T *srcPtr, - uint3 srcStridesNCH, - T *dstPtr, - uint3 dstStridesNCH, - uint2 dstDimsWH, - int channelsDst, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_bilinear_pln_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -270,16 +270,16 @@ __global__ void remap_bilinear_pln_tensor(T *srcPtr, } template -__global__ void remap_bilinear_pkd3_pln3_tensor(T *srcPtr, - uint2 srcStridesNH, - T *dstPtr, - uint3 dstStridesNCH, - uint2 dstDimsWH, - int channelsDst, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_bilinear_pkd3_pln3_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + uint2 dstDimsWH, + int channelsDst, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -306,15 +306,15 @@ __global__ void remap_bilinear_pkd3_pln3_tensor(T *srcPtr, } template -__global__ void remap_bilinear_pln3_pkd3_tensor(T *srcPtr, - uint3 srcStridesNCH, - T *dstPtr, - uint2 dstStridesNH, - uint2 dstDimsWH, - float *rowRemapTable, - float *colRemapTable, - uint2 remapTableStridesNH, - RpptROIPtr roiTensorPtrSrc) +__global__ void remap_bilinear_pln3_pkd3_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + uint2 dstDimsWH, + float *rowRemapTable, + float *colRemapTable, + uint2 remapTableStridesNH, + RpptROIPtr roiTensorPtrSrc) { int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; @@ -369,7 +369,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, { if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - hipLaunchKernelGGL(remap_nearest_neighbor_pkd_tensor, + hipLaunchKernelGGL(remap_nearest_neighbor_pkd_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -386,7 +386,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - hipLaunchKernelGGL(remap_nearest_neighbor_pln_tensor, + hipLaunchKernelGGL(remap_nearest_neighbor_pln_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -404,7 +404,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { - hipLaunchKernelGGL(remap_nearest_neighbor_pkd3_pln3_tensor, + hipLaunchKernelGGL(remap_nearest_neighbor_pkd3_pln3_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -422,7 +422,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { - hipLaunchKernelGGL(remap_nearest_neighbor_pln3_pkd3_tensor, + hipLaunchKernelGGL(remap_nearest_neighbor_pln3_pkd3_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -442,7 +442,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, { if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - hipLaunchKernelGGL(remap_bilinear_pkd_tensor, + hipLaunchKernelGGL(remap_bilinear_pkd_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -459,7 +459,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - hipLaunchKernelGGL(remap_bilinear_pln_tensor, + hipLaunchKernelGGL(remap_bilinear_pln_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -477,7 +477,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { - hipLaunchKernelGGL(remap_bilinear_pkd3_pln3_tensor, + hipLaunchKernelGGL(remap_bilinear_pkd3_pln3_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, @@ -495,7 +495,7 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, } else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { - hipLaunchKernelGGL(remap_bilinear_pln3_pkd3_tensor, + hipLaunchKernelGGL(remap_bilinear_pln3_pkd3_hip_tensor, dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), dim3(localThreads_x, localThreads_y, localThreads_z), 0, From a1f4213c86161fe1d8d5573088d46b91d196deaf Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Wed, 31 Jan 2024 13:44:19 -0800 Subject: [PATCH 06/66] License - updates to 2024 and consistency changes (#298) * Match all CMakeLists.txt license as per RPP's outermost LICENSE file * Match all python files' license as per RPP's outermost LICENSE file * Match all .hpp files' license as per RPP's outermost LICENSE file * Match all .cpp files' license as per RPP's outermost LICENSE file * Match all .h files' license as per RPP's outermost LICENSE file * Remove all rights reserved as per LICENSE file * Remove double space in "Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc." * Match all .cmake files' license as per RPP's outermost LICENSE file * Match all .cpp.in files' license as per RPP's outermost LICENSE file * Replace 283 occurrences in 282 files - 2023 to 2024 * Add "MIT License" title to 281 instances * Add missing license --- CMakeLists.txt | 42 ++++++------ LICENSE | 2 +- addkernels/CMakeLists.txt | 48 +++++++------ addkernels/addkernels.cpp | 49 +++++++------ addkernels/include_inliner.cpp | 49 +++++++------ addkernels/include_inliner.hpp | 49 +++++++------ addkernels/source_file_desc.hpp | 49 +++++++------ cmake/Analyzers.cmake | 48 +++++++------ cmake/CppCheck.cmake | 52 +++++++------- cmake/FindHALF.cmake | 57 ++++++++-------- cmake/FindOpenCL.cmake | 48 +++++++------ cmake/FindTurboJpeg.cmake | 49 +++++++------ docs/conf.py | 39 ++++++----- include/export.h | 14 ++-- include/filesystem.h | 14 ++-- include/rpp.h | 16 +++-- include/rppdefs.h | 14 ++-- include/rppi.h | 14 ++-- include/rppi_advanced_augmentations.h | 14 ++-- include/rppi_arithmetic_operations.h | 14 ++-- include/rppi_color_model_conversions.h | 14 ++-- include/rppi_computer_vision.h | 14 ++-- include/rppi_filter_operations.h | 14 ++-- include/rppi_fused_functions.h | 14 ++-- include/rppi_geometry_transforms.h | 14 ++-- include/rppi_image_augmentations.h | 14 ++-- include/rppi_logical_operations.h | 14 ++-- include/rppi_morphological_transforms.h | 14 ++-- include/rppi_statistical_operations.h | 14 ++-- include/rppt.h | 14 ++-- include/rppt_tensor_arithmetic_operations.h | 14 ++-- include/rppt_tensor_audio_augmentations.h | 14 ++-- include/rppt_tensor_color_augmentations.h | 14 ++-- .../rppt_tensor_data_exchange_operations.h | 14 ++-- include/rppt_tensor_effects_augmentations.h | 14 ++-- include/rppt_tensor_filter_augmentations.h | 14 ++-- include/rppt_tensor_geometric_augmentations.h | 14 ++-- .../rppt_tensor_morphological_operations.h | 14 ++-- include/rppt_tensor_statistical_operations.h | 14 ++-- include/rppversion.h | 14 ++-- src/include/cl/rpp/clhelper.hpp | 48 +++++++------ src/include/cl/rpp/load_file.hpp | 24 +++++++ src/include/cl/rpp/ocldeviceinfo.hpp | 49 +++++++------ src/include/cl/rpp/oclkernel.hpp | 48 +++++++------ src/include/cl/rpp/temp_file.hpp | 48 +++++++------ src/include/cl/rpp_cl_common.hpp | 24 +++++++ src/include/common/rpp/allocator.hpp | 14 ++-- src/include/common/rpp/binary_cache.hpp | 48 +++++++------ src/include/common/rpp/common.hpp | 49 +++++++------ src/include/common/rpp/device_name.hpp | 48 +++++++------ src/include/common/rpp/each_args.hpp | 49 +++++++------ src/include/common/rpp/env.hpp | 49 +++++++------ src/include/common/rpp/errors.hpp | 48 +++++++------ src/include/common/rpp/gcn_asm_utils.hpp | 48 +++++++------ src/include/common/rpp/handle.hpp | 48 +++++++------ src/include/common/rpp/hip_build_utils.hpp | 49 +++++++------ src/include/common/rpp/kernel.hpp | 48 +++++++------ src/include/common/rpp/kernel_cache.hpp | 49 +++++++------ src/include/common/rpp/kernel_warnings.hpp | 49 +++++++------ src/include/common/rpp/logger.hpp | 49 +++++++------ src/include/common/rpp/manage_ptr.hpp | 49 +++++++------ src/include/common/rpp/md5.hpp | 14 ++-- src/include/common/rpp/object.hpp | 49 +++++++------ src/include/common/rpp/op_kernel_args.hpp | 14 ++-- src/include/common/rpp/rank.hpp | 49 +++++++------ src/include/common/rpp/returns.hpp | 48 +++++++------ src/include/common/rpp/simple_hash.hpp | 48 +++++++------ src/include/common/rpp/stringutils.hpp | 49 +++++++------ src/include/common/rpp/tmp_dir.hpp | 14 ++-- src/include/common/rpp/write_file.hpp | 14 ++-- src/include/cpu/rpp_cpu_common.hpp | 14 ++-- src/include/cpu/rpp_cpu_simd.hpp | 14 ++-- src/include/func_specific/reduction.hpp | 14 ++-- src/include/func_specific/rng_seed_stream.hpp | 14 ++-- src/include/func_specific/spatter_mask.hpp | 14 ++-- src/include/hip/rpp/hip_kernels.hpp | 14 ++-- src/include/hip/rpp/hipoc_kernel.hpp | 49 +++++++------ src/include/hip/rpp/hipoc_program.hpp | 49 +++++++------ src/include/hip/rpp_hip_common.hpp | 14 ++-- src/include/hip/rpp_hip_roi_conversion.hpp | 14 ++-- src/modules/CMakeLists.txt | 42 ++++++------ src/modules/binary_cache.cpp | 48 +++++++------ src/modules/cl/cl_advanced_aumentations.cpp | 14 ++-- src/modules/cl/cl_arithmetic_operations.cpp | 14 ++-- src/modules/cl/cl_color_model_conversions.cpp | 14 ++-- src/modules/cl/cl_computer_vision.cpp | 14 ++-- src/modules/cl/cl_declarations.hpp | 14 ++-- src/modules/cl/cl_filter_functions.cpp | 14 ++-- src/modules/cl/cl_fused_functions.cpp | 14 ++-- src/modules/cl/cl_geometry_transforms.cpp | 14 ++-- src/modules/cl/cl_image_augmentations.cpp | 14 ++-- src/modules/cl/cl_logical_operations.cpp | 14 ++-- .../cl/cl_morphological_transforms.cpp | 14 ++-- src/modules/cl/cl_statistical_operations.cpp | 14 ++-- src/modules/cl/cl_utilities.cpp | 14 ++-- src/modules/cl/cl_vision.cpp | 14 ++-- src/modules/cl/clhelper.cpp | 48 +++++++------ src/modules/cl/gcn_asm_utils.cpp | 49 +++++++------ src/modules/cl/handleocl.cpp | 50 +++++++------- src/modules/cl/hip_build_utils.cpp | 14 ++-- src/modules/cl/load_file.cpp | 14 ++-- src/modules/cl/ocl_kernel.cpp | 48 +++++++------ src/modules/cl/oclerrors.cpp | 49 +++++++------ src/modules/cl/temp_file.cpp | 14 ++-- src/modules/cl/tmp_dir.cpp | 14 ++-- src/modules/cl/utilocl.cpp | 48 +++++++------ .../cpu/host_advanced_augmentations.hpp | 14 ++-- .../cpu/host_arithmetic_operations.hpp | 14 ++-- .../cpu/host_color_model_conversions.hpp | 14 ++-- src/modules/cpu/host_computer_vision.hpp | 14 ++-- src/modules/cpu/host_filter_operations.hpp | 14 ++-- src/modules/cpu/host_fused_functions.hpp | 14 ++-- src/modules/cpu/host_geometry_transforms.hpp | 14 ++-- src/modules/cpu/host_image_augmentations.hpp | 14 ++-- src/modules/cpu/host_logical_operations.hpp | 14 ++-- .../cpu/host_morphological_transforms.hpp | 14 ++-- .../cpu/host_statistical_operations.hpp | 14 ++-- .../cpu/host_tensor_arithmetic_operations.hpp | 14 ++-- .../cpu/host_tensor_audio_augmentations.hpp | 17 +++-- .../cpu/host_tensor_color_augmentations.hpp | 14 ++-- .../host_tensor_data_exchange_operations.hpp | 14 ++-- .../cpu/host_tensor_effects_augmentations.hpp | 14 ++-- .../host_tensor_geometric_augmentations.hpp | 14 ++-- .../host_tensor_statistical_operations.hpp | 14 ++-- src/modules/cpu/kernel/blend.hpp | 14 ++-- src/modules/cpu/kernel/brightness.hpp | 14 ++-- src/modules/cpu/kernel/color_cast.hpp | 14 ++-- src/modules/cpu/kernel/color_jitter.hpp | 14 ++-- src/modules/cpu/kernel/color_to_greyscale.hpp | 14 ++-- src/modules/cpu/kernel/color_twist.hpp | 14 ++-- src/modules/cpu/kernel/contrast.hpp | 14 ++-- src/modules/cpu/kernel/copy.hpp | 14 ++-- src/modules/cpu/kernel/crop.hpp | 14 ++-- .../cpu/kernel/crop_mirror_normalize.hpp | 14 ++-- src/modules/cpu/kernel/exposure.hpp | 14 ++-- src/modules/cpu/kernel/flip.hpp | 14 ++-- .../cpu/kernel/fused_multiply_add_scalar.hpp | 14 ++-- src/modules/cpu/kernel/gamma_correction.hpp | 14 ++-- src/modules/cpu/kernel/gridmask.hpp | 14 ++-- src/modules/cpu/kernel/lut.hpp | 24 +++++++ src/modules/cpu/kernel/noise_gaussian.hpp | 14 ++-- .../cpu/kernel/noise_salt_and_pepper.hpp | 14 ++-- src/modules/cpu/kernel/noise_shot.hpp | 14 ++-- src/modules/cpu/kernel/non_linear_blend.hpp | 14 ++-- .../kernel/non_silent_region_detection.hpp | 15 ++-- src/modules/cpu/kernel/phase.hpp | 14 ++-- .../cpu/kernel/pre_emphasis_filter.hpp | 14 ++-- src/modules/cpu/kernel/resize.hpp | 14 ++-- src/modules/cpu/kernel/resize_crop_mirror.hpp | 14 ++-- .../cpu/kernel/resize_mirror_normalize.hpp | 14 ++-- src/modules/cpu/kernel/ricap.hpp | 14 ++-- src/modules/cpu/kernel/slice.hpp | 14 ++-- src/modules/cpu/kernel/spatter.hpp | 14 ++-- src/modules/cpu/kernel/swap_channels.hpp | 14 ++-- src/modules/cpu/kernel/tensor_sum.hpp | 24 +++++++ src/modules/cpu/kernel/to_decibels.hpp | 14 ++-- src/modules/cpu/kernel/warp_affine.hpp | 14 ++-- src/modules/cpu/kernel/water.hpp | 24 +++++++ src/modules/handle_api.cpp | 48 +++++++------ src/modules/handlehost.cpp | 48 +++++++------ src/modules/hip/handlehip.cpp | 48 +++++++------ src/modules/hip/hip_advanced_augmentation.cpp | 14 ++-- src/modules/hip/hip_arithmetic_operations.cpp | 14 ++-- src/modules/hip/hip_build_utils.cpp | 14 ++-- .../hip/hip_color_model_conversions.cpp | 14 ++-- src/modules/hip/hip_computer_vision.cpp | 14 ++-- src/modules/hip/hip_declarations.hpp | 14 ++-- src/modules/hip/hip_filter_functions.cpp | 14 ++-- src/modules/hip/hip_fused_functions.cpp | 14 ++-- src/modules/hip/hip_geometry_transforms.cpp | 14 ++-- src/modules/hip/hip_image_augmentations.cpp | 14 ++-- src/modules/hip/hip_logical_operations.cpp | 14 ++-- .../hip/hip_morphological_transforms.cpp | 14 ++-- .../hip/hip_statistical_operations.cpp | 14 ++-- .../hip/hip_tensor_arithmetic_operations.hpp | 14 ++-- .../hip/hip_tensor_color_augmentations.hpp | 14 ++-- .../hip_tensor_data_exchange_operations.hpp | 14 ++-- .../hip/hip_tensor_effects_augmentations.hpp | 14 ++-- .../hip/hip_tensor_filter_augmentations.hpp | 14 ++-- .../hip_tensor_geometric_augmentations.hpp | 14 ++-- .../hip_tensor_morphological_operations.hpp | 14 ++-- .../hip/hip_tensor_statistical_operations.hpp | 17 +++-- src/modules/hip/hip_utilities.cpp | 24 +++++++ src/modules/hip/hiperrors.cpp | 48 +++++++------ src/modules/hip/hipoc_kernel.cpp | 50 +++++++------- src/modules/hip/hipoc_program.cpp | 48 +++++++------ src/modules/hip/tmp_dir.cpp | 24 +++++++ src/modules/kernel_cache.cpp | 49 +++++++------ src/modules/kernels/kernel.cpp.in | 48 +++++++------ src/modules/kernels/kernel_includes.cpp.in | 48 +++++++------ src/modules/logger.cpp | 49 +++++++------ src/modules/rppi_advanced_augmentations.cpp | 14 ++-- src/modules/rppi_arithmetic_operations.cpp | 14 ++-- src/modules/rppi_color_model_conversions.cpp | 14 ++-- src/modules/rppi_computer_vision.cpp | 14 ++-- src/modules/rppi_filter_operations.cpp | 14 ++-- src/modules/rppi_fused_functions.cpp | 14 ++-- src/modules/rppi_geometry_transforms.cpp | 14 ++-- src/modules/rppi_image_augmentations.cpp | 14 ++-- src/modules/rppi_logical_operations.cpp | 14 ++-- src/modules/rppi_morphological_operations.cpp | 14 ++-- src/modules/rppi_statistical_operations.cpp | 14 ++-- src/modules/rppi_validate.hpp | 14 ++-- .../rppt_tensor_arithmetic_operations.cpp | 14 ++-- .../rppt_tensor_audio_augmentations.cpp | 14 ++-- .../rppt_tensor_color_augmentations.cpp | 14 ++-- .../rppt_tensor_data_exchange_operations.cpp | 14 ++-- .../rppt_tensor_effects_augmentations.cpp | 14 ++-- .../rppt_tensor_filter_augmentations.cpp | 14 ++-- .../rppt_tensor_geometric_augmentations.cpp | 14 ++-- .../rppt_tensor_morphological_operations.cpp | 14 ++-- .../rppt_tensor_statistical_operations.cpp | 14 ++-- utilities/examples/brightness/CMakeLists.txt | 36 +++++----- .../examples/brightness/brightness_hip.cpp | 21 +++--- .../examples/brightness/brightness_hip.h | 19 ++++-- .../HIP_NEW/BatchPD_hip_pkd3.cpp | 15 ++-- .../HIP_NEW/BatchPD_hip_pln1.cpp | 14 ++-- .../HIP_NEW/BatchPD_hip_pln3.cpp | 14 ++-- .../HIP_NEW/CMakeLists.txt | 36 +++++----- .../HIP_NEW/Single_host.cpp | 14 ++-- .../HIP_NEW/Tensor_hip_pkd3.cpp | 14 ++-- .../HIP_NEW/Tensor_hip_pln1.cpp | 14 ++-- .../HIP_NEW/Tensor_hip_pln3.cpp | 14 ++-- .../HIP_NEW/generatePerformanceLogs.py | 42 ++++++------ .../HIP_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../HIP_NEW/uniqueFunctionalities_hip.cpp | 68 ++++++++++--------- .../HOST_NEW/BatchPD_host_pkd3.cpp | 14 ++-- .../HOST_NEW/BatchPD_host_pln1.cpp | 14 ++-- .../HOST_NEW/BatchPD_host_pln3.cpp | 14 ++-- .../HOST_NEW/CMakeLists.txt | 36 +++++----- .../HOST_NEW/Single_host.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pkd3.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pln1.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pln3.cpp | 14 ++-- .../HOST_NEW/generatePerformanceLogs.py | 42 ++++++------ .../HOST_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../HOST_NEW/uniqueFunctionalities_host.cpp | 46 +++++++------ .../OCL_NEW/BatchPD_ocl_pkd3.cpp | 14 ++-- .../OCL_NEW/BatchPD_ocl_pln1.cpp | 14 ++-- .../OCL_NEW/BatchPD_ocl_pln3.cpp | 14 ++-- .../OCL_NEW/CMakeLists.txt | 36 +++++----- .../OCL_NEW/Single_host.cpp | 14 ++-- .../OCL_NEW/generatePerformanceLogs.py | 42 ++++++------ .../OCL_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../OCL_NEW/uniqueFunctionalities_ocl.cpp | 14 ++-- utilities/rpp-unittests/CMakeLists.txt | 49 +++++++------ .../HIP_NEW/BatchPD_hip_pkd3.cpp | 14 ++-- .../HIP_NEW/BatchPD_hip_pln1.cpp | 14 ++-- .../HIP_NEW/BatchPD_hip_pln3.cpp | 14 ++-- .../rpp-unittests/HIP_NEW/CMakeLists.txt | 36 +++++----- .../rpp-unittests/HIP_NEW/Single_host.cpp | 14 ++-- .../rpp-unittests/HIP_NEW/Tensor_hip_pkd3.cpp | 14 ++-- .../rpp-unittests/HIP_NEW/Tensor_hip_pln1.cpp | 14 ++-- .../rpp-unittests/HIP_NEW/Tensor_hip_pln3.cpp | 14 ++-- .../HIP_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../HIP_NEW/uniqueFunctionalities_hip.cpp | 68 ++++++++++--------- .../HOST_NEW/BatchPD_host_pkd3.cpp | 14 ++-- .../HOST_NEW/BatchPD_host_pln1.cpp | 14 ++-- .../HOST_NEW/BatchPD_host_pln3.cpp | 14 ++-- .../rpp-unittests/HOST_NEW/CMakeLists.txt | 36 +++++----- .../rpp-unittests/HOST_NEW/Single_host.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pkd3.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pln1.cpp | 14 ++-- .../HOST_NEW/Tensor_host_pln3.cpp | 14 ++-- .../HOST_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../HOST_NEW/uniqueFunctionalities_host.cpp | 14 ++-- .../OCL_NEW/BatchPD_ocl_pkd3.cpp | 14 ++-- .../OCL_NEW/BatchPD_ocl_pln1.cpp | 14 ++-- .../OCL_NEW/BatchPD_ocl_pln3.cpp | 14 ++-- .../rpp-unittests/OCL_NEW/CMakeLists.txt | 36 +++++----- .../rpp-unittests/OCL_NEW/Single_host.cpp | 14 ++-- .../OCL_NEW/helpers/testSuite_helper.hpp | 18 ++--- .../OCL_NEW/uniqueFunctionalities_ocl.cpp | 14 ++-- utilities/test_suite/CMakeLists.txt | 49 +++++++------ utilities/test_suite/HIP/CMakeLists.txt | 42 ++++++------ utilities/test_suite/HIP/Tensor_hip.cpp | 16 +++-- utilities/test_suite/HIP/Tensor_voxel_hip.cpp | 14 ++-- utilities/test_suite/HIP/runTests.py | 42 ++++++------ utilities/test_suite/HIP/runTests_voxel.py | 42 ++++++------ utilities/test_suite/HOST/CMakeLists.txt | 48 +++++++------ utilities/test_suite/HOST/Tensor_host.cpp | 14 ++-- .../test_suite/HOST/Tensor_host_audio.cpp | 14 ++-- .../test_suite/HOST/Tensor_voxel_host.cpp | 14 ++-- utilities/test_suite/HOST/runAudioTests.py | 42 ++++++------ utilities/test_suite/HOST/runTests.py | 42 ++++++------ utilities/test_suite/HOST/runTests_voxel.py | 42 ++++++------ utilities/test_suite/rpp_test_suite_audio.h | 14 ++-- utilities/test_suite/rpp_test_suite_common.h | 14 ++-- utilities/test_suite/rpp_test_suite_voxel.h | 14 ++-- 289 files changed, 3637 insertions(+), 3054 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index f159179bd..34ce6fcac 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_COMPILER clang++) diff --git a/LICENSE b/LICENSE index 61a83439f..7c3e7d2c3 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/addkernels/CMakeLists.txt b/addkernels/CMakeLists.txt index b835391a4..71fd28530 100644 --- a/addkernels/CMakeLists.txt +++ b/addkernels/CMakeLists.txt @@ -1,28 +1,26 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] set(ADD_KERNELS_SOURCE include_inliner.cpp addkernels.cpp) diff --git a/addkernels/addkernels.cpp b/addkernels/addkernels.cpp index 4e7611406..0b7b99436 100644 --- a/addkernels/addkernels.cpp +++ b/addkernels/addkernels.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "include_inliner.hpp" #include #include diff --git a/addkernels/include_inliner.cpp b/addkernels/include_inliner.cpp index 9270b5cfc..245bce311 100644 --- a/addkernels/include_inliner.cpp +++ b/addkernels/include_inliner.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include #include #include diff --git a/addkernels/include_inliner.hpp b/addkernels/include_inliner.hpp index 973770d19..3d92c7e74 100644 --- a/addkernels/include_inliner.hpp +++ b/addkernels/include_inliner.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef SOURCE_INLINER_HPP #define SOURCE_INLINER_HPP diff --git a/addkernels/source_file_desc.hpp b/addkernels/source_file_desc.hpp index 800253821..0da2b8a5e 100644 --- a/addkernels/source_file_desc.hpp +++ b/addkernels/source_file_desc.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef SOURCE_FILE_DESC_HPP #define SOURCE_FILE_DESC_HPP diff --git a/cmake/Analyzers.cmake b/cmake/Analyzers.cmake index 93951afa8..199c8e858 100644 --- a/cmake/Analyzers.cmake +++ b/cmake/Analyzers.cmake @@ -1,28 +1,26 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] if(NOT TARGET analyze) add_custom_target(analyze) diff --git a/cmake/CppCheck.cmake b/cmake/CppCheck.cmake index 9d8116cce..e8c043b62 100644 --- a/cmake/CppCheck.cmake +++ b/cmake/CppCheck.cmake @@ -1,35 +1,33 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] include(CMakeParseArguments) include(ProcessorCount) include(Analyzers) -find_program(CPPCHECK_EXE - NAMES +find_program(CPPCHECK_EXE + NAMES cppcheck PATHS /opt/rocm/bin diff --git a/cmake/FindHALF.cmake b/cmake/FindHALF.cmake index 398a4b651..1b0853324 100644 --- a/cmake/FindHALF.cmake +++ b/cmake/FindHALF.cmake @@ -1,28 +1,27 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] + find_path(HALF_INCLUDE_DIRS NAMES half/half.hpp HINTS @@ -41,17 +40,17 @@ if(HALF_INCLUDE_DIRS) endif( ) include( FindPackageHandleStandardArgs ) -find_package_handle_standard_args( HALF - FOUND_VAR HALF_FOUND +find_package_handle_standard_args( HALF + FOUND_VAR HALF_FOUND REQUIRED_VARS - HALF_INCLUDE_DIRS + HALF_INCLUDE_DIRS ) set(HALF_FOUND ${HALF_FOUND} CACHE INTERNAL "") set(HALF_INCLUDE_DIRS ${HALF_INCLUDE_DIRS} CACHE INTERNAL "") if(HALF_FOUND) - message("-- ${White}Using HALF -- \n\tIncludes:${HALF_INCLUDE_DIRS}${ColourReset}") + message("-- ${White}Using HALF -- \n\tIncludes:${HALF_INCLUDE_DIRS}${ColourReset}") else() if(HALF_FIND_REQUIRED) message(FATAL_ERROR "{Red}FindHALF -- NOT FOUND${ColourReset}") diff --git a/cmake/FindOpenCL.cmake b/cmake/FindOpenCL.cmake index 7ce9a4ad8..11a94eaa1 100644 --- a/cmake/FindOpenCL.cmake +++ b/cmake/FindOpenCL.cmake @@ -1,28 +1,26 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] include( FindPackageHandleStandardArgs ) find_package_handle_standard_args( diff --git a/cmake/FindTurboJpeg.cmake b/cmake/FindTurboJpeg.cmake index 35023b606..dff5715d7 100644 --- a/cmake/FindTurboJpeg.cmake +++ b/cmake/FindTurboJpeg.cmake @@ -1,28 +1,27 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] + if(APPLE) set(SHARED_LIB_TYPE ".dylib") else() diff --git a/docs/conf.py b/docs/conf.py index 56f5e759e..c4a9f4749 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -1,24 +1,27 @@ -# MIT License +""" +MIT License -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. # Configuration file for the Sphinx documentation builder. # @@ -40,7 +43,7 @@ # for PDF output on Read the Docs project = "RPP Documentation" author = "Advanced Micro Devices, Inc." -copyright = "Copyright (c) 2023 Advanced Micro Devices, Inc. All rights reserved." +copyright = "Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc." version = version_number release = version_number diff --git a/include/export.h b/include/export.h index 809097f2e..f8b255e36 100644 --- a/include/export.h +++ b/include/export.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_EXPORT_H diff --git a/include/filesystem.h b/include/filesystem.h index b192e4b0f..c7def5689 100644 --- a/include/filesystem.h +++ b/include/filesystem.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #if __cplusplus >= 201703L && __has_include() diff --git a/include/rpp.h b/include/rpp.h index 5b8112a67..1aa3f6d5f 100644 --- a/include/rpp.h +++ b/include/rpp.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,17 +10,17 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. - */ +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef RPP_H #define RPP_H diff --git a/include/rppdefs.h b/include/rppdefs.h index 58637be61..996c4e3c7 100644 --- a/include/rppdefs.h +++ b/include/rppdefs.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPDEFS_H diff --git a/include/rppi.h b/include/rppi.h index b24f792e7..f95b9af31 100644 --- a/include/rppi.h +++ b/include/rppi.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_H diff --git a/include/rppi_advanced_augmentations.h b/include/rppi_advanced_augmentations.h index e20fc03df..c91a32f91 100644 --- a/include/rppi_advanced_augmentations.h +++ b/include/rppi_advanced_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_ADVANCED_AUGMENTATIONS_H diff --git a/include/rppi_arithmetic_operations.h b/include/rppi_arithmetic_operations.h index 70766f322..0fb79dbf6 100644 --- a/include/rppi_arithmetic_operations.h +++ b/include/rppi_arithmetic_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_ARITHMATIC_OPERATIONS_H diff --git a/include/rppi_color_model_conversions.h b/include/rppi_color_model_conversions.h index e0f9095ff..1eb94b147 100644 --- a/include/rppi_color_model_conversions.h +++ b/include/rppi_color_model_conversions.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_COLOR_MODEL_CONVERSIONS_H diff --git a/include/rppi_computer_vision.h b/include/rppi_computer_vision.h index 8e1468fca..f21df6af8 100644 --- a/include/rppi_computer_vision.h +++ b/include/rppi_computer_vision.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_COMPUTER_VISION_H diff --git a/include/rppi_filter_operations.h b/include/rppi_filter_operations.h index c713c3c6a..2c636c16f 100644 --- a/include/rppi_filter_operations.h +++ b/include/rppi_filter_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_FILTER_OPERATIONS_H diff --git a/include/rppi_fused_functions.h b/include/rppi_fused_functions.h index 8ec689e1a..773d0fc87 100644 --- a/include/rppi_fused_functions.h +++ b/include/rppi_fused_functions.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_FUSED_FUNCTIONS_H diff --git a/include/rppi_geometry_transforms.h b/include/rppi_geometry_transforms.h index 15665f10a..6cd381f74 100644 --- a/include/rppi_geometry_transforms.h +++ b/include/rppi_geometry_transforms.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_GEOMETRY_TRANSFORMS_H diff --git a/include/rppi_image_augmentations.h b/include/rppi_image_augmentations.h index dd7a260f4..9b088e1eb 100644 --- a/include/rppi_image_augmentations.h +++ b/include/rppi_image_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_IMAGE_AUGMENTATIONS_H diff --git a/include/rppi_logical_operations.h b/include/rppi_logical_operations.h index be8990c76..e0126f94b 100644 --- a/include/rppi_logical_operations.h +++ b/include/rppi_logical_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_LOGICAL_OPERATIONS_H diff --git a/include/rppi_morphological_transforms.h b/include/rppi_morphological_transforms.h index fbd81e877..6ac419191 100644 --- a/include/rppi_morphological_transforms.h +++ b/include/rppi_morphological_transforms.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_MORPHOLOGICAL_TRANSFORMS_H diff --git a/include/rppi_statistical_operations.h b/include/rppi_statistical_operations.h index d84dea980..2861b8f8d 100644 --- a/include/rppi_statistical_operations.h +++ b/include/rppi_statistical_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_STATISTICAL_OPERATIONS_H diff --git a/include/rppt.h b/include/rppt.h index 05a451d7a..0a20921d8 100644 --- a/include/rppt.h +++ b/include/rppt.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_H diff --git a/include/rppt_tensor_arithmetic_operations.h b/include/rppt_tensor_arithmetic_operations.h index 3d7ddba59..0a247f886 100644 --- a/include/rppt_tensor_arithmetic_operations.h +++ b/include/rppt_tensor_arithmetic_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_ARITHMETIC_OPERATIONS_H diff --git a/include/rppt_tensor_audio_augmentations.h b/include/rppt_tensor_audio_augmentations.h index f82514c3a..138b3baa8 100644 --- a/include/rppt_tensor_audio_augmentations.h +++ b/include/rppt_tensor_audio_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_AUDIO_AUGMENTATIONS_H diff --git a/include/rppt_tensor_color_augmentations.h b/include/rppt_tensor_color_augmentations.h index 5fcf0ea98..deabd885d 100644 --- a/include/rppt_tensor_color_augmentations.h +++ b/include/rppt_tensor_color_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_COLOR_AUGMENTATIONS_H diff --git a/include/rppt_tensor_data_exchange_operations.h b/include/rppt_tensor_data_exchange_operations.h index b17a72cce..634b8a96a 100644 --- a/include/rppt_tensor_data_exchange_operations.h +++ b/include/rppt_tensor_data_exchange_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_DATA_EXCHANGE_OPERATIONS_H diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index 65eec2dda..e59c03a73 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_EFFECTS_AUGMENTATIONS_H diff --git a/include/rppt_tensor_filter_augmentations.h b/include/rppt_tensor_filter_augmentations.h index aab5bbf3d..741a08ee4 100644 --- a/include/rppt_tensor_filter_augmentations.h +++ b/include/rppt_tensor_filter_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_FILTER_AUGMENTATIONS_H diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 1d089fd5b..4d2d019c1 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_GEOMETRIC_AUGMENTATIONS_H diff --git a/include/rppt_tensor_morphological_operations.h b/include/rppt_tensor_morphological_operations.h index 52fc1465d..c6ce2edb8 100644 --- a/include/rppt_tensor_morphological_operations.h +++ b/include/rppt_tensor_morphological_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_MORPHOLOGICAL_OPERATIONS_H diff --git a/include/rppt_tensor_statistical_operations.h b/include/rppt_tensor_statistical_operations.h index 9a72d7982..181b1c565 100644 --- a/include/rppt_tensor_statistical_operations.h +++ b/include/rppt_tensor_statistical_operations.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPT_TENSOR_STATISTICAL_OPERATIONS_H diff --git a/include/rppversion.h b/include/rppversion.h index 6d8d7588f..6fd82d90a 100644 --- a/include/rppversion.h +++ b/include/rppversion.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPVERSION_H diff --git a/src/include/cl/rpp/clhelper.hpp b/src/include/cl/rpp/clhelper.hpp index 24a92575e..919bc3fd8 100644 --- a/src/include/cl/rpp/clhelper.hpp +++ b/src/include/cl/rpp/clhelper.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_OCL_HELPER_HPP_ #define GUARD_OCL_HELPER_HPP_ diff --git a/src/include/cl/rpp/load_file.hpp b/src/include/cl/rpp/load_file.hpp index c8e57a4f7..3799d05db 100644 --- a/src/include/cl/rpp/load_file.hpp +++ b/src/include/cl/rpp/load_file.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_LOAD_FILE_HPP #define GUARD_RPP_LOAD_FILE_HPP diff --git a/src/include/cl/rpp/ocldeviceinfo.hpp b/src/include/cl/rpp/ocldeviceinfo.hpp index ae1021fe5..cd682ec0f 100644 --- a/src/include/cl/rpp/ocldeviceinfo.hpp +++ b/src/include/cl/rpp/ocldeviceinfo.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_OCLDEVICE_HPP #define GUARD_RPP_OCLDEVICE_HPP diff --git a/src/include/cl/rpp/oclkernel.hpp b/src/include/cl/rpp/oclkernel.hpp index d728e7976..0287116ab 100644 --- a/src/include/cl/rpp/oclkernel.hpp +++ b/src/include/cl/rpp/oclkernel.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_OCL_KERNEL_HPP_ #define GUARD_RPP_OCL_KERNEL_HPP_ diff --git a/src/include/cl/rpp/temp_file.hpp b/src/include/cl/rpp/temp_file.hpp index 99c512b3b..6e2061aa3 100644 --- a/src/include/cl/rpp/temp_file.hpp +++ b/src/include/cl/rpp/temp_file.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* -* -* MIT License -* -* Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -* -* Permission is hereby granted, free of charge, to any person obtaining a copy -* of this software and associated documentation files (the "Software"), to deal -* in the Software without restriction, including without limitation the rights -* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -* copies of the Software, and to permit persons to whom the Software is -* furnished to do so, subject to the following conditions: -* -* The above copyright notice and this permission notice shall be included in all -* copies or substantial portions of the Software. -* -* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -* SOFTWARE. -* -*******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_TEMP_FILE_HPP #define GUARD_TEMP_FILE_HPP diff --git a/src/include/cl/rpp_cl_common.hpp b/src/include/cl/rpp_cl_common.hpp index b18218e47..4e84655a1 100644 --- a/src/include/cl/rpp_cl_common.hpp +++ b/src/include/cl/rpp_cl_common.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + /*To be used by the library alone*/ #ifndef RPP_CL_COMMON_H #define RPP_CL_COMMON_H diff --git a/src/include/common/rpp/allocator.hpp b/src/include/common/rpp/allocator.hpp index 0c4aee87c..73c224950 100644 --- a/src/include/common/rpp/allocator.hpp +++ b/src/include/common/rpp/allocator.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef GUARD_RPP_ALLOCATOR_HPP diff --git a/src/include/common/rpp/binary_cache.hpp b/src/include/common/rpp/binary_cache.hpp index 2c01e0e0f..1f3ceeb5b 100644 --- a/src/include/common/rpp/binary_cache.hpp +++ b/src/include/common/rpp/binary_cache.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_BINARY_CACHE_HPP #define GUARD_RPP_BINARY_CACHE_HPP diff --git a/src/include/common/rpp/common.hpp b/src/include/common/rpp/common.hpp index 64dd93c99..e43b6706a 100644 --- a/src/include/common/rpp/common.hpp +++ b/src/include/common/rpp/common.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_COMMON_HPP_ #define GUARD_RPP_COMMON_HPP_ diff --git a/src/include/common/rpp/device_name.hpp b/src/include/common/rpp/device_name.hpp index d272cd60e..55a548306 100644 --- a/src/include/common/rpp/device_name.hpp +++ b/src/include/common/rpp/device_name.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_DEVICE_NAME_HPP #define GUARD_RPP_DEVICE_NAME_HPP diff --git a/src/include/common/rpp/each_args.hpp b/src/include/common/rpp/each_args.hpp index 89e54ad53..c6b52ec7a 100644 --- a/src/include/common/rpp/each_args.hpp +++ b/src/include/common/rpp/each_args.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_EACH_ARGS_HPP #define GUARD_RPP_EACH_ARGS_HPP diff --git a/src/include/common/rpp/env.hpp b/src/include/common/rpp/env.hpp index b5681b822..baf6f9626 100644 --- a/src/include/common/rpp/env.hpp +++ b/src/include/common/rpp/env.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_ENV_HPP #define GUARD_RPP_ENV_HPP diff --git a/src/include/common/rpp/errors.hpp b/src/include/common/rpp/errors.hpp index 3f5825ad3..7a1d98cd5 100644 --- a/src/include/common/rpp/errors.hpp +++ b/src/include/common/rpp/errors.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_ERRORS_HPP #define GUARD_RPP_ERRORS_HPP diff --git a/src/include/common/rpp/gcn_asm_utils.hpp b/src/include/common/rpp/gcn_asm_utils.hpp index acc767f86..2ee682b47 100644 --- a/src/include/common/rpp/gcn_asm_utils.hpp +++ b/src/include/common/rpp/gcn_asm_utils.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GCN_ASM_UTILS_H #define GCN_ASM_UTILS_H diff --git a/src/include/common/rpp/handle.hpp b/src/include/common/rpp/handle.hpp index 1084a8917..aea5301f3 100644 --- a/src/include/common/rpp/handle.hpp +++ b/src/include/common/rpp/handle.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_CONTEXT_HPP_ #define GUARD_RPP_CONTEXT_HPP_ diff --git a/src/include/common/rpp/hip_build_utils.hpp b/src/include/common/rpp/hip_build_utils.hpp index 87b00bd7f..32cb73b68 100644 --- a/src/include/common/rpp/hip_build_utils.hpp +++ b/src/include/common/rpp/hip_build_utils.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* -* -* MIT License -* -* Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. -* -* Permission is hereby granted, free of charge, to any person obtaining a copy -* of this software and associated documentation files (the "Software"), to deal -* in the Software without restriction, including without limitation the rights -* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -* copies of the Software, and to permit persons to whom the Software is -* furnished to do so, subject to the following conditions: -* -* The above copyright notice and this permission notice shall be included in all -* copies or substantial portions of the Software. -* -* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -* SOFTWARE. -* -*******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #pragma once #include diff --git a/src/include/common/rpp/kernel.hpp b/src/include/common/rpp/kernel.hpp index 72762de22..fce4af3d6 100644 --- a/src/include/common/rpp/kernel.hpp +++ b/src/include/common/rpp/kernel.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_KERNEL_HPP #define GUARD_RPP_KERNEL_HPP diff --git a/src/include/common/rpp/kernel_cache.hpp b/src/include/common/rpp/kernel_cache.hpp index 42d54b7c1..810de9ccf 100644 --- a/src/include/common/rpp/kernel_cache.hpp +++ b/src/include/common/rpp/kernel_cache.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + /* ************************************************************************ * Copyright 2015 Vratis, Ltd. * diff --git a/src/include/common/rpp/kernel_warnings.hpp b/src/include/common/rpp/kernel_warnings.hpp index f6e5172ca..c5f3a6258 100644 --- a/src/include/common/rpp/kernel_warnings.hpp +++ b/src/include/common/rpp/kernel_warnings.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_KERNEL_WARNINGS_HPP #define GUARD_RPP_KERNEL_WARNINGS_HPP diff --git a/src/include/common/rpp/logger.hpp b/src/include/common/rpp/logger.hpp index 63199afcc..375502426 100644 --- a/src/include/common/rpp/logger.hpp +++ b/src/include/common/rpp/logger.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_LOGGER_HPP #define GUARD_RPP_LOGGER_HPP diff --git a/src/include/common/rpp/manage_ptr.hpp b/src/include/common/rpp/manage_ptr.hpp index 1cee0182e..836822ce5 100644 --- a/src/include/common/rpp/manage_ptr.hpp +++ b/src/include/common/rpp/manage_ptr.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_MANAGE_PTR_HPP #define GUARD_RPP_MANAGE_PTR_HPP diff --git a/src/include/common/rpp/md5.hpp b/src/include/common/rpp/md5.hpp index c8c216d16..674ded102 100644 --- a/src/include/common/rpp/md5.hpp +++ b/src/include/common/rpp/md5.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef GUARD_RPP_MD5_HPP diff --git a/src/include/common/rpp/object.hpp b/src/include/common/rpp/object.hpp index cbd0bcda0..d6e5b5654 100644 --- a/src/include/common/rpp/object.hpp +++ b/src/include/common/rpp/object.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_HANDLE_HPP #define GUARD_RPP_HANDLE_HPP diff --git a/src/include/common/rpp/op_kernel_args.hpp b/src/include/common/rpp/op_kernel_args.hpp index 409fcf0b1..516d366fa 100644 --- a/src/include/common/rpp/op_kernel_args.hpp +++ b/src/include/common/rpp/op_kernel_args.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #pragma once diff --git a/src/include/common/rpp/rank.hpp b/src/include/common/rpp/rank.hpp index 9e220f841..9bbd45e1f 100644 --- a/src/include/common/rpp/rank.hpp +++ b/src/include/common/rpp/rank.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_RANK_HPP #define GUARD_RPP_RANK_HPP diff --git a/src/include/common/rpp/returns.hpp b/src/include/common/rpp/returns.hpp index 31c9e7404..1c4a6f997 100644 --- a/src/include/common/rpp/returns.hpp +++ b/src/include/common/rpp/returns.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_RETURNS_HPP #define GUARD_RPP_RETURNS_HPP diff --git a/src/include/common/rpp/simple_hash.hpp b/src/include/common/rpp/simple_hash.hpp index 0c97300a0..188a72457 100644 --- a/src/include/common/rpp/simple_hash.hpp +++ b/src/include/common/rpp/simple_hash.hpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef GUARD_RPP_SIMPLE_HASH_HPP #define GUARD_RPP_SIMPLE_HASH_HPP diff --git a/src/include/common/rpp/stringutils.hpp b/src/include/common/rpp/stringutils.hpp index 3d922c85f..cb7e552f1 100644 --- a/src/include/common/rpp/stringutils.hpp +++ b/src/include/common/rpp/stringutils.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_REPLACE_HPP #define GUARD_RPP_REPLACE_HPP diff --git a/src/include/common/rpp/tmp_dir.hpp b/src/include/common/rpp/tmp_dir.hpp index 1bc42741e..2d16034d6 100644 --- a/src/include/common/rpp/tmp_dir.hpp +++ b/src/include/common/rpp/tmp_dir.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef GUARD_RPP_TMP_DIR_HPP diff --git a/src/include/common/rpp/write_file.hpp b/src/include/common/rpp/write_file.hpp index 3fe4d4d16..083c38d94 100644 --- a/src/include/common/rpp/write_file.hpp +++ b/src/include/common/rpp/write_file.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef GUARD_RPP_WRITE_FILE_HPP diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 2499bc79d..67c34de70 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_CPU_COMMON_H diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index dc79f2813..84c898b90 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef AMD_RPP_RPP_CPU_SIMD_HPP diff --git a/src/include/func_specific/reduction.hpp b/src/include/func_specific/reduction.hpp index c505fd40b..1991e8934 100644 --- a/src/include/func_specific/reduction.hpp +++ b/src/include/func_specific/reduction.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_REDUCTION_H diff --git a/src/include/func_specific/rng_seed_stream.hpp b/src/include/func_specific/rng_seed_stream.hpp index 875d003f8..133fe998c 100644 --- a/src/include/func_specific/rng_seed_stream.hpp +++ b/src/include/func_specific/rng_seed_stream.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_RNG_SEED_STREAM_H diff --git a/src/include/func_specific/spatter_mask.hpp b/src/include/func_specific/spatter_mask.hpp index 4803161b4..f0bdfe1ea 100644 --- a/src/include/func_specific/spatter_mask.hpp +++ b/src/include/func_specific/spatter_mask.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_SPATTER_H diff --git a/src/include/hip/rpp/hip_kernels.hpp b/src/include/hip/rpp/hip_kernels.hpp index 623be303e..e7c99f290 100644 --- a/src/include/hip/rpp/hip_kernels.hpp +++ b/src/include/hip/rpp/hip_kernels.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_KERNELS_H diff --git a/src/include/hip/rpp/hipoc_kernel.hpp b/src/include/hip/rpp/hipoc_kernel.hpp index 6d7ff258f..4bdf38718 100644 --- a/src/include/hip/rpp/hipoc_kernel.hpp +++ b/src/include/hip/rpp/hipoc_kernel.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_HIPOC_KERNEL_HPP #define GUARD_RPP_HIPOC_KERNEL_HPP diff --git a/src/include/hip/rpp/hipoc_program.hpp b/src/include/hip/rpp/hipoc_program.hpp index 6e56569ee..63013f7bf 100644 --- a/src/include/hip/rpp/hipoc_program.hpp +++ b/src/include/hip/rpp/hipoc_program.hpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #ifndef GUARD_RPP_HIPOC_PROGRAM_HPP #define GUARD_RPP_HIPOC_PROGRAM_HPP diff --git a/src/include/hip/rpp_hip_common.hpp b/src/include/hip/rpp_hip_common.hpp index 7501868b0..a7412aa2d 100644 --- a/src/include/hip/rpp_hip_common.hpp +++ b/src/include/hip/rpp_hip_common.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_HIP_COMMON_H diff --git a/src/include/hip/rpp_hip_roi_conversion.hpp b/src/include/hip/rpp_hip_roi_conversion.hpp index 437b7e0d1..92750e6a1 100644 --- a/src/include/hip/rpp_hip_roi_conversion.hpp +++ b/src/include/hip/rpp_hip_roi_conversion.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPP_HIP_ROI_CONVERSION_H diff --git a/src/modules/CMakeLists.txt b/src/modules/CMakeLists.txt index 161fe6880..1f47e8ee7 100644 --- a/src/modules/CMakeLists.txt +++ b/src/modules/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] project(modules) diff --git a/src/modules/binary_cache.cpp b/src/modules/binary_cache.cpp index c1f7ccc39..bac276dc9 100644 --- a/src/modules/binary_cache.cpp +++ b/src/modules/binary_cache.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include diff --git a/src/modules/cl/cl_advanced_aumentations.cpp b/src/modules/cl/cl_advanced_aumentations.cpp index 31c08156a..a0fa7300c 100644 --- a/src/modules/cl/cl_advanced_aumentations.cpp +++ b/src/modules/cl/cl_advanced_aumentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_arithmetic_operations.cpp b/src/modules/cl/cl_arithmetic_operations.cpp index c141553a1..990c6231b 100644 --- a/src/modules/cl/cl_arithmetic_operations.cpp +++ b/src/modules/cl/cl_arithmetic_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_color_model_conversions.cpp b/src/modules/cl/cl_color_model_conversions.cpp index bfda055c1..6d86bdc29 100644 --- a/src/modules/cl/cl_color_model_conversions.cpp +++ b/src/modules/cl/cl_color_model_conversions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_computer_vision.cpp b/src/modules/cl/cl_computer_vision.cpp index efa8c6a88..481ec72c8 100644 --- a/src/modules/cl/cl_computer_vision.cpp +++ b/src/modules/cl/cl_computer_vision.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_declarations.hpp b/src/modules/cl/cl_declarations.hpp index fa2dc06ca..82b4d614f 100644 --- a/src/modules/cl/cl_declarations.hpp +++ b/src/modules/cl/cl_declarations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef CL_DECLATAIONS_H diff --git a/src/modules/cl/cl_filter_functions.cpp b/src/modules/cl/cl_filter_functions.cpp index 54e7fd711..acab134de 100644 --- a/src/modules/cl/cl_filter_functions.cpp +++ b/src/modules/cl/cl_filter_functions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_fused_functions.cpp b/src/modules/cl/cl_fused_functions.cpp index 0040cc5f5..6b027419a 100644 --- a/src/modules/cl/cl_fused_functions.cpp +++ b/src/modules/cl/cl_fused_functions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_geometry_transforms.cpp b/src/modules/cl/cl_geometry_transforms.cpp index 13d2fa7d0..59c81aa28 100644 --- a/src/modules/cl/cl_geometry_transforms.cpp +++ b/src/modules/cl/cl_geometry_transforms.cpp @@ -1,6 +1,8 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -9,16 +11,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_image_augmentations.cpp b/src/modules/cl/cl_image_augmentations.cpp index 14568c259..2748bce2e 100644 --- a/src/modules/cl/cl_image_augmentations.cpp +++ b/src/modules/cl/cl_image_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_logical_operations.cpp b/src/modules/cl/cl_logical_operations.cpp index 0a2cfb71e..8a0eab5b8 100644 --- a/src/modules/cl/cl_logical_operations.cpp +++ b/src/modules/cl/cl_logical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_morphological_transforms.cpp b/src/modules/cl/cl_morphological_transforms.cpp index b0474b17d..31e9a33d8 100644 --- a/src/modules/cl/cl_morphological_transforms.cpp +++ b/src/modules/cl/cl_morphological_transforms.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_statistical_operations.cpp b/src/modules/cl/cl_statistical_operations.cpp index cf5eb210d..f5c1297f1 100644 --- a/src/modules/cl/cl_statistical_operations.cpp +++ b/src/modules/cl/cl_statistical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_utilities.cpp b/src/modules/cl/cl_utilities.cpp index 91e6f5ecd..d30bc9c64 100644 --- a/src/modules/cl/cl_utilities.cpp +++ b/src/modules/cl/cl_utilities.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/cl_vision.cpp b/src/modules/cl/cl_vision.cpp index 2aea4ddfb..805d6e41a 100644 --- a/src/modules/cl/cl_vision.cpp +++ b/src/modules/cl/cl_vision.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_cl_common.hpp" diff --git a/src/modules/cl/clhelper.cpp b/src/modules/cl/clhelper.cpp index afb05ea94..a2ce0c3af 100644 --- a/src/modules/cl/clhelper.cpp +++ b/src/modules/cl/clhelper.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include diff --git a/src/modules/cl/gcn_asm_utils.cpp b/src/modules/cl/gcn_asm_utils.cpp index 0674ea2f0..b0f4bf8cb 100644 --- a/src/modules/cl/gcn_asm_utils.cpp +++ b/src/modules/cl/gcn_asm_utils.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include #include #include diff --git a/src/modules/cl/handleocl.cpp b/src/modules/cl/handleocl.cpp index 272099509..87f3f73ee 100644 --- a/src/modules/cl/handleocl.cpp +++ b/src/modules/cl/handleocl.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #ifndef _WIN32 @@ -727,7 +725,7 @@ KernelInvoke Handle::Run(Kernel k) auto Handle::GetKernels(const std::string& algorithm, const std::string& network_config) { auto kernels = this->GetKernelsImpl(algorithm, network_config); - + std::vector transformedKernels; transformedKernels.reserve(kernels.size()); diff --git a/src/modules/cl/hip_build_utils.cpp b/src/modules/cl/hip_build_utils.cpp index 630362aef..ca1f57bf0 100644 --- a/src/modules/cl/hip_build_utils.cpp +++ b/src/modules/cl/hip_build_utils.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/cl/load_file.cpp b/src/modules/cl/load_file.cpp index 39b147ff2..3fccdabe9 100644 --- a/src/modules/cl/load_file.cpp +++ b/src/modules/cl/load_file.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/cl/ocl_kernel.cpp b/src/modules/cl/ocl_kernel.cpp index 0eec4853d..ac58aa499 100644 --- a/src/modules/cl/ocl_kernel.cpp +++ b/src/modules/cl/ocl_kernel.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include "rpp/oclkernel.hpp" #include "rpp/logger.hpp" diff --git a/src/modules/cl/oclerrors.cpp b/src/modules/cl/oclerrors.cpp index 7d5937c72..ea4faeb01 100644 --- a/src/modules/cl/oclerrors.cpp +++ b/src/modules/cl/oclerrors.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include #include diff --git a/src/modules/cl/temp_file.cpp b/src/modules/cl/temp_file.cpp index 7a2df141a..9051881cc 100644 --- a/src/modules/cl/temp_file.cpp +++ b/src/modules/cl/temp_file.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/cl/tmp_dir.cpp b/src/modules/cl/tmp_dir.cpp index d982e424c..789ac1d84 100644 --- a/src/modules/cl/tmp_dir.cpp +++ b/src/modules/cl/tmp_dir.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/cl/utilocl.cpp b/src/modules/cl/utilocl.cpp index 1802c109d..2d2ebc465 100644 --- a/src/modules/cl/utilocl.cpp +++ b/src/modules/cl/utilocl.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include diff --git a/src/modules/cpu/host_advanced_augmentations.hpp b/src/modules/cpu/host_advanced_augmentations.hpp index 44f5c5355..e8dfb41b0 100644 --- a/src/modules/cpu/host_advanced_augmentations.hpp +++ b/src/modules/cpu/host_advanced_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_ADVANCED_AUGMENTATIONS_H diff --git a/src/modules/cpu/host_arithmetic_operations.hpp b/src/modules/cpu/host_arithmetic_operations.hpp index ca5dc5b23..a9bc50737 100644 --- a/src/modules/cpu/host_arithmetic_operations.hpp +++ b/src/modules/cpu/host_arithmetic_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_ARITHMETIC_OPERATIONS_HPP diff --git a/src/modules/cpu/host_color_model_conversions.hpp b/src/modules/cpu/host_color_model_conversions.hpp index e67238968..0ae91e237 100644 --- a/src/modules/cpu/host_color_model_conversions.hpp +++ b/src/modules/cpu/host_color_model_conversions.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_COLOR_MODER_CONVERSIONS_HPP diff --git a/src/modules/cpu/host_computer_vision.hpp b/src/modules/cpu/host_computer_vision.hpp index 927335e66..2920e73f5 100644 --- a/src/modules/cpu/host_computer_vision.hpp +++ b/src/modules/cpu/host_computer_vision.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_COMPUTER_VISION_HPP diff --git a/src/modules/cpu/host_filter_operations.hpp b/src/modules/cpu/host_filter_operations.hpp index af03ce41b..aad71ab5f 100644 --- a/src/modules/cpu/host_filter_operations.hpp +++ b/src/modules/cpu/host_filter_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_FILTER_OPERATIONS_HPP diff --git a/src/modules/cpu/host_fused_functions.hpp b/src/modules/cpu/host_fused_functions.hpp index 9329109ff..f2e38046b 100644 --- a/src/modules/cpu/host_fused_functions.hpp +++ b/src/modules/cpu/host_fused_functions.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_FUSED_FUNCTIONS_H diff --git a/src/modules/cpu/host_geometry_transforms.hpp b/src/modules/cpu/host_geometry_transforms.hpp index 21c4d55ed..76de653a9 100644 --- a/src/modules/cpu/host_geometry_transforms.hpp +++ b/src/modules/cpu/host_geometry_transforms.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_GEOMETRIC_TRASFORMS_HPP diff --git a/src/modules/cpu/host_image_augmentations.hpp b/src/modules/cpu/host_image_augmentations.hpp index de7ae4968..4a841032c 100644 --- a/src/modules/cpu/host_image_augmentations.hpp +++ b/src/modules/cpu/host_image_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_IMAGE_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/host_logical_operations.hpp b/src/modules/cpu/host_logical_operations.hpp index 7b81c1af3..c9a5034b9 100644 --- a/src/modules/cpu/host_logical_operations.hpp +++ b/src/modules/cpu/host_logical_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_LOGICAL_OPERATIONS_HPP diff --git a/src/modules/cpu/host_morphological_transforms.hpp b/src/modules/cpu/host_morphological_transforms.hpp index 3d3c22009..41008d38b 100644 --- a/src/modules/cpu/host_morphological_transforms.hpp +++ b/src/modules/cpu/host_morphological_transforms.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_MORPHOLOGICAL_TRANSFORMS_HPP diff --git a/src/modules/cpu/host_statistical_operations.hpp b/src/modules/cpu/host_statistical_operations.hpp index 8539ff932..d6f90d61f 100644 --- a/src/modules/cpu/host_statistical_operations.hpp +++ b/src/modules/cpu/host_statistical_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef STATISTICAL_OPERATIONS_HPP diff --git a/src/modules/cpu/host_tensor_arithmetic_operations.hpp b/src/modules/cpu/host_tensor_arithmetic_operations.hpp index 99bda4661..96553489d 100644 --- a/src/modules/cpu/host_tensor_arithmetic_operations.hpp +++ b/src/modules/cpu/host_tensor_arithmetic_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP diff --git a/src/modules/cpu/host_tensor_audio_augmentations.hpp b/src/modules/cpu/host_tensor_audio_augmentations.hpp index 29fa65b66..7737b38c3 100644 --- a/src/modules/cpu/host_tensor_audio_augmentations.hpp +++ b/src/modules/cpu/host_tensor_audio_augmentations.hpp @@ -1,20 +1,25 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_AUDIO_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/host_tensor_color_augmentations.hpp b/src/modules/cpu/host_tensor_color_augmentations.hpp index bd8592a9a..19e0b471c 100644 --- a/src/modules/cpu/host_tensor_color_augmentations.hpp +++ b/src/modules/cpu/host_tensor_color_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_COLOR_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/host_tensor_data_exchange_operations.hpp b/src/modules/cpu/host_tensor_data_exchange_operations.hpp index bc2b17a23..2386e155a 100644 --- a/src/modules/cpu/host_tensor_data_exchange_operations.hpp +++ b/src/modules/cpu/host_tensor_data_exchange_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_DATA_EXCHANGEE_OPERATIONS_HPP diff --git a/src/modules/cpu/host_tensor_effects_augmentations.hpp b/src/modules/cpu/host_tensor_effects_augmentations.hpp index 0800728aa..9bb30e6f0 100644 --- a/src/modules/cpu/host_tensor_effects_augmentations.hpp +++ b/src/modules/cpu/host_tensor_effects_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/host_tensor_geometric_augmentations.hpp b/src/modules/cpu/host_tensor_geometric_augmentations.hpp index e8c2420f9..1d7c9d1a3 100644 --- a/src/modules/cpu/host_tensor_geometric_augmentations.hpp +++ b/src/modules/cpu/host_tensor_geometric_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_GEOMETRIC_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/host_tensor_statistical_operations.hpp b/src/modules/cpu/host_tensor_statistical_operations.hpp index b3fac4e2a..dae3e6236 100644 --- a/src/modules/cpu/host_tensor_statistical_operations.hpp +++ b/src/modules/cpu/host_tensor_statistical_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HOST_TENSOR_STATISTICAL_OPERATIONS_HPP diff --git a/src/modules/cpu/kernel/blend.hpp b/src/modules/cpu/kernel/blend.hpp index 8b6e8e8c4..148b7a4fb 100644 --- a/src/modules/cpu/kernel/blend.hpp +++ b/src/modules/cpu/kernel/blend.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/brightness.hpp b/src/modules/cpu/kernel/brightness.hpp index fe66d197c..cec8d0398 100644 --- a/src/modules/cpu/kernel/brightness.hpp +++ b/src/modules/cpu/kernel/brightness.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/color_cast.hpp b/src/modules/cpu/kernel/color_cast.hpp index 437084950..d8fd20975 100644 --- a/src/modules/cpu/kernel/color_cast.hpp +++ b/src/modules/cpu/kernel/color_cast.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/color_jitter.hpp b/src/modules/cpu/kernel/color_jitter.hpp index e864222d8..cb3a91566 100644 --- a/src/modules/cpu/kernel/color_jitter.hpp +++ b/src/modules/cpu/kernel/color_jitter.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/color_to_greyscale.hpp b/src/modules/cpu/kernel/color_to_greyscale.hpp index 2a90dec64..3df62b1c1 100644 --- a/src/modules/cpu/kernel/color_to_greyscale.hpp +++ b/src/modules/cpu/kernel/color_to_greyscale.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/color_twist.hpp b/src/modules/cpu/kernel/color_twist.hpp index b1f3d406e..2fc94e117 100644 --- a/src/modules/cpu/kernel/color_twist.hpp +++ b/src/modules/cpu/kernel/color_twist.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/contrast.hpp b/src/modules/cpu/kernel/contrast.hpp index d3de3b0b4..311835f74 100644 --- a/src/modules/cpu/kernel/contrast.hpp +++ b/src/modules/cpu/kernel/contrast.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/copy.hpp b/src/modules/cpu/kernel/copy.hpp index e9f4655df..c3e31a629 100644 --- a/src/modules/cpu/kernel/copy.hpp +++ b/src/modules/cpu/kernel/copy.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/crop.hpp b/src/modules/cpu/kernel/crop.hpp index d88f85ad9..5c4f0f379 100644 --- a/src/modules/cpu/kernel/crop.hpp +++ b/src/modules/cpu/kernel/crop.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/crop_mirror_normalize.hpp b/src/modules/cpu/kernel/crop_mirror_normalize.hpp index f84c8ce72..a2d5ee8ad 100644 --- a/src/modules/cpu/kernel/crop_mirror_normalize.hpp +++ b/src/modules/cpu/kernel/crop_mirror_normalize.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/exposure.hpp b/src/modules/cpu/kernel/exposure.hpp index 80b0fa53a..adcd9b5d3 100644 --- a/src/modules/cpu/kernel/exposure.hpp +++ b/src/modules/cpu/kernel/exposure.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/flip.hpp b/src/modules/cpu/kernel/flip.hpp index fe8d05441..0eb5693a3 100644 --- a/src/modules/cpu/kernel/flip.hpp +++ b/src/modules/cpu/kernel/flip.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/fused_multiply_add_scalar.hpp b/src/modules/cpu/kernel/fused_multiply_add_scalar.hpp index e604713dc..609120f30 100644 --- a/src/modules/cpu/kernel/fused_multiply_add_scalar.hpp +++ b/src/modules/cpu/kernel/fused_multiply_add_scalar.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/gamma_correction.hpp b/src/modules/cpu/kernel/gamma_correction.hpp index e32a1207a..b676f11a8 100644 --- a/src/modules/cpu/kernel/gamma_correction.hpp +++ b/src/modules/cpu/kernel/gamma_correction.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/gridmask.hpp b/src/modules/cpu/kernel/gridmask.hpp index 54030317d..87336c683 100644 --- a/src/modules/cpu/kernel/gridmask.hpp +++ b/src/modules/cpu/kernel/gridmask.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/lut.hpp b/src/modules/cpu/kernel/lut.hpp index ae44d40cc..352a1e021 100644 --- a/src/modules/cpu/kernel/lut.hpp +++ b/src/modules/cpu/kernel/lut.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "rppdefs.h" #include "rpp_cpu_common.hpp" diff --git a/src/modules/cpu/kernel/noise_gaussian.hpp b/src/modules/cpu/kernel/noise_gaussian.hpp index 125839e3c..67e4b0934 100644 --- a/src/modules/cpu/kernel/noise_gaussian.hpp +++ b/src/modules/cpu/kernel/noise_gaussian.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/noise_salt_and_pepper.hpp b/src/modules/cpu/kernel/noise_salt_and_pepper.hpp index c949927fd..256181842 100644 --- a/src/modules/cpu/kernel/noise_salt_and_pepper.hpp +++ b/src/modules/cpu/kernel/noise_salt_and_pepper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/noise_shot.hpp b/src/modules/cpu/kernel/noise_shot.hpp index b65511c7f..704f115f3 100644 --- a/src/modules/cpu/kernel/noise_shot.hpp +++ b/src/modules/cpu/kernel/noise_shot.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/non_linear_blend.hpp b/src/modules/cpu/kernel/non_linear_blend.hpp index db2180afd..6448bfe0b 100644 --- a/src/modules/cpu/kernel/non_linear_blend.hpp +++ b/src/modules/cpu/kernel/non_linear_blend.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/non_silent_region_detection.hpp b/src/modules/cpu/kernel/non_silent_region_detection.hpp index 48095d080..74dffb18e 100644 --- a/src/modules/cpu/kernel/non_silent_region_detection.hpp +++ b/src/modules/cpu/kernel/non_silent_region_detection.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,19 +10,18 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ - /* Non Silent Region Detection requires Moving Mean Square (MMS) computation on input audio data MMS buffer is a 1D buffer having same length as input audio. The algorithm used for MMS computation is explained with a sample use case diff --git a/src/modules/cpu/kernel/phase.hpp b/src/modules/cpu/kernel/phase.hpp index fb463a3ea..5e7c2de4c 100644 --- a/src/modules/cpu/kernel/phase.hpp +++ b/src/modules/cpu/kernel/phase.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/pre_emphasis_filter.hpp b/src/modules/cpu/kernel/pre_emphasis_filter.hpp index ffed17949..1d25921ad 100644 --- a/src/modules/cpu/kernel/pre_emphasis_filter.hpp +++ b/src/modules/cpu/kernel/pre_emphasis_filter.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/resize.hpp b/src/modules/cpu/kernel/resize.hpp index 68b358d02..12ff039f6 100644 --- a/src/modules/cpu/kernel/resize.hpp +++ b/src/modules/cpu/kernel/resize.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/resize_crop_mirror.hpp b/src/modules/cpu/kernel/resize_crop_mirror.hpp index 06ef7c683..071db0959 100644 --- a/src/modules/cpu/kernel/resize_crop_mirror.hpp +++ b/src/modules/cpu/kernel/resize_crop_mirror.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/resize_mirror_normalize.hpp b/src/modules/cpu/kernel/resize_mirror_normalize.hpp index 0de87fac8..1d9309126 100644 --- a/src/modules/cpu/kernel/resize_mirror_normalize.hpp +++ b/src/modules/cpu/kernel/resize_mirror_normalize.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/ricap.hpp b/src/modules/cpu/kernel/ricap.hpp index 75d24bfd0..a29758518 100644 --- a/src/modules/cpu/kernel/ricap.hpp +++ b/src/modules/cpu/kernel/ricap.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/slice.hpp b/src/modules/cpu/kernel/slice.hpp index 0e4be7c3d..c451b67b4 100644 --- a/src/modules/cpu/kernel/slice.hpp +++ b/src/modules/cpu/kernel/slice.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/spatter.hpp b/src/modules/cpu/kernel/spatter.hpp index d3b3305d4..9da65d261 100644 --- a/src/modules/cpu/kernel/spatter.hpp +++ b/src/modules/cpu/kernel/spatter.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/cpu/kernel/swap_channels.hpp b/src/modules/cpu/kernel/swap_channels.hpp index a590cbbb2..1677c0120 100644 --- a/src/modules/cpu/kernel/swap_channels.hpp +++ b/src/modules/cpu/kernel/swap_channels.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/tensor_sum.hpp b/src/modules/cpu/kernel/tensor_sum.hpp index 1966609dd..72eef2b73 100644 --- a/src/modules/cpu/kernel/tensor_sum.hpp +++ b/src/modules/cpu/kernel/tensor_sum.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "rppdefs.h" #include "rpp_cpu_simd.hpp" #include "rpp_cpu_common.hpp" diff --git a/src/modules/cpu/kernel/to_decibels.hpp b/src/modules/cpu/kernel/to_decibels.hpp index 9398da791..30923e0f2 100644 --- a/src/modules/cpu/kernel/to_decibels.hpp +++ b/src/modules/cpu/kernel/to_decibels.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/warp_affine.hpp b/src/modules/cpu/kernel/warp_affine.hpp index 306ef6bc0..9fd335c29 100644 --- a/src/modules/cpu/kernel/warp_affine.hpp +++ b/src/modules/cpu/kernel/warp_affine.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/cpu/kernel/water.hpp b/src/modules/cpu/kernel/water.hpp index 86aa3075b..3f0b1c509 100644 --- a/src/modules/cpu/kernel/water.hpp +++ b/src/modules/cpu/kernel/water.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "rppdefs.h" #include "rpp_cpu_simd.hpp" #include "rpp_cpu_common.hpp" diff --git a/src/modules/handle_api.cpp b/src/modules/handle_api.cpp index 17b62a4d9..6fd59f864 100644 --- a/src/modules/handle_api.cpp +++ b/src/modules/handle_api.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include "rpp/errors.hpp" diff --git a/src/modules/handlehost.cpp b/src/modules/handlehost.cpp index 930e02ab5..510c06dd0 100644 --- a/src/modules/handlehost.cpp +++ b/src/modules/handlehost.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef _WIN32 #include diff --git a/src/modules/hip/handlehip.cpp b/src/modules/hip/handlehip.cpp index a81199891..ef675ca1b 100644 --- a/src/modules/hip/handlehip.cpp +++ b/src/modules/hip/handlehip.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #ifndef _WIN32 #include diff --git a/src/modules/hip/hip_advanced_augmentation.cpp b/src/modules/hip/hip_advanced_augmentation.cpp index f3adcc5ff..2e09f1a5c 100644 --- a/src/modules/hip/hip_advanced_augmentation.cpp +++ b/src/modules/hip/hip_advanced_augmentation.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_arithmetic_operations.cpp b/src/modules/hip/hip_arithmetic_operations.cpp index 852585afa..4dde16d15 100644 --- a/src/modules/hip/hip_arithmetic_operations.cpp +++ b/src/modules/hip/hip_arithmetic_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_build_utils.cpp b/src/modules/hip/hip_build_utils.cpp index 630362aef..ca1f57bf0 100644 --- a/src/modules/hip/hip_build_utils.cpp +++ b/src/modules/hip/hip_build_utils.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/hip/hip_color_model_conversions.cpp b/src/modules/hip/hip_color_model_conversions.cpp index 859622579..aea0df3c6 100644 --- a/src/modules/hip/hip_color_model_conversions.cpp +++ b/src/modules/hip/hip_color_model_conversions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_computer_vision.cpp b/src/modules/hip/hip_computer_vision.cpp index c685cb0f2..48f893fc5 100644 --- a/src/modules/hip/hip_computer_vision.cpp +++ b/src/modules/hip/hip_computer_vision.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_declarations.hpp b/src/modules/hip/hip_declarations.hpp index f01379190..0997f9cb5 100644 --- a/src/modules/hip/hip_declarations.hpp +++ b/src/modules/hip/hip_declarations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_DECLARATIONS_H diff --git a/src/modules/hip/hip_filter_functions.cpp b/src/modules/hip/hip_filter_functions.cpp index 5effcdee0..f6be5a64a 100644 --- a/src/modules/hip/hip_filter_functions.cpp +++ b/src/modules/hip/hip_filter_functions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_fused_functions.cpp b/src/modules/hip/hip_fused_functions.cpp index a65f9747e..da66ab058 100644 --- a/src/modules/hip/hip_fused_functions.cpp +++ b/src/modules/hip/hip_fused_functions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_geometry_transforms.cpp b/src/modules/hip/hip_geometry_transforms.cpp index 18d7e463c..50a459822 100644 --- a/src/modules/hip/hip_geometry_transforms.cpp +++ b/src/modules/hip/hip_geometry_transforms.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_image_augmentations.cpp b/src/modules/hip/hip_image_augmentations.cpp index a1f394256..db1f8bb28 100644 --- a/src/modules/hip/hip_image_augmentations.cpp +++ b/src/modules/hip/hip_image_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_logical_operations.cpp b/src/modules/hip/hip_logical_operations.cpp index 15dd62d31..723f667d8 100644 --- a/src/modules/hip/hip_logical_operations.cpp +++ b/src/modules/hip/hip_logical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_morphological_transforms.cpp b/src/modules/hip/hip_morphological_transforms.cpp index 1af1047e6..9a315f800 100644 --- a/src/modules/hip/hip_morphological_transforms.cpp +++ b/src/modules/hip/hip_morphological_transforms.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_statistical_operations.cpp b/src/modules/hip/hip_statistical_operations.cpp index 42b61a8ce..998f5083e 100644 --- a/src/modules/hip/hip_statistical_operations.cpp +++ b/src/modules/hip/hip_statistical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "hip_declarations.hpp" diff --git a/src/modules/hip/hip_tensor_arithmetic_operations.hpp b/src/modules/hip/hip_tensor_arithmetic_operations.hpp index 670977270..55fbb7832 100644 --- a/src/modules/hip/hip_tensor_arithmetic_operations.hpp +++ b/src/modules/hip/hip_tensor_arithmetic_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_ARITHMEETIC_OPERATIONS_HPP diff --git a/src/modules/hip/hip_tensor_color_augmentations.hpp b/src/modules/hip/hip_tensor_color_augmentations.hpp index 6f8735640..873f06b97 100644 --- a/src/modules/hip/hip_tensor_color_augmentations.hpp +++ b/src/modules/hip/hip_tensor_color_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_COLOR_AUGMENTATIONS_HPP diff --git a/src/modules/hip/hip_tensor_data_exchange_operations.hpp b/src/modules/hip/hip_tensor_data_exchange_operations.hpp index 535d6cab1..eef9c9e9b 100644 --- a/src/modules/hip/hip_tensor_data_exchange_operations.hpp +++ b/src/modules/hip/hip_tensor_data_exchange_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_DATA_EXCHANGE_OPERATIONS_HPP diff --git a/src/modules/hip/hip_tensor_effects_augmentations.hpp b/src/modules/hip/hip_tensor_effects_augmentations.hpp index 23952dd73..ee62ee4dd 100644 --- a/src/modules/hip/hip_tensor_effects_augmentations.hpp +++ b/src/modules/hip/hip_tensor_effects_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/hip/hip_tensor_filter_augmentations.hpp b/src/modules/hip/hip_tensor_filter_augmentations.hpp index ceb9a0b56..367d29722 100644 --- a/src/modules/hip/hip_tensor_filter_augmentations.hpp +++ b/src/modules/hip/hip_tensor_filter_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_FILTER_AUGMENTATIONS_HPP diff --git a/src/modules/hip/hip_tensor_geometric_augmentations.hpp b/src/modules/hip/hip_tensor_geometric_augmentations.hpp index 15b1da469..429e6db10 100644 --- a/src/modules/hip/hip_tensor_geometric_augmentations.hpp +++ b/src/modules/hip/hip_tensor_geometric_augmentations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_GEOMETRIC_AUGMENTATIONS_HPP diff --git a/src/modules/hip/hip_tensor_morphological_operations.hpp b/src/modules/hip/hip_tensor_morphological_operations.hpp index 807ffdda8..43b4ed86a 100644 --- a/src/modules/hip/hip_tensor_morphological_operations.hpp +++ b/src/modules/hip/hip_tensor_morphological_operations.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_MORPHOLOGICAL_OPERATIONS_HPP diff --git a/src/modules/hip/hip_tensor_statistical_operations.hpp b/src/modules/hip/hip_tensor_statistical_operations.hpp index 0d5c4b05d..328a232a1 100644 --- a/src/modules/hip/hip_tensor_statistical_operations.hpp +++ b/src/modules/hip/hip_tensor_statistical_operations.hpp @@ -1,20 +1,25 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef HIP_TENSOR_STATISTICAL_OPERATIONS_HPP diff --git a/src/modules/hip/hip_utilities.cpp b/src/modules/hip/hip_utilities.cpp index b9fc15cfa..91f09cdf9 100644 --- a/src/modules/hip/hip_utilities.cpp +++ b/src/modules/hip/hip_utilities.cpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "hip_declarations.hpp" void max_size(Rpp32u *height, Rpp32u *width, unsigned int batch_size, unsigned int *max_height, unsigned int *max_width) diff --git a/src/modules/hip/hiperrors.cpp b/src/modules/hip/hiperrors.cpp index cc1fb895b..68a96ebd1 100644 --- a/src/modules/hip/hiperrors.cpp +++ b/src/modules/hip/hiperrors.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include diff --git a/src/modules/hip/hipoc_kernel.cpp b/src/modules/hip/hipoc_kernel.cpp index db639fe15..aec23be96 100644 --- a/src/modules/hip/hipoc_kernel.cpp +++ b/src/modules/hip/hipoc_kernel.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include @@ -60,7 +58,7 @@ void HIPOCKernelInvoke::run(void* args, std::size_t size) const } - + #if defined (HSACOO) || defined (HIPRTC) auto status = hipExtModuleLaunchKernel(fun, diff --git a/src/modules/hip/hipoc_program.cpp b/src/modules/hip/hipoc_program.cpp index 1909daca1..148f6f748 100644 --- a/src/modules/hip/hipoc_program.cpp +++ b/src/modules/hip/hipoc_program.cpp @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include diff --git a/src/modules/hip/tmp_dir.cpp b/src/modules/hip/tmp_dir.cpp index 212655f12..789ac1d84 100644 --- a/src/modules/hip/tmp_dir.cpp +++ b/src/modules/hip/tmp_dir.cpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include #include "filesystem.h" #include "rpp/tmp_dir.hpp" diff --git a/src/modules/kernel_cache.cpp b/src/modules/kernel_cache.cpp index cd2a35b4b..d3bc98073 100644 --- a/src/modules/kernel_cache.cpp +++ b/src/modules/kernel_cache.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + /* ************************************************************************ * Copyright 2015 Vratis, Ltd. * diff --git a/src/modules/kernels/kernel.cpp.in b/src/modules/kernels/kernel.cpp.in index 1b9dd352a..4378e83f3 100644 --- a/src/modules/kernels/kernel.cpp.in +++ b/src/modules/kernels/kernel.cpp.in @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include diff --git a/src/modules/kernels/kernel_includes.cpp.in b/src/modules/kernels/kernel_includes.cpp.in index 4824071c8..1c7b9953f 100644 --- a/src/modules/kernels/kernel_includes.cpp.in +++ b/src/modules/kernels/kernel_includes.cpp.in @@ -1,28 +1,26 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ #include #include diff --git a/src/modules/logger.cpp b/src/modules/logger.cpp index 05b8d3dc8..c880cf4a3 100644 --- a/src/modules/logger.cpp +++ b/src/modules/logger.cpp @@ -1,28 +1,27 @@ -/******************************************************************************* - * - * MIT License - * - * Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to deal - * in the Software without restriction, including without limitation the rights - * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - * copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - * - *******************************************************************************/ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include #ifdef __linux__ diff --git a/src/modules/rppi_advanced_augmentations.cpp b/src/modules/rppi_advanced_augmentations.cpp index e2ed1b0f4..4836de107 100644 --- a/src/modules/rppi_advanced_augmentations.cpp +++ b/src/modules/rppi_advanced_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_arithmetic_operations.cpp b/src/modules/rppi_arithmetic_operations.cpp index b0c1c10d4..63eed1ebc 100644 --- a/src/modules/rppi_arithmetic_operations.cpp +++ b/src/modules/rppi_arithmetic_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_color_model_conversions.cpp b/src/modules/rppi_color_model_conversions.cpp index d847b7f68..56d81f51a 100644 --- a/src/modules/rppi_color_model_conversions.cpp +++ b/src/modules/rppi_color_model_conversions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_computer_vision.cpp b/src/modules/rppi_computer_vision.cpp index 1bd097ed9..d1d4c4aeb 100644 --- a/src/modules/rppi_computer_vision.cpp +++ b/src/modules/rppi_computer_vision.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_filter_operations.cpp b/src/modules/rppi_filter_operations.cpp index 7636be81b..3e0a144f7 100644 --- a/src/modules/rppi_filter_operations.cpp +++ b/src/modules/rppi_filter_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_fused_functions.cpp b/src/modules/rppi_fused_functions.cpp index db3bb2524..7d44479fa 100644 --- a/src/modules/rppi_fused_functions.cpp +++ b/src/modules/rppi_fused_functions.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_geometry_transforms.cpp b/src/modules/rppi_geometry_transforms.cpp index cd7b02ca8..55a41d7e4 100644 --- a/src/modules/rppi_geometry_transforms.cpp +++ b/src/modules/rppi_geometry_transforms.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_image_augmentations.cpp b/src/modules/rppi_image_augmentations.cpp index 8b4d82a7c..9d7c8a38a 100644 --- a/src/modules/rppi_image_augmentations.cpp +++ b/src/modules/rppi_image_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_logical_operations.cpp b/src/modules/rppi_logical_operations.cpp index b64bf4009..2034af325 100644 --- a/src/modules/rppi_logical_operations.cpp +++ b/src/modules/rppi_logical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_morphological_operations.cpp b/src/modules/rppi_morphological_operations.cpp index 7c46303bb..e7a5deb94 100644 --- a/src/modules/rppi_morphological_operations.cpp +++ b/src/modules/rppi_morphological_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_statistical_operations.cpp b/src/modules/rppi_statistical_operations.cpp index 4706a6b97..72cddd636 100644 --- a/src/modules/rppi_statistical_operations.cpp +++ b/src/modules/rppi_statistical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppi_validate.hpp b/src/modules/rppi_validate.hpp index 6450179fe..e35e5c514 100644 --- a/src/modules/rppi_validate.hpp +++ b/src/modules/rppi_validate.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef RPPI_VALIDATE_OPERATIONS_FUNCTIONS diff --git a/src/modules/rppt_tensor_arithmetic_operations.cpp b/src/modules/rppt_tensor_arithmetic_operations.cpp index add3e3402..daf0479ee 100644 --- a/src/modules/rppt_tensor_arithmetic_operations.cpp +++ b/src/modules/rppt_tensor_arithmetic_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_audio_augmentations.cpp b/src/modules/rppt_tensor_audio_augmentations.cpp index 35b9aa735..23b52bc44 100644 --- a/src/modules/rppt_tensor_audio_augmentations.cpp +++ b/src/modules/rppt_tensor_audio_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_color_augmentations.cpp b/src/modules/rppt_tensor_color_augmentations.cpp index b5b6f66df..be61b6da1 100644 --- a/src/modules/rppt_tensor_color_augmentations.cpp +++ b/src/modules/rppt_tensor_color_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_data_exchange_operations.cpp b/src/modules/rppt_tensor_data_exchange_operations.cpp index fc2a44e23..189bbe3b2 100644 --- a/src/modules/rppt_tensor_data_exchange_operations.cpp +++ b/src/modules/rppt_tensor_data_exchange_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 951f357ff..63780adba 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/src/modules/rppt_tensor_filter_augmentations.cpp b/src/modules/rppt_tensor_filter_augmentations.cpp index d4bd78303..5d06840dc 100644 --- a/src/modules/rppt_tensor_filter_augmentations.cpp +++ b/src/modules/rppt_tensor_filter_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index 53d288faa..dd0464ef6 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_morphological_operations.cpp b/src/modules/rppt_tensor_morphological_operations.cpp index ed4d9ef74..218eeb7d5 100644 --- a/src/modules/rppt_tensor_morphological_operations.cpp +++ b/src/modules/rppt_tensor_morphological_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/src/modules/rppt_tensor_statistical_operations.cpp b/src/modules/rppt_tensor_statistical_operations.cpp index 9287ab520..f17028e5e 100644 --- a/src/modules/rppt_tensor_statistical_operations.cpp +++ b/src/modules/rppt_tensor_statistical_operations.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rppdefs.h" diff --git a/utilities/examples/brightness/CMakeLists.txt b/utilities/examples/brightness/CMakeLists.txt index 9787319a6..da7eb999f 100644 --- a/utilities/examples/brightness/CMakeLists.txt +++ b/utilities/examples/brightness/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) project(examples/brightness) diff --git a/utilities/examples/brightness/brightness_hip.cpp b/utilities/examples/brightness/brightness_hip.cpp index 33bbab44a..7cd09d9cb 100644 --- a/utilities/examples/brightness/brightness_hip.cpp +++ b/utilities/examples/brightness/brightness_hip.cpp @@ -1,20 +1,25 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -184,12 +189,12 @@ int main(int argc, char **argv) exit(0); } - Rpp32u outputChannels = inputChannels; + Rpp32u outputChannels = inputChannels; Rpp32u offsetInBytes = 0; // Set numDims, offset, n/c/h/w values, strides for src/dst set_descriptor_dims_and_strides(srcDescPtr, noOfImages, maxHeight, maxWidth, inputChannels, offsetInBytes); - set_descriptor_dims_and_strides(dstDescPtr, noOfImages, maxDstHeight, maxDstWidth, outputChannels, offsetInBytes); + set_descriptor_dims_and_strides(dstDescPtr, noOfImages, maxDstHeight, maxDstWidth, outputChannels, offsetInBytes); // Set buffer sizes in pixels for src/dst ioBufferSize = (Rpp64u)srcDescPtr->h * (Rpp64u)srcDescPtr->w * (Rpp64u)srcDescPtr->c * (Rpp64u)noOfImages; diff --git a/utilities/examples/brightness/brightness_hip.h b/utilities/examples/brightness/brightness_hip.h index e4b0401a1..d8a618736 100644 --- a/utilities/examples/brightness/brightness_hip.h +++ b/utilities/examples/brightness/brightness_hip.h @@ -1,20 +1,25 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -69,7 +74,7 @@ inline string set_function_type(int layoutType, int outputFormatToggle) if (outputFormatToggle) funcType += "_toPKD3"; else - funcType += "_toPLN3"; + funcType += "_toPLN3"; } else { diff --git a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pkd3.cpp b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pkd3.cpp index 2d4913dbb..e1ee868a2 100644 --- a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pkd3.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pkd3.cpp @@ -1,6 +1,7 @@ - /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -9,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln1.cpp b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln1.cpp index 51560d004..997b4b5dd 100644 --- a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln1.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln3.cpp b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln3.cpp index 45d4ed032..4799c80d0 100644 --- a/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln3.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/BatchPD_hip_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/CMakeLists.txt b/utilities/rpp-performancetests/HIP_NEW/CMakeLists.txt index 30e4076e9..cfd0c57cd 100644 --- a/utilities/rpp-performancetests/HIP_NEW/CMakeLists.txt +++ b/utilities/rpp-performancetests/HIP_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) project(rpp_performancetests/HIP_NEW) diff --git a/utilities/rpp-performancetests/HIP_NEW/Single_host.cpp b/utilities/rpp-performancetests/HIP_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-performancetests/HIP_NEW/Single_host.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pkd3.cpp b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pkd3.cpp index 22d8f1084..cd3f96692 100644 --- a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pkd3.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln1.cpp b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln1.cpp index c1fcff9b8..e2123839f 100644 --- a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln1.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln3.cpp b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln3.cpp index e6fd779a8..677b49baa 100644 --- a/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln3.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/Tensor_hip_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HIP_NEW/generatePerformanceLogs.py b/utilities/rpp-performancetests/HIP_NEW/generatePerformanceLogs.py index 7ff0aff59..b872a6bd6 100644 --- a/utilities/rpp-performancetests/HIP_NEW/generatePerformanceLogs.py +++ b/utilities/rpp-performancetests/HIP_NEW/generatePerformanceLogs.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess diff --git a/utilities/rpp-performancetests/HIP_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-performancetests/HIP_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-performancetests/HIP_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-performancetests/HIP_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-performancetests/HIP_NEW/uniqueFunctionalities_hip.cpp b/utilities/rpp-performancetests/HIP_NEW/uniqueFunctionalities_hip.cpp index 04a30b77f..714ea9571 100644 --- a/utilities/rpp-performancetests/HIP_NEW/uniqueFunctionalities_hip.cpp +++ b/utilities/rpp-performancetests/HIP_NEW/uniqueFunctionalities_hip.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -196,14 +198,14 @@ int main(int argc, char **argv) rppi_tensor_transpose_u8_gpu(d_srcPtr1, d_dstPtr, inTensorDim, perm, handle); } else - missingFuncFlag = 1; - + missingFuncFlag = 1; + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput:\n"); displayTensor(srcPtr, totalNumberOfElements); printf("\n\nOutput of tensor_transpose:\n"); @@ -235,9 +237,9 @@ int main(int argc, char **argv) Rpp32u perm[4] = {0, 3, 1, 2}; Rpp32u shape[4] = {2, 4, 5, 3}; Rpp8u srcPtr[120] = { - 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, - 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, - 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, + 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, + 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, + 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, 70, 69, 68, 67, 66, 65, 64, 63, 62, 61, 60, 59, 170, 169, 168, 167, 166, 165, 164, 163, 162, 161, 160, 159, 15, 14, 13, 12, 11, 10 }; Rpp8u dstPtr[120] = {0}; @@ -251,7 +253,7 @@ int main(int argc, char **argv) srcPtr32f[i] = (Rpp32f) srcPtr[i]; srcPtr8s[i] = (Rpp8s) (((Rpp32s) srcPtr[i]) - 128); } - + Rpp8u *d_srcPtr1, *d_dstPtr; Rpp16f *d_srcPtr1_16f, *d_dstPtr_16f; Rpp32f *d_srcPtr1_32f, *d_dstPtr_32f; @@ -280,7 +282,7 @@ int main(int argc, char **argv) } else if (ip_bitDepth == 2) { - + hipMalloc(&d_srcPtr1_32f, 120 * sizeof(Rpp32f)); hipMalloc(&d_dstPtr_32f, 120 * sizeof(Rpp32f)); hipMemcpy(d_srcPtr1_32f, srcPtr32f, 120 * sizeof(Rpp32f), hipMemcpyHostToDevice); @@ -295,7 +297,7 @@ int main(int argc, char **argv) missingFuncFlag = 1; else if (ip_bitDepth == 5) { - + hipMalloc(&d_srcPtr1_8s, 120 * sizeof(Rpp8s)); hipMalloc(&d_dstPtr_8s, 120 * sizeof(Rpp8s)); hipMemcpy(d_srcPtr1_8s, srcPtr8s, 120 * sizeof(Rpp8s), hipMemcpyHostToDevice); @@ -308,7 +310,7 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + if (ip_bitDepth == 0) { hipMemcpy(dstPtr, d_dstPtr, 120 * sizeof(Rpp8u), hipMemcpyDeviceToHost); @@ -353,7 +355,7 @@ int main(int argc, char **argv) gpu_time_used = ((double)(end - start)) / CLOCKS_PER_SEC; cout << "\nGPU Time - BatchPD : " << gpu_time_used; printf("\n"); - + break; } case 2: @@ -377,7 +379,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_add_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -394,13 +396,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -438,7 +440,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_subtract_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -455,13 +457,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -499,7 +501,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_multiply_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -516,13 +518,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -559,7 +561,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 12 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_matrix_multiply_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimensionValues1, tensorDimensionValues2, handle); else if (ip_bitDepth == 1) @@ -576,13 +578,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 12 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 6); printf("\n\nInput 1 Tensor Shape:\n"); @@ -606,17 +608,17 @@ int main(int argc, char **argv) test_case_name = "control_flow"; rppHandle_t handle; - + bool b1 = true, b2 = false; bool b3 = true; Rpp8u u1 = 120, u2 = 100; Rpp8u u3 = 20; - + start = clock(); - + rpp_bool_control_flow(b1, b2, &b3, RPP_SCALAR_OP_AND, handle ); rpp_u8_control_flow(u1, u2, &u3, RPP_SCALAR_OP_ADD, handle ); - + end = clock(); if(u3 == 220) diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp index 02277bf39..250ceadfc 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp index 20858dc8d..fbffdbe68 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp index c4046385c..ed1e7751b 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/CMakeLists.txt b/utilities/rpp-performancetests/HOST_NEW/CMakeLists.txt index d186175c2..47d67a6b9 100644 --- a/utilities/rpp-performancetests/HOST_NEW/CMakeLists.txt +++ b/utilities/rpp-performancetests/HOST_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) project(rpp_performancetests/HOST_NEW) diff --git a/utilities/rpp-performancetests/HOST_NEW/Single_host.cpp b/utilities/rpp-performancetests/HOST_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-performancetests/HOST_NEW/Single_host.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pkd3.cpp b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pkd3.cpp index 58b36bd90..077d0f220 100644 --- a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pkd3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln1.cpp b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln1.cpp index 55ca0d719..64cd7df7a 100644 --- a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln1.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln3.cpp b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln3.cpp index 0905c2c60..0ff45333d 100644 --- a/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/Tensor_host_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/HOST_NEW/generatePerformanceLogs.py b/utilities/rpp-performancetests/HOST_NEW/generatePerformanceLogs.py index 9b5850a8c..924f73b31 100644 --- a/utilities/rpp-performancetests/HOST_NEW/generatePerformanceLogs.py +++ b/utilities/rpp-performancetests/HOST_NEW/generatePerformanceLogs.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess diff --git a/utilities/rpp-performancetests/HOST_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-performancetests/HOST_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-performancetests/HOST_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-performancetests/HOST_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-performancetests/HOST_NEW/uniqueFunctionalities_host.cpp b/utilities/rpp-performancetests/HOST_NEW/uniqueFunctionalities_host.cpp index 8eee0dd42..15da52cd7 100644 --- a/utilities/rpp-performancetests/HOST_NEW/uniqueFunctionalities_host.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/uniqueFunctionalities_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -243,9 +245,9 @@ int main(int argc, char **argv) Rpp32u perm[4] = {0, 3, 1, 2}; Rpp32u shape[4] = {2, 4, 5, 3}; Rpp8u srcPtr[120] = { - 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, - 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, - 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, + 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, + 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, + 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, 70, 69, 68, 67, 66, 65, 64, 63, 62, 61, 60, 59, 170, 169, 168, 167, 166, 165, 164, 163, 162, 161, 160, 159, 15, 14, 13, 12, 11, 10 }; Rpp8u dstPtr[120] = {0}; @@ -318,7 +320,7 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + break; } case 2: @@ -326,7 +328,7 @@ int main(int argc, char **argv) test_case_name = "tensor_add"; rppHandle_t handle; - + Rpp8u srcPtr1[36] = {255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 117, 113, 121, 127, 111, 100, 108, 65, 66, 67, 68, 69, 70, 71, 72, 13, 24, 15, 16}; Rpp8u srcPtr2[36] = {16, 15, 24, 13, 72, 71, 70, 69, 68, 67, 66, 65, 108, 100, 111, 127, 121, 113, 117, 126, 127, 128, 129, 130, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255}; @@ -381,7 +383,7 @@ int main(int argc, char **argv) test_case_name = "tensor_subtract"; rppHandle_t handle; - + Rpp8u srcPtr1[36] = {255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 117, 113, 121, 127, 111, 100, 108, 65, 66, 67, 68, 69, 70, 71, 72, 13, 24, 15, 16}; Rpp8u srcPtr2[36] = {16, 15, 24, 13, 72, 71, 70, 69, 68, 67, 66, 65, 108, 100, 111, 127, 121, 113, 117, 126, 127, 128, 129, 130, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255}; @@ -436,7 +438,7 @@ int main(int argc, char **argv) test_case_name = "tensor_multiply"; rppHandle_t handle; - + Rpp8u srcPtr1[36] = {255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 117, 113, 121, 127, 111, 100, 108, 65, 66, 67, 68, 69, 70, 71, 72, 13, 24, 15, 16}; Rpp8u srcPtr2[36] = {16, 15, 24, 13, 72, 71, 70, 69, 68, 67, 66, 65, 108, 100, 111, 127, 121, 113, 117, 126, 127, 128, 129, 130, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255}; @@ -491,7 +493,7 @@ int main(int argc, char **argv) test_case_name = "tensor_matrix_multiply"; rppHandle_t handle; - + Rpp32u tensorDimensionValues1[2] = {3, 2}; Rpp32u tensorDimensionValues2[2] = {2, 4}; @@ -547,7 +549,7 @@ int main(int argc, char **argv) test_case_name = "min_max_loc"; rppHandle_t handle; - + Rpp8u srcPtr[36] = {255, 130, 65, 254, 129, 66, 253, 128, 67, 252, 127, 68, 251, 126, 69, 250, 117, 70, 249, 113, 71, 248, 121, 72, 247, 127, 13, 246, 111, 24, 245, 100, 15, 244, 108, 16}; RppiSize srcSize1Channel, srcSize3Channel; @@ -607,7 +609,7 @@ int main(int argc, char **argv) test_case_name = "mean_stddev"; rppHandle_t handle; - + Rpp8u srcPtr[36] = {255, 130, 65, 254, 129, 66, 253, 128, 67, 252, 127, 68, 251, 126, 69, 250, 117, 70, 249, 113, 71, 248, 121, 72, 247, 127, 13, 246, 111, 24, 245, 100, 15, 244, 108, 16}; RppiSize srcSize1Channel, srcSize3Channel; @@ -666,12 +668,12 @@ int main(int argc, char **argv) test_case_name = "control_flow"; rppHandle_t handle; - + bool b1 = true, b2 = false; bool b3 = true; Rpp8u u1 = 120, u2 = 100; Rpp8u u3 = 20; - + start = clock(); start_omp = omp_get_wtime(); rpp_bool_control_flow(b1, b2, &b3, RPP_SCALAR_OP_AND, handle ); @@ -699,7 +701,7 @@ int main(int argc, char **argv) case 9: { test_case_name = "histogram"; - + rppHandle_t handle; int count = 0; @@ -708,7 +710,7 @@ int main(int argc, char **argv) RppiSize srcSize; Rpp32u *outputHistogram = (Rpp32u *) calloc (bins, sizeof(Rpp32u)); Rpp32u *outputHistogramTemp; - + memset(outputHistogram, 0, bins * sizeof(Rpp32u)); srcSize.height = 6; srcSize.width = 6; @@ -797,7 +799,7 @@ int main(int argc, char **argv) test_case_name = "convert_bit_depth"; rppHandle_t handle; - + Rpp8u srcPtr[36] = {255, 130, 65, 254, 129, 66, 253, 128, 67, 252, 127, 68, 251, 126, 69, 250, 117, 70, 249, 113, 71, 248, 121, 72, 247, 127, 13, 246, 111, 24, 245, 100, 15, 244, 108, 16}; Rpp8s dstPtr8s[36]; Rpp16u dstPtr16u[36]; @@ -905,7 +907,7 @@ int main(int argc, char **argv) test_case_name = "tensor_convert_bit_depth"; rppHandle_t handle; - + Rpp8u srcPtr[36] = {255, 130, 65, 254, 129, 66, 253, 128, 67, 252, 127, 68, 251, 126, 69, 250, 117, 70, 249, 113, 71, 248, 121, 72, 247, 127, 13, 246, 111, 24, 245, 100, 15, 244, 108, 16}; Rpp8s dstPtr8s[36]; Rpp16u dstPtr16u[36]; diff --git a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pkd3.cpp b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pkd3.cpp index 926d723e0..567acc6d7 100644 --- a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pkd3.cpp +++ b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln1.cpp b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln1.cpp index 2432054ac..53b534820 100644 --- a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln1.cpp +++ b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln3.cpp b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln3.cpp index 36b12332a..11861935d 100644 --- a/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln3.cpp +++ b/utilities/rpp-performancetests/OCL_NEW/BatchPD_ocl_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/OCL_NEW/CMakeLists.txt b/utilities/rpp-performancetests/OCL_NEW/CMakeLists.txt index cd5839aa5..78499c47b 100644 --- a/utilities/rpp-performancetests/OCL_NEW/CMakeLists.txt +++ b/utilities/rpp-performancetests/OCL_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) project(Rpp_test) diff --git a/utilities/rpp-performancetests/OCL_NEW/Single_host.cpp b/utilities/rpp-performancetests/OCL_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-performancetests/OCL_NEW/Single_host.cpp +++ b/utilities/rpp-performancetests/OCL_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-performancetests/OCL_NEW/generatePerformanceLogs.py b/utilities/rpp-performancetests/OCL_NEW/generatePerformanceLogs.py index 866baa4d3..a2bc44786 100644 --- a/utilities/rpp-performancetests/OCL_NEW/generatePerformanceLogs.py +++ b/utilities/rpp-performancetests/OCL_NEW/generatePerformanceLogs.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess diff --git a/utilities/rpp-performancetests/OCL_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-performancetests/OCL_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-performancetests/OCL_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-performancetests/OCL_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-performancetests/OCL_NEW/uniqueFunctionalities_ocl.cpp b/utilities/rpp-performancetests/OCL_NEW/uniqueFunctionalities_ocl.cpp index 78fde0be1..9d8d5b9bb 100644 --- a/utilities/rpp-performancetests/OCL_NEW/uniqueFunctionalities_ocl.cpp +++ b/utilities/rpp-performancetests/OCL_NEW/uniqueFunctionalities_ocl.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/CMakeLists.txt b/utilities/rpp-unittests/CMakeLists.txt index 5f0e2d9d8..9f9f0030b 100644 --- a/utilities/rpp-unittests/CMakeLists.txt +++ b/utilities/rpp-unittests/CMakeLists.txt @@ -1,28 +1,27 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] + cmake_minimum_required (VERSION 3.5) add_test( diff --git a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pkd3.cpp b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pkd3.cpp index 7d0f7850e..b834890bd 100644 --- a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pkd3.cpp +++ b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln1.cpp b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln1.cpp index fe36f6ade..09b84fc63 100644 --- a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln1.cpp +++ b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln3.cpp b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln3.cpp index 545cd0f0d..7af7a59de 100644 --- a/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln3.cpp +++ b/utilities/rpp-unittests/HIP_NEW/BatchPD_hip_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/CMakeLists.txt b/utilities/rpp-unittests/HIP_NEW/CMakeLists.txt index 0fe9ca241..92751437e 100644 --- a/utilities/rpp-unittests/HIP_NEW/CMakeLists.txt +++ b/utilities/rpp-unittests/HIP_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_COMPILER clang++) diff --git a/utilities/rpp-unittests/HIP_NEW/Single_host.cpp b/utilities/rpp-unittests/HIP_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-unittests/HIP_NEW/Single_host.cpp +++ b/utilities/rpp-unittests/HIP_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pkd3.cpp b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pkd3.cpp index a9489ffc4..08bde55c5 100644 --- a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pkd3.cpp +++ b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln1.cpp b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln1.cpp index dd4e644a3..ed6cd4ed5 100644 --- a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln1.cpp +++ b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln3.cpp b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln3.cpp index 9573b522e..c21d4a605 100644 --- a/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln3.cpp +++ b/utilities/rpp-unittests/HIP_NEW/Tensor_hip_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HIP_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-unittests/HIP_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-unittests/HIP_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-unittests/HIP_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-unittests/HIP_NEW/uniqueFunctionalities_hip.cpp b/utilities/rpp-unittests/HIP_NEW/uniqueFunctionalities_hip.cpp index bd63f23f4..f0768875f 100644 --- a/utilities/rpp-unittests/HIP_NEW/uniqueFunctionalities_hip.cpp +++ b/utilities/rpp-unittests/HIP_NEW/uniqueFunctionalities_hip.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -143,7 +145,7 @@ int main(int argc, char **argv) int ip_bitDepth = atoi(argv[1]); int test_case = atoi(argv[2]); - + if(test_case < 0 || test_case == 6 || test_case == 7 || test_case > 8) { printf("\nInvalid test_case! test_case value should be 0 / 1 / 2 / 3 / 4 / 5 / 8\n"); @@ -198,13 +200,13 @@ int main(int argc, char **argv) } else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput:\n"); displayTensor(srcPtr, totalNumberOfElements); printf("\n\nOutput of tensor_transpose:\n"); @@ -236,9 +238,9 @@ int main(int argc, char **argv) Rpp32u perm[4] = {0, 3, 1, 2}; Rpp32u shape[4] = {2, 4, 5, 3}; Rpp8u srcPtr[120] = { - 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, - 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, - 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, + 255, 254, 253, 252, 251, 250, 249, 248, 247, 246, 245, 244, 130, 129, 128, 127, 126, 125, 124, 123, 122, 121, 120, 119, 5, 4, 3, 2, 1, 0, + 27, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 55, 54, 53, 52, 51, 50, 49, 48, 47, 46, 45, 44, 115, 114, 113, 112, 111, 110, + 240, 239, 238, 237, 236, 235, 234, 233, 232, 231, 230, 229, 200, 199, 198, 197, 196, 195, 194, 193, 192, 191, 190, 189, 140, 139, 138, 137, 136, 135, 70, 69, 68, 67, 66, 65, 64, 63, 62, 61, 60, 59, 170, 169, 168, 167, 166, 165, 164, 163, 162, 161, 160, 159, 15, 14, 13, 12, 11, 10 }; Rpp8u dstPtr[120] = {0}; @@ -252,7 +254,7 @@ int main(int argc, char **argv) srcPtr32f[i] = (Rpp32f) srcPtr[i]; srcPtr8s[i] = (Rpp8s) (((Rpp32s) srcPtr[i]) - 128); } - + Rpp8u *d_srcPtr1, *d_dstPtr; Rpp16f *d_srcPtr1_16f, *d_dstPtr_16f; Rpp32f *d_srcPtr1_32f, *d_dstPtr_32f; @@ -281,7 +283,7 @@ int main(int argc, char **argv) } else if (ip_bitDepth == 2) { - + hipMalloc(&d_srcPtr1_32f, 120 * sizeof(Rpp32f)); hipMalloc(&d_dstPtr_32f, 120 * sizeof(Rpp32f)); hipMemcpy(d_srcPtr1_32f, srcPtr32f, 120 * sizeof(Rpp32f), hipMemcpyHostToDevice); @@ -296,7 +298,7 @@ int main(int argc, char **argv) missingFuncFlag = 1; else if (ip_bitDepth == 5) { - + hipMalloc(&d_srcPtr1_8s, 120 * sizeof(Rpp8s)); hipMalloc(&d_dstPtr_8s, 120 * sizeof(Rpp8s)); hipMemcpy(d_srcPtr1_8s, srcPtr8s, 120 * sizeof(Rpp8s), hipMemcpyHostToDevice); @@ -309,7 +311,7 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + if (ip_bitDepth == 0) { hipMemcpy(dstPtr, d_dstPtr, 120 * sizeof(Rpp8u), hipMemcpyDeviceToHost); @@ -354,7 +356,7 @@ int main(int argc, char **argv) gpu_time_used = ((double)(end - start)) / CLOCKS_PER_SEC; cout << "\nGPU Time - BatchPD : " << gpu_time_used; printf("\n"); - + break; } case 2: @@ -378,7 +380,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_add_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -395,13 +397,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -439,7 +441,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_subtract_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -456,13 +458,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -500,7 +502,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 36 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_multiply_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimension, tensorDimensionValues, handle); else if (ip_bitDepth == 1) @@ -517,13 +519,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 36 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 36); printf("\n\nInput 2:\n"); @@ -560,7 +562,7 @@ int main(int argc, char **argv) hipMemcpy(d_dstPtr, dstPtr, 12 * sizeof(Rpp8u), hipMemcpyHostToDevice); start = clock(); - + if (ip_bitDepth == 0) rppi_tensor_matrix_multiply_u8_gpu(d_srcPtr1, d_srcPtr2, d_dstPtr, tensorDimensionValues1, tensorDimensionValues2, handle); else if (ip_bitDepth == 1) @@ -577,13 +579,13 @@ int main(int argc, char **argv) missingFuncFlag = 1; else missingFuncFlag = 1; - + end = clock(); if (missingFuncFlag != 1) { hipMemcpy(dstPtr, d_dstPtr, 12 * sizeof(Rpp8u), hipMemcpyDeviceToHost); - + printf("\n\nInput 1:\n"); displayTensor(srcPtr1, 6); printf("\n\nInput 1 Tensor Shape:\n"); @@ -607,17 +609,17 @@ int main(int argc, char **argv) test_case_name = "control_flow"; rppHandle_t handle; - + bool b1 = true, b2 = false; bool b3 = true; Rpp8u u1 = 120, u2 = 100; Rpp8u u3 = 20; - + start = clock(); - + rpp_bool_control_flow(b1, b2, &b3, RPP_SCALAR_OP_AND, handle ); rpp_u8_control_flow(u1, u2, &u3, RPP_SCALAR_OP_ADD, handle ); - + end = clock(); if(u3 == 220) diff --git a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pkd3.cpp b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pkd3.cpp index 767f6f211..151400eeb 100644 --- a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pkd3.cpp +++ b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln1.cpp b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln1.cpp index 9503b12cb..a25b9eb0a 100644 --- a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln1.cpp +++ b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln3.cpp b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln3.cpp index 63e2e3352..1692ae351 100644 --- a/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln3.cpp +++ b/utilities/rpp-unittests/HOST_NEW/BatchPD_host_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/CMakeLists.txt b/utilities/rpp-unittests/HOST_NEW/CMakeLists.txt index d2ccbdde2..50b1320dd 100644 --- a/utilities/rpp-unittests/HOST_NEW/CMakeLists.txt +++ b/utilities/rpp-unittests/HOST_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_COMPILER clang++) diff --git a/utilities/rpp-unittests/HOST_NEW/Single_host.cpp b/utilities/rpp-unittests/HOST_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-unittests/HOST_NEW/Single_host.cpp +++ b/utilities/rpp-unittests/HOST_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pkd3.cpp b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pkd3.cpp index 40ed47a29..a07fe9ae6 100644 --- a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pkd3.cpp +++ b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln1.cpp b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln1.cpp index 81fc02522..85e395ae8 100644 --- a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln1.cpp +++ b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln3.cpp b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln3.cpp index 4595f2e84..83ef3fa84 100644 --- a/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln3.cpp +++ b/utilities/rpp-unittests/HOST_NEW/Tensor_host_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/HOST_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-unittests/HOST_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-unittests/HOST_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-unittests/HOST_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-unittests/HOST_NEW/uniqueFunctionalities_host.cpp b/utilities/rpp-unittests/HOST_NEW/uniqueFunctionalities_host.cpp index fb8f0206b..159dce9bc 100644 --- a/utilities/rpp-unittests/HOST_NEW/uniqueFunctionalities_host.cpp +++ b/utilities/rpp-unittests/HOST_NEW/uniqueFunctionalities_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pkd3.cpp b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pkd3.cpp index e9f6910f4..9f0c78ff6 100644 --- a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pkd3.cpp +++ b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pkd3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln1.cpp b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln1.cpp index a07f2cdcc..f8ec56071 100644 --- a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln1.cpp +++ b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln1.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln3.cpp b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln3.cpp index 18275e181..169b99182 100644 --- a/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln3.cpp +++ b/utilities/rpp-unittests/OCL_NEW/BatchPD_ocl_pln3.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/OCL_NEW/CMakeLists.txt b/utilities/rpp-unittests/OCL_NEW/CMakeLists.txt index c679faafc..83b757907 100644 --- a/utilities/rpp-unittests/OCL_NEW/CMakeLists.txt +++ b/utilities/rpp-unittests/OCL_NEW/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +#[[ +MIT License -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_STANDARD 17) diff --git a/utilities/rpp-unittests/OCL_NEW/Single_host.cpp b/utilities/rpp-unittests/OCL_NEW/Single_host.cpp index 7a88bd8b1..264e7614c 100644 --- a/utilities/rpp-unittests/OCL_NEW/Single_host.cpp +++ b/utilities/rpp-unittests/OCL_NEW/Single_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/rpp-unittests/OCL_NEW/helpers/testSuite_helper.hpp b/utilities/rpp-unittests/OCL_NEW/helpers/testSuite_helper.hpp index f9057e4bc..d595744a2 100644 --- a/utilities/rpp-unittests/OCL_NEW/helpers/testSuite_helper.hpp +++ b/utilities/rpp-unittests/OCL_NEW/helpers/testSuite_helper.hpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #ifndef TESTSUITE_HELPER @@ -134,7 +136,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 { stepY = 1; } - + if (dx < 0) { dx = -dx; @@ -201,7 +203,7 @@ inline RppStatus generate_bressenham_line_host(T *dstPtr, RppiSize dstSize, Rpp3 } } } - + return RPP_SUCCESS; } diff --git a/utilities/rpp-unittests/OCL_NEW/uniqueFunctionalities_ocl.cpp b/utilities/rpp-unittests/OCL_NEW/uniqueFunctionalities_ocl.cpp index cbf4d7739..17df56e76 100644 --- a/utilities/rpp-unittests/OCL_NEW/uniqueFunctionalities_ocl.cpp +++ b/utilities/rpp-unittests/OCL_NEW/uniqueFunctionalities_ocl.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/test_suite/CMakeLists.txt b/utilities/test_suite/CMakeLists.txt index 987c84c9c..82ed65309 100644 --- a/utilities/test_suite/CMakeLists.txt +++ b/utilities/test_suite/CMakeLists.txt @@ -1,28 +1,27 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] + cmake_minimum_required (VERSION 3.5) project(rpp-test) diff --git a/utilities/test_suite/HIP/CMakeLists.txt b/utilities/test_suite/HIP/CMakeLists.txt index b8bf36142..26017065e 100644 --- a/utilities/test_suite/HIP/CMakeLists.txt +++ b/utilities/test_suite/HIP/CMakeLists.txt @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_COMPILER clang++) diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index af989907d..04831ddf4 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include @@ -332,7 +334,7 @@ int main(int argc, char **argv) std::cerr<<"\n RICAP only works with BatchSize > 1"; exit(0); } - + // Initialize buffers for any reductionType functions void *reductionFuncResultArr; Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; diff --git a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp index 02d97a6ff..d4155c8e7 100644 --- a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "../rpp_test_suite_voxel.h" diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index a92e0165c..6150ad97c 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess # nosec diff --git a/utilities/test_suite/HIP/runTests_voxel.py b/utilities/test_suite/HIP/runTests_voxel.py index ce1839fe8..55c5dc3a5 100644 --- a/utilities/test_suite/HIP/runTests_voxel.py +++ b/utilities/test_suite/HIP/runTests_voxel.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess # nosec diff --git a/utilities/test_suite/HOST/CMakeLists.txt b/utilities/test_suite/HOST/CMakeLists.txt index 43be2b238..6adc461b3 100644 --- a/utilities/test_suite/HOST/CMakeLists.txt +++ b/utilities/test_suite/HOST/CMakeLists.txt @@ -1,28 +1,26 @@ -################################################################################ -# -# MIT License -# -# Copyright (c) 2023 Advanced Micro Devices, Inc. -# -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all -# copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -# SOFTWARE. -# -################################################################################ +#[[ +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +]] cmake_minimum_required(VERSION 3.5) set(CMAKE_CXX_COMPILER clang++) diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index d53e286b1..1e416ed52 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/test_suite/HOST/Tensor_host_audio.cpp b/utilities/test_suite/HOST/Tensor_host_audio.cpp index 9cf17ae76..139e7e97e 100644 --- a/utilities/test_suite/HOST/Tensor_host_audio.cpp +++ b/utilities/test_suite/HOST/Tensor_host_audio.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "../rpp_test_suite_audio.h" diff --git a/utilities/test_suite/HOST/Tensor_voxel_host.cpp b/utilities/test_suite/HOST/Tensor_voxel_host.cpp index c7ddfc1af..841c28311 100644 --- a/utilities/test_suite/HOST/Tensor_voxel_host.cpp +++ b/utilities/test_suite/HOST/Tensor_voxel_host.cpp @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "../rpp_test_suite_voxel.h" diff --git a/utilities/test_suite/HOST/runAudioTests.py b/utilities/test_suite/HOST/runAudioTests.py index 3f2cf9bb4..c05a7a011 100644 --- a/utilities/test_suite/HOST/runAudioTests.py +++ b/utilities/test_suite/HOST/runAudioTests.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess # nosec diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index b8ebbc6b9..bd938e218 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess # nosec diff --git a/utilities/test_suite/HOST/runTests_voxel.py b/utilities/test_suite/HOST/runTests_voxel.py index 8a8031746..aab51f52e 100644 --- a/utilities/test_suite/HOST/runTests_voxel.py +++ b/utilities/test_suite/HOST/runTests_voxel.py @@ -1,22 +1,26 @@ -# Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. - -# Permission is hereby granted, free of charge, to any person obtaining a copy -# of this software and associated documentation files (the "Software"), to deal -# in the Software without restriction, including without limitation the rights -# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -# copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: - -# The above copyright notice and this permission notice shall be included in -# all copies or substantial portions of the Software. - -# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -# THE SOFTWARE. +""" +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +""" import os import subprocess # nosec diff --git a/utilities/test_suite/rpp_test_suite_audio.h b/utilities/test_suite/rpp_test_suite_audio.h index 44b2070f0..2ac174042 100644 --- a/utilities/test_suite/rpp_test_suite_audio.h +++ b/utilities/test_suite/rpp_test_suite_audio.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include "rpp_test_suite_common.h" diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index e982daa2f..c227567b5 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include diff --git a/utilities/test_suite/rpp_test_suite_voxel.h b/utilities/test_suite/rpp_test_suite_voxel.h index 7da21723c..effac9c96 100644 --- a/utilities/test_suite/rpp_test_suite_voxel.h +++ b/utilities/test_suite/rpp_test_suite_voxel.h @@ -1,5 +1,7 @@ /* -Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved. +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -8,16 +10,16 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. */ #include From 7096c1d6595d030c4022f092fbc5a7dfa682e2c9 Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Wed, 31 Jan 2024 13:44:49 -0800 Subject: [PATCH 07/66] Test - Update README.md for test_suite (#299) --- utilities/test_suite/README.md | 48 ++++++++++++++++++++-------------- 1 file changed, 29 insertions(+), 19 deletions(-) diff --git a/utilities/test_suite/README.md b/utilities/test_suite/README.md index 9461df37c..cc4c662f0 100644 --- a/utilities/test_suite/README.md +++ b/utilities/test_suite/README.md @@ -2,7 +2,7 @@ This repository contains three test suites for the AMD ROCm Performance Primitives (RPP) library: for image/voxel/audio processing. These test suites can be used to validate the functionality and performance of the AMD ROCm Performance Primitives (RPP) image/voxel/audio libraries. -### Test suite prerequisites +## Test suite prerequisites * OpenCV `3.4.0`/`4.5.5` @@ -80,12 +80,12 @@ This repository contains three test suites for the AMD ROCm Performance Primitiv sudo make -j$nproc install ``` -## Rpp Image Test Suite +## RPP Image Test Suite The image test suite can be executed under 2 backend scenarios - (HOST/HIP): - HOST backend - (On a CPU with HOST backend) - HIP backend - (On a GPU with HIP backend) -## Command Line Arguments (Rpp Image Test Suite) +### Command Line Arguments (RPP Image Test Suite) The image test suite accepts the following command line arguments: - input_path1: The path to the input folder 1. Default is $cwd/../TEST_IMAGES/three_images_mixed_src1 - input_path2: The path to the input folder 2. Default is $cwd/../TEST_IMAGES/three_images_mixed_src2 @@ -100,15 +100,19 @@ The image test suite accepts the following command line arguments: - preserve_output: preserves the output images or performance logs generated from the previous test suite run - (0 = remove output images or performance logs / 1 = preserve output images or performance logs). Default is 1 - batch_size: Specifies the batch size to use for running tests. Default is 1 -## Running the Tests for HOST Backend (Rpp Image Test Suite) +### Running the Tests for HOST Backend (RPP Image Test Suite) The test suite can be run with the following command: +``` python python runTests.py --input_path1 --input_path2 --case_start --case_end --test_type +``` -## Running the Tests for HIP Backend (Rpp Image Test Suite) +### Running the Tests for HIP Backend (RPP Image Test Suite) The test suite can be run with the following command: +``` python python runTests.py --input_path1 --input_path2 --case_start --case_end --test_type --profiling +``` -## Modes of operation (Rpp Image Test Suite) +### Modes of operation (RPP Image Test Suite) - QA mode - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs. Please note that QA mode is only supported with a batch size of 3. Note: QA mode is not supported for case 84 due to run-to-run variation of outputs. ``` python @@ -143,7 +147,7 @@ To run performance tests with AMD rocprof kernel profiler for HIP backend varian python runTests.py --test_type 1 --profiling YES ``` -## Features (Rpp Image Test Suite) +### Summary of features (RPP Image Test Suite) The image test suite includes: - Unit tests that execute the desired functionality and variant once, report RPP execution wall time and save output images - Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time, or optionally, AMD rocprof kernel profiler max/min/avg time for HIP backend variants. @@ -152,12 +156,12 @@ The image test suite includes: - Support for pixelwise output referencing against golden outputs, and functionality validation checking, by tolerance-based pass/fail criterions for each variant. (Current support only for U8 variants) - Support for TurboJPEG and OpenCV decoder for decoding input images -## Rpp Voxel Test Suite +## RPP Voxel Test Suite The 3D Voxel test suite can be executed under 2 backend scenarios - (HOST/HIP): - HOST backend - (On a CPU with HOST backend) - HIP backend - (On a GPU with HIP backend) -## Command Line Arguments (Rpp voxel Test Suite) +### Command Line Arguments (RPP Voxel Test Suite) The voxel test suite accepts the following command line arguments: - header_path: Path to the nii header - data_path: Path to the nii data file @@ -171,15 +175,19 @@ The voxel test suite accepts the following command line arguments: - preserve_output: preserves the output images or performance logs generated from the previous test suite run - (0 = remove output images or performance logs / 1 = preserve output images or performance logs). Default is 1 - batch_size: Specifies the batch size to use for running tests. Default is 1 -## Running the Tests for HOST Backend (Rpp voxel Test Suite) +### Running the Tests for HOST Backend (RPP Voxel Test Suite) The test suite can be run with the following command: +``` python python runTests_voxel.py --header_path --data_path --case_start --case_end --test_type +``` -## Running the Tests for HIP Backend (Rpp voxel Test Suite) +### Running the Tests for HIP Backend (RPP Voxel Test Suite) The test suite can be run with the following command: +``` python python runTests_voxel.py --header_path --data_path --case_start --case_end --test_type --profiling +``` -## Modes of operation (Rpp voxel Test Suite) +### Modes of operation (RPP Voxel Test Suite) - QA mode - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs. ``` python python runTests_voxel.py --case_start 0 --case_end 4 --test_type 0 --qa_mode 1 --batch_size 3 @@ -209,7 +217,7 @@ To run performance tests with AMD rocprof kernel profiler for HIP backend varian python runTests_voxel.py --test_type 1 --profiling YES ``` -## Features (Rpp voxel Test Suite) +### Summary of features (RPP Voxel Test Suite) The image test suite includes: - Unit tests that execute the desired functionality and variant once, report RPP execution wall time and save output images, gifs and nii files - Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time, or optionally, AMD rocprof kernel profiler max/min/avg time for HIP backend variants. @@ -217,7 +225,7 @@ The image test suite includes: - Unit and Performance tests are included for one input/output bitdepth F32. - Support for pixelwise output referencing against golden outputs, and functionality validation checking, by tolerance-based pass/fail criterions for each variant. -## References +### References (RPP Voxel Test Suite) RPP test suite uses a sample ".nii" image usage from the BraTS2020 Dataset at https://www.kaggle.com/code/rastislav/3d-mri-brain-tumor-segmentation-u-net/input as per the following Data Usage Agreement present at the dataset link above. Data Usage Agreement / Citations: @@ -227,12 +235,12 @@ You are free to use and/or refer to the BraTS datasets in your own research, pro - S. Bakas, H. Akbari, A. Sotiras, M. Bilello, M. Rozycki, J.S. Kirby, et al., "Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features", Nature Scientific Data, 4:170117 (2017) DOI: 10.1038/sdata.2017.117 - S. Bakas, M. Reyes, A. Jakab, S. Bauer, M. Rempfler, A. Crimi, et al., "Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge", arXiv preprint arXiv:1811.02629 (2018) -## Rpp Audio Test Suite +## RPP Audio Test Suite The audio test suite can be executed to validate the functionality and performance of the AMD ROCm Performance Primitives (RPP) audio library. - HOST backend - (On a CPU with HOST backend) - F32 Bit Depth -## Command Line Arguments (Rpp Audio Test Suite) +### Command Line Arguments (RPP Audio Test Suite) The audio test suite accepts the following command line arguments: - input_path: The path to the input folder. Default is $cwd/../TEST_AUDIO_FILES/eight_samples_single_channel_src1 - case_start: The starting case number for the test range (0-0). Default is 0 @@ -244,11 +252,13 @@ The audio test suite accepts the following command line arguments: - preserve_output: preserves the output or performance logs generated from the previous test suite run - (0 = remove output or performance logs / 1 = preserve output or performance logs). Default is 1 - batch_size: Specifies the batch size to use for running tests. Default is 1 -## Running the Tests for HOST Backend (Rpp Audio Test Suite) +### Running the Tests for HOST Backend (RPP Audio Test Suite) The test suite can be run with the following command: +``` python python runAudioTests.py --input_path --case_start --case_end --test_type +``` -## Modes of operation (Rpp Audio Test Suite) +### Modes of operation (RPP Audio Test Suite) - QA mode - Tolerance based PASS/FAIL tests for RPP AUDIO HOST functionalities checking match between output and preset golden outputs. Please note that QA mode is only supported with a batch size of 3. ``` python python runAudioTests.py --case_start 0 --case_end 0 --qa_mode 1 --batch_size 3 @@ -270,7 +280,7 @@ python runTests.py --case_list 0 1 2 --qa_mode 1 --batch_size 3 python runTests.py --case_list 0 1 2 --test_type 1 ``` -## Features (Rpp Audio Test Suite) +### Summary of features (RPP Audio Test Suite) The audio test suite includes: - Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time. - QA and Performance tests are included for one input/output bitdepth F32. From 07a5f668509ed6e47edd18be9085b5b4a08c7599 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 6 Feb 2024 16:02:56 -0700 Subject: [PATCH 08/66] Bump rocm-docs-core[api_reference] from 0.33.0 to 0.33.1 in /docs/sphinx (#301) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.0 to 0.33.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.0...v0.33.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 0c9b63672..9cb4c9511 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.33.0 +rocm-docs-core[api_reference]==0.33.1 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index f7bc7e2c1..79be6b19a 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.33.0 +rocm-docs-core[api-reference]==0.33.1 # via # -r requirements.in # rocm-docs-core From e93c5912cc6bba0287edd88b8cea2cf4514a3151 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Wed, 7 Feb 2024 09:50:38 -0500 Subject: [PATCH 09/66] Fix mismatch between HIP and HOST Added reference outputs --- src/include/cpu/rpp_cpu_common.hpp | 46 ++++++++++--------- ..._Tensor_PKD3_interpolationTypeBilinear.csv | 1 + ..._PKD3_interpolationTypeNearestNeighbor.csv | 1 + ..._Tensor_PLN1_interpolationTypeBilinear.csv | 1 + ..._PLN1_interpolationTypeNearestNeighbor.csv | 1 + ..._Tensor_PLN3_interpolationTypeBilinear.csv | 1 + ..._PLN3_interpolationTypeNearestNeighbor.csv | 1 + 7 files changed, 30 insertions(+), 22 deletions(-) create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index c65a4fba7..3cb125b67 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -4935,11 +4935,11 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R Rpp32f weightParams[4], bilinearCoeffs[4]; Rpp32s srcLoc[4]; srcLT.y = (Rpp32s) srcY; // Bilinear LT point y value - srcLT.y = std::min(srcLT.y, roiLTRB->ltrbROI.rb.y - 1); - srcRB.y = std::min(srcLT.y + 1, roiLTRB->ltrbROI.rb.y - 1); // Bilinear RB point y value + srcLT.y = std::min(srcLT.y, roiLTRB->ltrbROI.rb.y); + srcRB.y = std::min(srcLT.y + 1, roiLTRB->ltrbROI.rb.y); // Bilinear RB point y value srcLT.x = (Rpp32s) srcX; // Bilinear LT point x value - srcLT.x = std::min(srcLT.x, roiLTRB->ltrbROI.rb.x - 1); - srcRB.x = std::min(srcLT.x + 1, roiLTRB->ltrbROI.rb.x - 1); // Bilinear RB point x value + srcLT.x = std::min(srcLT.x, roiLTRB->ltrbROI.rb.x); + srcRB.x = std::min(srcLT.x + 1, roiLTRB->ltrbROI.rb.x); // Bilinear RB point x value weightParams[0] = srcY - srcLT.y; // weightedHeight weightParams[1] = 1 - weightParams[0]; // 1 - weightedHeight weightParams[2] = srcX - srcLT.x; // weightedWidth @@ -4959,7 +4959,7 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R for (int c = 0; c < srcDescPtr->c; c++) { - dst[c] = (T)((*(srcPtrChannel + srcLoc[0]) * bilinearCoeffs[0]) + // TopRow R01 Pixel * coeff0 + dst[c] = (T)((*(srcPtrChannel + srcLoc[0]) * bilinearCoeffs[0]) + // TopRow R01 Pixel * coeff0 (*(srcPtrChannel + srcLoc[1]) * bilinearCoeffs[1]) + // TopRow R02 Pixel * coeff1 (*(srcPtrChannel + srcLoc[2]) * bilinearCoeffs[2]) + // BottomRow R01 Pixel * coeff2 (*(srcPtrChannel + srcLoc[3]) * bilinearCoeffs[3])); // BottomRow R02 Pixel * coeff3 @@ -4970,8 +4970,8 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX, RpptBilinearNbhoodLocsVecLen8 &srcLocs, __m256 *pBilinearCoeffs, __m256 &pSrcStrideH, __m256i *pxSrcStridesCHW, __m256 *pRoiLTRB) { __m256 pWeightParams[4], pSrcBilinearLTyx[4]; - pSrcBilinearLTyx[0] = _mm256_floor_ps(pSrcY); // srcLT->y = (Rpp32s) srcY; - pSrcBilinearLTyx[1] = _mm256_floor_ps(pSrcX); // srcLT->x = (Rpp32s) srcX; + pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; + pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; pWeightParams[0] = _mm256_sub_ps(pSrcY, pSrcBilinearLTyx[0]); // weightParams[0] = srcY - srcLT->y; pWeightParams[1] = _mm256_sub_ps(avx_p1, pWeightParams[0]); // weightParams[1] = 1 - weightParams[0]; pWeightParams[2] = _mm256_sub_ps(pSrcX, pSrcBilinearLTyx[1]); // weightParams[2] = srcX - srcLT->x; @@ -4980,10 +4980,10 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX pBilinearCoeffs[1] = _mm256_mul_ps(pWeightParams[1], pWeightParams[2]); // (1 - weightedHeight) * weightedWidth pBilinearCoeffs[2] = _mm256_mul_ps(pWeightParams[0], pWeightParams[3]); // weightedHeight * (1 - weightedWidth) pBilinearCoeffs[3] = _mm256_mul_ps(pWeightParams[0], pWeightParams[2]); // weightedHeight * weightedWidth - pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); - pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); - pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); + pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]); __m256i pxSrcLocsTL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Top-Left memory locations = 8 Top-Left srcYs * hStride + 8 Top-Left srcXs __m256i pxSrcLocsTR = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[3])); // 8 Top-Right memory locations = 8 Top-Left srcYs * hStride + 8 Bottom-right srcXs __m256i pxSrcLocsBL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[2], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Bottom-Left memory locations = 8 Bottom-right srcYs * hStride + 8 Top-Left srcXs @@ -4997,8 +4997,8 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX, RpptBilinearNbhoodLocsVecLen8 &srcLocs, __m256 *pBilinearCoeffs, __m256 &pSrcStrideH, __m256i *pxSrcStridesCHW, Rpp32s srcChannels, __m256 *pRoiLTRB, bool isSrcPKD3 = false) { __m256 pWeightParams[4], pSrcBilinearLTyx[4]; - pSrcBilinearLTyx[0] = _mm256_floor_ps(pSrcY); // srcLT->y = (Rpp32s) srcY; - pSrcBilinearLTyx[1] = _mm256_floor_ps(pSrcX); // srcLT->x = (Rpp32s) srcX; + pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; + pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; pWeightParams[0] = _mm256_sub_ps(pSrcY, pSrcBilinearLTyx[0]); // weightParams[0] = srcY - srcLT->y; pWeightParams[1] = _mm256_sub_ps(avx_p1, pWeightParams[0]); // weightParams[1] = 1 - weightParams[0]; pWeightParams[2] = _mm256_sub_ps(pSrcX, pSrcBilinearLTyx[1]); // weightParams[2] = srcX - srcLT->x; @@ -5007,10 +5007,10 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX pBilinearCoeffs[1] = _mm256_mul_ps(pWeightParams[1], pWeightParams[2]); // (1 - weightedHeight) * weightedWidth pBilinearCoeffs[2] = _mm256_mul_ps(pWeightParams[0], pWeightParams[3]); // weightedHeight * (1 - weightedWidth) pBilinearCoeffs[3] = _mm256_mul_ps(pWeightParams[0], pWeightParams[2]); // weightedHeight * weightedWidth - pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); - pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); - pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); + pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]); if(isSrcPKD3) { pSrcBilinearLTyx[1] = _mm256_mul_ps(pSrcBilinearLTyx[1], avx_p3); // if pkd3, multiply Left-Top column location by 3 @@ -5036,7 +5036,9 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX template inline void compute_generic_bilinear_interpolation_pkd3_to_pln3(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTempR, T *dstPtrTempG, T *dstPtrTempB, T *srcPtrChannel, RpptDescPtr srcDescPtr) { - if ((srcX < roiLTRB->ltrbROI.lt.x) || (srcY < roiLTRB->ltrbROI.lt.y) || (srcX > roiLTRB->ltrbROI.rb.x) || (srcY > roiLTRB->ltrbROI.rb.y)) + Rpp32s srcXFloor = std::round(srcX); + Rpp32s srcYFloor = std::round(srcY); + if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { *dstPtrTempR = 0; *dstPtrTempG = 0; @@ -5055,8 +5057,8 @@ inline void compute_generic_bilinear_interpolation_pkd3_to_pln3(Rpp32f srcY, Rpp template inline void compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTemp, T *srcPtrChannel, RpptDescPtr srcDescPtr) { - Rpp32s srcXFloor = std::floor(srcX); - Rpp32s srcYFloor = std::floor(srcY); + Rpp32s srcXFloor = std::round(srcX); + Rpp32s srcYFloor = std::round(srcY); if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { memset(dstPtrTemp, 0, 3 * sizeof(T)); @@ -5070,8 +5072,8 @@ inline void compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(Rpp32f srcY, template inline void compute_generic_bilinear_interpolation_pln_to_pln(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTemp, T *srcPtrChannel, RpptDescPtr srcDescPtr, RpptDescPtr dstDescPtr) { - Rpp32s srcXFloor = std::floor(srcX); - Rpp32s srcYFloor = std::floor(srcY); + Rpp32s srcXFloor = std::round(srcX); + Rpp32s srcYFloor = std::round(srcY); if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { for(int c = 0; c < srcDescPtr->c; c++) diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv new file mode 100644 index 000000000..a6eb61da5 --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv new file mode 100644 index 000000000..8c33acf7c --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv new file mode 100644 index 000000000..2211b2c84 --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv new file mode 100644 index 000000000..1d520396d --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv new file mode 100644 index 000000000..734ffadc1 --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv new file mode 100644 index 000000000..cbc477e5a --- /dev/null +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv @@ -0,0 +1 @@ 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\ No newline at end of file From a5e567913f7b902ae08223f1d37e52ab4abf1abd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 7 Feb 2024 13:04:40 -0700 Subject: [PATCH 10/66] Bump rocm-docs-core[api_reference] from 0.33.1 to 0.33.2 in /docs/sphinx (#302) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.1 to 0.33.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.1...v0.33.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 9cb4c9511..42f3c2cad 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.33.1 +rocm-docs-core[api_reference]==0.33.2 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index 79be6b19a..cd617a1b8 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.33.1 +rocm-docs-core[api-reference]==0.33.2 # via # -r requirements.in # rocm-docs-core From 30a6fa0f89168534256f76bc102fbbd1808d8757 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 8 Feb 2024 06:31:29 -0500 Subject: [PATCH 11/66] Change typecast into reinterpret_cast Includes Cleanup --- src/modules/cpu/kernel/remap.hpp | 382 ++++++++---------- .../rppt_tensor_geometric_augmentations.cpp | 24 +- 2 files changed, 190 insertions(+), 216 deletions(-) diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index 81e8ec62a..0fb0a9799 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -38,8 +38,8 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration - Rpp32s vectorIncrement = 4; - Rpp32s vectorIncrementPkd = 12; + Rpp32s vectorIncrementPerChannel = 4; + Rpp32s vectorIncrement = 12; Rpp32s remappedSrcLoc; Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; @@ -66,26 +66,24 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); rpp_simd_store(rpp_store12_u8pkd3_to_u8pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pxRow); - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; @@ -114,7 +112,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow[3]; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); @@ -122,18 +120,16 @@ omp_set_dynamic(0); rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrRowG, remapSrcLocArray, pxRow[1]); rpp_simd_load(rpp_resize_nn_load_u8pln1, srcPtrRowB, remapSrcLocArray, pxRow[2]); rpp_simd_store(rpp_store12_u8pln3_to_u8pkd3, dstPtrTemp, pxRow); - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -156,24 +152,22 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTemp, pxRow); - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); *dstPtrTemp++ = *(srcPtrChannel + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrChannel + 1 + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrChannel + 2 + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -196,7 +190,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { Rpp8u *srcPtrTempChn, *dstPtrTempChn; srcPtrTempChn = srcPtrChannel; @@ -211,15 +205,15 @@ omp_set_dynamic(0); srcPtrTempChn += srcDescPtr->strides.cStride; dstPtrTempChn += dstDescPtr->strides.cStride; } - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { Rpp8u * dstPtrTempChannel = dstPtrTemp; Rpp8u * srcPtrTempChannel = srcPtrChannel; - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); for (int c = 0; c < dstDescPtr->c; c++) { *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); @@ -227,8 +221,6 @@ omp_set_dynamic(0); srcPtrTempChannel += srcDescPtr->strides.cStride; } dstPtrTemp++; - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -274,8 +266,8 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration - Rpp32s vectorIncrement = 4; - Rpp32s vectorIncrementPkd = 12; + Rpp32s vectorIncrementPerChannel = 4; + Rpp32s vectorIncrement = 12; Rpp32s remappedSrcLoc; Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; @@ -302,26 +294,24 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128 pRow[3]; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_f32pkd3_to_f32pln3, srcPtrChannel, remapSrcLocArray, pRow); rpp_simd_store(rpp_store12_f32pln3_to_f32pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pRow); - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; @@ -350,7 +340,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128 pRow[4]; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); @@ -358,18 +348,16 @@ omp_set_dynamic(0); rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrRowG, remapSrcLocArray, pRow[1]); rpp_simd_load(rpp_resize_nn_load_f32pln1, srcPtrRowB, remapSrcLocArray, pRow[2]); rpp_simd_store(rpp_store12_f32pln3_to_f32pkd3, dstPtrTemp, pRow); - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -423,7 +411,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { Rpp32f *srcPtrTempChn, *dstPtrTempChn; srcPtrTempChn = srcPtrChannel; @@ -438,15 +426,15 @@ omp_set_dynamic(0); srcPtrTempChn += srcDescPtr->strides.cStride; dstPtrTempChn += dstDescPtr->strides.cStride; } - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { Rpp32f * dstPtrTempChannel = dstPtrTemp; Rpp32f * srcPtrTempChannel = srcPtrChannel; - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); for (int c = 0; c < dstDescPtr->c; c++) { *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); @@ -454,8 +442,6 @@ omp_set_dynamic(0); srcPtrTempChannel += srcDescPtr->strides.cStride; } dstPtrTemp++; - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -501,8 +487,8 @@ omp_set_dynamic(0); rowRemapTableImage = rowRemapTable + batchCount * remapTableDescPtr->strides.nStride; colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~3; // Align dst width to process 4 dst pixels per iteration - Rpp32s vectorIncrement = 4; - Rpp32s vectorIncrementPkd = 12; + Rpp32s vectorIncrementPerChannel = 4; + Rpp32s vectorIncrement = 12; Rpp32s remappedSrcLoc; Rpp32s remapSrcLocArray[4] = {0}; // Since 4 dst pixels are processed per iteration Rpp32f widthLimit = roi.xywhROI.roiWidth - 1; @@ -529,26 +515,24 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); rpp_simd_store(rpp_store12_i8pkd3_to_i8pln3, dstPtrTempR, dstPtrTempG, dstPtrTempB, pxRow); - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); *dstPtrTempR++ = *(srcPtrChannel + remappedSrcLoc); *dstPtrTempG++ = *(srcPtrChannel + 1 + remappedSrcLoc); *dstPtrTempB++ = *(srcPtrChannel + 2 + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; @@ -577,7 +561,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow[3]; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit); @@ -585,18 +569,16 @@ omp_set_dynamic(0); rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrRowG, remapSrcLocArray, pxRow[1]); rpp_simd_load(rpp_resize_nn_load_i8pln1, srcPtrRowB, remapSrcLocArray, pxRow[2]); rpp_simd_store(rpp_store12_i8pln3_to_i8pkd3, dstPtrTemp, pxRow); - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); *dstPtrTemp++ = *(srcPtrRowR + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowG + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrRowB + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -619,24 +601,22 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTemp, pxRow); - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, srcDescPtr->c); *dstPtrTemp++ = *(srcPtrChannel + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrChannel + 1 + remappedSrcLoc); *dstPtrTemp++ = *(srcPtrChannel + 2 + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -659,7 +639,7 @@ omp_set_dynamic(0); colRemapTableTemp = colRemapTableImage; int vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { Rpp8s *srcPtrTempChn, *dstPtrTempChn; srcPtrTempChn = srcPtrChannel; @@ -674,15 +654,15 @@ omp_set_dynamic(0); srcPtrTempChn += srcDescPtr->strides.cStride; dstPtrTempChn += dstDescPtr->strides.cStride; } - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { Rpp8s * dstPtrTempChannel = dstPtrTemp; Rpp8s * srcPtrTempChannel = srcPtrChannel; - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); for (int c = 0; c < dstDescPtr->c; c++) { *dstPtrTempChannel = *(srcPtrTempChannel + remappedSrcLoc); @@ -690,8 +670,6 @@ omp_set_dynamic(0); srcPtrTempChannel += srcDescPtr->strides.cStride; } dstPtrTemp++; - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -765,15 +743,13 @@ omp_set_dynamic(0); for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { Rpp32s remappedSrcLoc; - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, layoutParams.bufferMultiplier); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit, layoutParams.bufferMultiplier); *dstPtrTempR = (Rpp16f)*(srcPtrRowR + remappedSrcLoc); *dstPtrTempG = (Rpp16f)*(srcPtrRowG + remappedSrcLoc); *dstPtrTempB = (Rpp16f)*(srcPtrRowB + remappedSrcLoc); dstPtrTempR = dstPtrTempR + dstDescPtr->strides.wStride; dstPtrTempG = dstPtrTempG + dstDescPtr->strides.wStride; dstPtrTempB = dstPtrTempB + dstDescPtr->strides.wStride; - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; @@ -802,10 +778,8 @@ omp_set_dynamic(0); for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) { Rpp32s remappedSrcLoc; - compute_remap_src_loc(*rowRemapTableTemp, *colRemapTableTemp, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); + compute_remap_src_loc(*rowRemapTableTemp++, *colRemapTableTemp++, remappedSrcLoc, srcDescPtr->strides.hStride, widthLimit, heightLimit); *dstPtrTemp++ = (Rpp16f)*(srcPtrRow + remappedSrcLoc); - rowRemapTableTemp++; - colRemapTableTemp++; } dstPtrRow += dstDescPtr->strides.hStride; rowRemapTableImage += remapTableDescPtr->strides.hStride; @@ -856,8 +830,8 @@ omp_set_dynamic(0); colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration - Rpp32s vectorIncrement = 8; - Rpp32s vectorIncrementPkd = 24; + Rpp32s vectorIncrementPerChannel = 8; + Rpp32s vectorIncrement = 24; #if __AVX2__ __m256 pBilinearCoeffs[4]; @@ -895,7 +869,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -904,11 +878,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -939,7 +913,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -948,9 +922,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_u8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -982,7 +956,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -991,9 +965,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_u8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1029,7 +1003,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1038,11 +1012,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1073,7 +1047,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1082,9 +1056,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store8_f32pln1_to_u8pln1_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1137,8 +1111,8 @@ omp_set_dynamic(0); colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration - Rpp32s vectorIncrement = 8; - Rpp32s vectorIncrementPkd = 24; + Rpp32s vectorIncrementPerChannel = 8; + Rpp32s vectorIncrement = 24; #if __AVX2__ __m256 pBilinearCoeffs[4]; @@ -1176,7 +1150,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1185,11 +1159,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1220,7 +1194,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1229,9 +1203,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1263,7 +1237,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1272,9 +1246,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1310,7 +1284,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1319,11 +1293,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1354,7 +1328,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1363,9 +1337,9 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store8_f32pln1_to_f32pln1_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1420,8 +1394,8 @@ omp_set_dynamic(0); colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration - Rpp32s vectorIncrement = 8; - Rpp32s vectorIncrementPkd = 24; + Rpp32s vectorIncrementPerChannel = 8; + Rpp32s vectorIncrement = 24; #if __AVX2__ __m256 pBilinearCoeffs[4]; @@ -1459,7 +1433,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1469,11 +1443,11 @@ omp_set_dynamic(0); compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation compute_offset_i8_3c_avx(pDst); rpp_simd_store(rpp_store24_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1504,7 +1478,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1514,9 +1488,9 @@ omp_set_dynamic(0); compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation compute_offset_i8_3c_avx(pDst); rpp_simd_store(rpp_store24_f32pln3_to_i8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1548,7 +1522,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1558,9 +1532,9 @@ omp_set_dynamic(0); compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation compute_offset_i8_3c_avx(pDst); rpp_simd_store(rpp_store24_f32pln3_to_i8pkd3_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1596,7 +1570,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1606,11 +1580,11 @@ omp_set_dynamic(0); compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation compute_offset_i8_3c_avx(pDst); rpp_simd_store(rpp_store24_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, pDst); // Store dst pixels - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1641,7 +1615,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1651,9 +1625,9 @@ omp_set_dynamic(0); compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation compute_offset_i8_1c_avx(pDst); rpp_simd_store(rpp_store8_f32pln1_to_i8pln1_avx, dstPtrTemp, pDst); // Store dst pixels - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1707,8 +1681,8 @@ omp_set_dynamic(0); colRemapTableImage = colRemapTable + batchCount * remapTableDescPtr->strides.nStride; Rpp32u alignedLength = roi.xywhROI.roiWidth & ~7; // Align dst width to process 8 dst pixels per iteration - Rpp32s vectorIncrement = 8; - Rpp32s vectorIncrementPkd = 24; + Rpp32s vectorIncrementPerChannel = 8; + Rpp32s vectorIncrement = 24; #if __AVX2__ __m256 pBilinearCoeffs[4]; @@ -1746,7 +1720,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1756,17 +1730,17 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, pDst); // Store dst pixels - for(int cnt = 0; cnt < vectorIncrement; cnt++) + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) { dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; } - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1797,7 +1771,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1807,11 +1781,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, pDst); // Store dst pixels - for(int cnt = 0; cnt < vectorIncrementPkd; cnt++) + for(int cnt = 0; cnt < vectorIncrement; cnt++) dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1843,7 +1817,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1853,11 +1827,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, pDst); // Store dst pixels - for(int cnt = 0; cnt < vectorIncrementPkd; cnt++) + for(int cnt = 0; cnt < vectorIncrement; cnt++) dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; - dstPtrTemp += vectorIncrementPkd; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1893,7 +1867,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1903,17 +1877,17 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_3c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_3c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, pDst); // Store dst pixels - for(int cnt = 0; cnt < vectorIncrement; cnt++) + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) { dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; } - dstPtrTempR += vectorIncrement; - dstPtrTempG += vectorIncrement; - dstPtrTempB += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) @@ -1944,7 +1918,7 @@ omp_set_dynamic(0); int vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 pSrcX = _mm256_loadu_ps(colRemapTableTemp); __m256 pSrcY = _mm256_loadu_ps(rowRemapTableTemp); @@ -1954,11 +1928,11 @@ omp_set_dynamic(0); rpp_simd_load(rpp_generic_bilinear_load_1c_avx, srcPtrChannel, srcDescPtr, srcLocs, pSrcY, pSrcX, pRoiLTRB, pSrc); // Load input pixels required for bilinear interpolation compute_bilinear_interpolation_1c_avx(pSrc, pBilinearCoeffs, pDst); // Compute Bilinear interpolation rpp_simd_store(rpp_store8_f32pln1_to_f32pln1_avx, dstPtrTemp_ps, pDst); // Store dst pixels - for(int cnt = 0; cnt < vectorIncrement; cnt++) + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; - dstPtrTemp += vectorIncrement; - rowRemapTableTemp += vectorIncrement; - colRemapTableTemp += vectorIncrement; + dstPtrTemp += vectorIncrementPerChannel; + rowRemapTableTemp += vectorIncrementPerChannel; + colRemapTableTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < roi.xywhROI.roiWidth; vectorLoopCount++) diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index a12c4b8eb..487054980 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1051,9 +1051,9 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { - remap_nn_f16_f16_host_tensor((Rpp16f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + remap_nn_f16_f16_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (Rpp16f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, @@ -1064,9 +1064,9 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { - remap_nn_f32_f32_host_tensor((Rpp32f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + remap_nn_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (Rpp32f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, @@ -1106,9 +1106,9 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { - remap_bilinear_f16_f16_host_tensor((Rpp16f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + remap_bilinear_f16_f16_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (Rpp16f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, @@ -1119,9 +1119,9 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { - remap_bilinear_f32_f32_host_tensor((Rpp32f*) static_cast(srcPtr) + srcDescPtr->offsetInBytes, + remap_bilinear_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (Rpp32f*) static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, @@ -1914,9 +1914,9 @@ RppStatus rppt_remap_gpu(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { - hip_exec_remap_tensor((half*)static_cast(srcPtr) + srcDescPtr->offsetInBytes, + hip_exec_remap_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (half*)static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, @@ -1928,9 +1928,9 @@ RppStatus rppt_remap_gpu(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { - hip_exec_remap_tensor((Rpp32f*)static_cast(srcPtr) + srcDescPtr->offsetInBytes, + hip_exec_remap_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - (Rpp32f*)static_cast(dstPtr) + dstDescPtr->offsetInBytes, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rowRemapTable, colRemapTable, From 3c4b6a45bca5b0ac1d96d31855d228d1e2932f71 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 8 Feb 2024 06:41:17 -0500 Subject: [PATCH 12/66] Modify PLN3 reference output --- src/include/cpu/rpp_cpu_common.hpp | 4 ++-- .../remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 3cb125b67..36ad696b6 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -4997,8 +4997,8 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX, RpptBilinearNbhoodLocsVecLen8 &srcLocs, __m256 *pBilinearCoeffs, __m256 &pSrcStrideH, __m256i *pxSrcStridesCHW, Rpp32s srcChannels, __m256 *pRoiLTRB, bool isSrcPKD3 = false) { __m256 pWeightParams[4], pSrcBilinearLTyx[4]; - pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; - pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; + pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; + pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; pWeightParams[0] = _mm256_sub_ps(pSrcY, pSrcBilinearLTyx[0]); // weightParams[0] = srcY - srcLT->y; pWeightParams[1] = _mm256_sub_ps(avx_p1, pWeightParams[0]); // weightParams[1] = 1 - weightParams[0]; pWeightParams[2] = _mm256_sub_ps(pSrcX, pSrcBilinearLTyx[1]); // weightParams[2] = srcX - srcLT->x; diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv index cbc477e5a..734ffadc1 100644 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv +++ b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv @@ -1 +1 @@ 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\ No newline at end of file From 43ed4d5a70c2f303cee32452366c582902fe2ea7 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 8 Feb 2024 09:13:47 -0500 Subject: [PATCH 13/66] Update reference outputs --- ...8_Tensor_PKD3_interpolationTypeBilinear.csv | 1 - ...r_PKD3_interpolationTypeNearestNeighbor.csv | 1 - ...8_Tensor_PLN1_interpolationTypeBilinear.csv | 1 - ...r_PLN1_interpolationTypeNearestNeighbor.csv | 1 - ...8_Tensor_PLN3_interpolationTypeBilinear.csv | 1 - ...r_PLN3_interpolationTypeNearestNeighbor.csv | 1 - ...map_u8_Tensor_interpolationTypeBilinear.bin | Bin 0 -> 273600 bytes ...Tensor_interpolationTypeNearestNeighbor.bin | Bin 0 -> 273600 bytes 8 files changed, 6 deletions(-) delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_interpolationTypeBilinear.bin create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_interpolationTypeNearestNeighbor.bin diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv deleted file mode 100644 index a6eb61da5..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeBilinear.csv +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv deleted file mode 100644 index 8c33acf7c..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv deleted file mode 100644 index 2211b2c84..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeBilinear.csv +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv deleted file mode 100644 index 1d520396d..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv deleted file mode 100644 index 734ffadc1..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeBilinear.csv +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv deleted file mode 100644 index 734ffadc1..000000000 --- a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv +++ /dev/null @@ -1 +0,0 @@ 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Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 42f3c2cad..0fbd95638 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.33.2 +rocm-docs-core[api_reference]==0.34.0 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index cd617a1b8..b4e30171a 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.33.2 +rocm-docs-core[api-reference]==0.34.0 # via # -r requirements.in # rocm-docs-core From 54d16d1802a974429cd3de89c6447157beaaadf3 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Fri, 9 Feb 2024 08:53:13 -0500 Subject: [PATCH 16/66] Fix PLN3 output corruption of remap --- src/include/cpu/rpp_cpu_simd.hpp | 39 +++++++++++++++++--------- src/modules/cpu/kernel/remap.hpp | 5 ++-- src/modules/cpu/kernel/resize.hpp | 4 +-- src/modules/cpu/kernel/warp_affine.hpp | 4 +-- src/modules/cpu/kernel/water.hpp | 2 +- 5 files changed, 33 insertions(+), 21 deletions(-) diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index 84c898b90..661d32ad5 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -2865,10 +2865,17 @@ inline void rpp_store24_f32pln3_to_u8pkd3_avx(Rpp8u* dstPtr, __m256* p) _mm256_storeu_si256((__m256i *)(dstPtr), px1); /* store the 24 U8 pixels in dst */ } +inline void rpp_store8_u8pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256i &p) +{ + __m128i pTemp = _mm256_castsi256_si128(p); + rpp_storeu_si64((__m128i *)(dstPtr), pTemp); +} + inline void rpp_store8_f32pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256 &p) { __m256i px1 = _mm256_permute4x64_epi64(_mm256_packus_epi32(_mm256_cvtps_epi32(p), avx_px0), _MM_SHUFFLE(3,1,2,0)); - _mm256_storeu_si256((__m256i *)(dstPtr), _mm256_packus_epi16(px1, avx_px0)); + px1 = _mm256_packus_epi16(px1, avx_px0); + rpp_store8_u8pln1_to_u8pln1_avx(dstPtr, px1); } inline void rpp_store24_f32pln3_to_u8pln3_avx(Rpp8u* dstRPtr, Rpp8u* dstGPtr, Rpp8u* dstBPtr, __m256* p) @@ -3029,11 +3036,17 @@ inline void rpp_store24_f32pln3_to_i8pkd3_avx(Rpp8s* dstPtr, __m256* p) _mm256_storeu_si256((__m256i *)(dstPtr), px1); /* store the 12 U8 pixels in dst */ } +inline void rpp_store8_i8pln1_to_i8pln1_avx(Rpp8s* dstPtr, __m256i &p) +{ + __m128i pTemp = _mm256_castsi256_si128(p); + rpp_storeu_si64((__m128i *)(dstPtr), pTemp); +} + inline void rpp_store8_f32pln1_to_i8pln1_avx(Rpp8s* dstPtr, __m256 &p) { __m256i px1 = _mm256_permute4x64_epi64(_mm256_packus_epi32(_mm256_cvtps_epi32(p), avx_px0), _MM_SHUFFLE(3,1,2,0)); px1 = _mm256_sub_epi8(_mm256_packus_epi16(px1, avx_px0), avx_pxConvertI8); /* Pack and add I8 conversion param */ - _mm256_storeu_si256((__m256i *)(dstPtr), px1); /* store the 4 pixels in dst */ + rpp_store8_i8pln1_to_i8pln1_avx(dstPtr, px1); /* store the 4 pixels in dst */ } inline void rpp_store24_f32pln3_to_i8pln3_avx(Rpp8s* dstRPtr, Rpp8s* dstGPtr, Rpp8s* dstBPtr, __m256* p) @@ -3567,6 +3580,11 @@ inline void rpp_store24_i8pkd3_to_i8pln3_avx(Rpp8s* dstPtrR, Rpp8s* dstPtrG, Rpp } inline void rpp_store4_u8_to_u8(Rpp8u* dstPtr, __m128i &p) +{ + rpp_storeu_si32((__m128i *)(dstPtr), p); +} + +inline void rpp_store12_u8_to_u8(Rpp8u* dstPtr, __m128i &p) { _mm_storeu_si128((__m128i *)(dstPtr), p); } @@ -3581,18 +3599,6 @@ inline void rpp_store24_i8_to_i8_avx(Rpp8s* dstPtr, __m256i &p) _mm256_storeu_si256((__m256i *)(dstPtr), p); } -inline void rpp_store8_u8pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256i &p) -{ - __m128i pTemp = _mm256_castsi256_si128(p); - rpp_storeu_si64((__m128i *)(dstPtr), pTemp); -} - -inline void rpp_store8_i8pln1_to_i8pln1(Rpp8s* dstPtr, __m256i &p) -{ - __m128i pTemp = _mm256_castsi256_si128(p); - rpp_storeu_si64((__m128i *)(dstPtr), pTemp); -} - inline void rpp_store12_u8pln3_to_u8pkd3(Rpp8u* dstPtr, __m128i *p) { __m128i px[4]; @@ -3625,6 +3631,11 @@ inline void rpp_store12_i8pkd3_to_i8pln3(Rpp8s* dstPtrR, Rpp8s* dstPtrG, Rpp8s* } inline void rpp_store4_i8_to_i8(Rpp8s* dstPtr, __m128i &p) +{ + rpp_storeu_si32((__m128i *)(dstPtr), p); +} + +inline void rpp_store12_i8_to_i8(Rpp8s* dstPtr, __m128i &p) { _mm_storeu_si128((__m128i *)(dstPtr), p); } diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index 0fb0a9799..591f3c7a4 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -27,6 +27,7 @@ omp_set_dynamic(0); RpptROI roi; RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + //roi.xywhROI.roiWidth = 50; Rpp8u *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; @@ -157,7 +158,7 @@ omp_set_dynamic(0); __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); - rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTemp, pxRow); + rpp_simd_store(rpp_store12_u8_to_u8, dstPtrTemp, pxRow); dstPtrTemp += vectorIncrement; rowRemapTableTemp += vectorIncrementPerChannel; colRemapTableTemp += vectorIncrementPerChannel; @@ -606,7 +607,7 @@ omp_set_dynamic(0); __m128i pxRow; compute_remap_src_loc_sse(rowRemapTableTemp, colRemapTableTemp, remapSrcLocArray, pSrcStride, pWidthLimit, pHeightLimit, pSrcChannel); rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrChannel, remapSrcLocArray, pxRow); - rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTemp, pxRow); + rpp_simd_store(rpp_store12_i8_to_i8, dstPtrTemp, pxRow); dstPtrTemp += vectorIncrement; rowRemapTableTemp += vectorIncrementPerChannel; colRemapTableTemp += vectorIncrementPerChannel; diff --git a/src/modules/cpu/kernel/resize.hpp b/src/modules/cpu/kernel/resize.hpp index 12ff039f6..ae11f4a5e 100644 --- a/src/modules/cpu/kernel/resize.hpp +++ b/src/modules/cpu/kernel/resize.hpp @@ -182,7 +182,7 @@ RppStatus resize_nn_u8_u8_host_tensor(Rpp8u *srcPtr, __m128i pRow; compute_resize_nn_src_loc_sse(pDstLoc, pWRatio, pWidthLimit, srcLocationColumnArray, pWOffset, true); rpp_simd_load(rpp_resize_nn_load_u8pkd3, srcPtrTemp, srcLocationColumnArray, pRow); - rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTemp, pRow); + rpp_simd_store(rpp_store12_u8_to_u8, dstPtrTemp, pRow); dstPtrTemp += vectorIncrementPkd; } for (; vectorLoopCount < dstImgSize[batchCount].width; vectorLoopCount++) @@ -616,7 +616,7 @@ RppStatus resize_nn_i8_i8_host_tensor(Rpp8s *srcPtr, __m128i pRow; compute_resize_nn_src_loc_sse(pDstLoc, pWRatio, pWidthLimit, srcLocationColumnArray, pWOffset, true); rpp_simd_load(rpp_resize_nn_load_i8pkd3, srcPtrTemp, srcLocationColumnArray, pRow); - rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTemp, pRow); + rpp_simd_store(rpp_store12_i8_to_i8, dstPtrTemp, pRow); dstPtrTemp += vectorIncrementPkd; } for (; vectorLoopCount < dstImgSize[batchCount].width; vectorLoopCount++) diff --git a/src/modules/cpu/kernel/warp_affine.hpp b/src/modules/cpu/kernel/warp_affine.hpp index 9fd335c29..96c173cc4 100644 --- a/src/modules/cpu/kernel/warp_affine.hpp +++ b/src/modules/cpu/kernel/warp_affine.hpp @@ -218,7 +218,7 @@ RppStatus warp_affine_nn_u8_u8_host_tensor(Rpp8u *srcPtr, __m128i pRow; compute_generic_nn_srclocs_and_validate_sse(pSrcY, pSrcX, pRoiLTRB, pSrcStrideH, srcLoc, invalidLoad, true); rpp_simd_load(rpp_generic_nn_load_u8pkd3, srcPtrChannel, srcLoc, invalidLoad, pRow); - rpp_simd_store(rpp_store4_u8_to_u8, dstPtrTemp, pRow); + rpp_simd_store(rpp_store12_u8_to_u8, dstPtrTemp, pRow); compute_warp_affine_src_loc_next_term_sse(pSrcY, pSrcX, pAffineMatrixTerm3Incr, pAffineMatrixTerm0Incr); dstPtrTemp += vectorIncrementPkd; } @@ -672,7 +672,7 @@ RppStatus warp_affine_nn_i8_i8_host_tensor(Rpp8s *srcPtr, __m128i pRow; compute_generic_nn_srclocs_and_validate_sse(pSrcY, pSrcX, pRoiLTRB, pSrcStrideH, srcLoc, invalidLoad, true); rpp_simd_load(rpp_generic_nn_load_i8pkd3, srcPtrChannel, srcLoc, invalidLoad, pRow); - rpp_simd_store(rpp_store4_i8_to_i8, dstPtrTemp, pRow); + rpp_simd_store(rpp_store12_i8_to_i8, dstPtrTemp, pRow); compute_warp_affine_src_loc_next_term_sse(pSrcY, pSrcX, pAffineMatrixTerm3Incr, pAffineMatrixTerm0Incr); dstPtrTemp += vectorIncrementPkd; } diff --git a/src/modules/cpu/kernel/water.hpp b/src/modules/cpu/kernel/water.hpp index 3f0b1c509..f12647190 100644 --- a/src/modules/cpu/kernel/water.hpp +++ b/src/modules/cpu/kernel/water.hpp @@ -965,7 +965,7 @@ RppStatus water_i8_i8_host_tensor(Rpp8s *srcPtr, { __m256i pRow; rpp_simd_load(rpp_generic_nn_load_i8pln1_avx, srcPtrTempChn, srcLocArray, invalidLoad, pRow); - rpp_simd_store(rpp_store8_i8pln1_to_i8pln1, dstPtrTempChn, pRow); + rpp_simd_store(rpp_store8_i8pln1_to_i8pln1_avx, dstPtrTempChn, pRow); srcPtrTempChn += srcDescPtr->strides.cStride; dstPtrTempChn += dstDescPtr->strides.cStride; } From 0f83b1d4934fc1cce337c2327915561f593b56cc Mon Sep 17 00:00:00 2001 From: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Date: Fri, 9 Feb 2024 19:29:51 +0530 Subject: [PATCH 17/66] Cleanup comments --- src/modules/cpu/kernel/remap.hpp | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index 591f3c7a4..396d5cbcc 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -27,7 +27,6 @@ omp_set_dynamic(0); RpptROI roi; RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); - //roi.xywhROI.roiWidth = 50; Rpp8u *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; @@ -1947,4 +1946,4 @@ omp_set_dynamic(0); } return RPP_SUCCESS; -} \ No newline at end of file +} From 30bed4e6951d3a7e07d1e20a50990844cbeee24f Mon Sep 17 00:00:00 2001 From: Kiriti Gowda Date: Fri, 9 Feb 2024 14:59:52 -0800 Subject: [PATCH 18/66] Test suite - upgrade 5 qa perf (#305) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Abishek <52214183+r-abishek@users.noreply.github.com> Co-authored-by: Snehaa Giridharan Co-authored-by: r-abishek --- CMakeLists.txt | 1 + .../HOST_NEW/BatchPD_host_pkd3.cpp | 4 +- .../HOST_NEW/BatchPD_host_pln1.cpp | 4 +- .../HOST_NEW/BatchPD_host_pln3.cpp | 4 +- utilities/test_suite/HOST/CMakeLists.txt | 7 + utilities/test_suite/HOST/runTests.py | 182 +++++++++++++++++- utilities/test_suite/README.md | 15 +- .../eight_images_mixed_src1}/img1024x768.jpg | Bin .../eight_images_mixed_src1/img1280x720.jpg | Bin 0 -> 118439 bytes .../eight_images_mixed_src1/img150x150.jpg | Bin 0 -> 8330 bytes .../eight_images_mixed_src1}/img1920x1080.jpg | Bin .../eight_images_mixed_src1}/img224x224.jpg | Bin .../eight_images_mixed_src1}/img256x256.jpg | Bin .../eight_images_mixed_src1}/img300x300.jpg | Bin .../eight_images_mixed_src1}/img3840x2160.jpg | Bin 15 files changed, 200 insertions(+), 17 deletions(-) rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img1024x768.jpg (100%) create mode 100644 utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img1280x720.jpg create mode 100644 utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img150x150.jpg rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img1920x1080.jpg (100%) rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img224x224.jpg (100%) rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img256x256.jpg (100%) rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img300x300.jpg (100%) rename utilities/{rpp-unittests/TEST_IMAGES/six_images_mixed_src1 => test_suite/TEST_IMAGES/eight_images_mixed_src1}/img3840x2160.jpg (100%) diff --git a/CMakeLists.txt b/CMakeLists.txt index 34ce6fcac..224125b36 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -346,6 +346,7 @@ install(FILES ${PROJECT_BINARY_DIR}/include/rpp_backend.h # install Test install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/cmake DESTINATION ${CMAKE_INSTALL_DATADIR}/${PROJECT_NAME}/test COMPONENT test) install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/utilities/test_suite/ DESTINATION ${CMAKE_INSTALL_DATADIR}/${PROJECT_NAME}/test COMPONENT test) +install(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/utilities/rpp-performancetests DESTINATION ${CMAKE_INSTALL_DATADIR}/${PROJECT_NAME}/test COMPONENT test) # set license information set(CPACK_RESOURCE_FILE_LICENSE "${CMAKE_CURRENT_SOURCE_DIR}/LICENSE") diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp index 250ceadfc..e298ebd99 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp @@ -1356,8 +1356,8 @@ int main(int argc, char **argv) for (i = 0; i < images; i++) { - dstSize[i].height = srcSize[i].height / 3; - dstSize[i].width = srcSize[i].width / 1.1; + dstSize[i].height = srcSize[i].height / 2; + dstSize[i].width = srcSize[i].width / 2; if (maxDstHeight < dstSize[i].height) maxDstHeight = dstSize[i].height; if (maxDstWidth < dstSize[i].width) diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp index fbffdbe68..dc8679e5d 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp @@ -1357,8 +1357,8 @@ int main(int argc, char **argv) for (i = 0; i < images; i++) { - dstSize[i].height = srcSize[i].height / 3; - dstSize[i].width = srcSize[i].width / 1.1; + dstSize[i].height = srcSize[i].height / 2; + dstSize[i].width = srcSize[i].width / 2; if (maxDstHeight < dstSize[i].height) maxDstHeight = dstSize[i].height; if (maxDstWidth < dstSize[i].width) diff --git a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp index ed1e7751b..271ed3d1c 100644 --- a/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp +++ b/utilities/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp @@ -1459,8 +1459,8 @@ int main(int argc, char **argv) for (i = 0; i < images; i++) { - dstSize[i].height = srcSize[i].height / 3; - dstSize[i].width = srcSize[i].width / 1.1; + dstSize[i].height = srcSize[i].height / 2; + dstSize[i].width = srcSize[i].width / 2; if (maxDstHeight < dstSize[i].height) maxDstHeight = dstSize[i].height; if (maxDstWidth < dstSize[i].width) diff --git a/utilities/test_suite/HOST/CMakeLists.txt b/utilities/test_suite/HOST/CMakeLists.txt index 6adc461b3..9cb32ae78 100644 --- a/utilities/test_suite/HOST/CMakeLists.txt +++ b/utilities/test_suite/HOST/CMakeLists.txt @@ -82,8 +82,15 @@ if (OpenCV_FOUND) link_directories(${ROCM_PATH}/lib /usr/local/lib) add_executable(Tensor_host Tensor_host.cpp) + add_executable(BatchPD_host_pkd3 ${ROCM_PATH}/share/rpp/test/rpp-performancetests/HOST_NEW/BatchPD_host_pkd3.cpp) + add_executable(BatchPD_host_pln1 ${ROCM_PATH}/share/rpp/test/rpp-performancetests/HOST_NEW/BatchPD_host_pln1.cpp) + add_executable(BatchPD_host_pln3 ${ROCM_PATH}/share/rpp/test/rpp-performancetests/HOST_NEW/BatchPD_host_pln3.cpp) + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=gnu++17") target_link_libraries(Tensor_host ${OpenCV_LIBS} -lturbojpeg -lrpp pthread ${LINK_LIBRARY_LIST}) + target_link_libraries(BatchPD_host_pkd3 ${OpenCV_LIBS} -lturbojpeg -lrpp pthread ${LINK_LIBRARY_LIST}) + target_link_libraries(BatchPD_host_pln1 ${OpenCV_LIBS} -lturbojpeg -lrpp pthread ${LINK_LIBRARY_LIST}) + target_link_libraries(BatchPD_host_pln3 ${OpenCV_LIBS} -lturbojpeg -lrpp pthread ${LINK_LIBRARY_LIST}) else() message("-- ${Red}Error: OpenCV must be installed to install ${PROJECT_NAME} successfully!${ColourReset}") endif() diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index bd938e218..e921d27bf 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -28,6 +28,7 @@ import sys import datetime import shutil +import pandas as pd # Set the timestamp timestamp = datetime.datetime.now().strftime("%Y-%m-%d_%H-%M-%S") @@ -37,6 +38,7 @@ inFilePath2 = scriptPath + "/../TEST_IMAGES/three_images_mixed_src2" ricapInFilePath = scriptPath + "/../TEST_IMAGES/three_images_150x150_src1" qaInputFile = scriptPath + "/../TEST_IMAGES/three_images_mixed_src1" +perfQaInputFile = scriptPath + "/../TEST_IMAGES/eight_images_mixed_src1" outFolderPath = os.getcwd() buildFolderPath = os.getcwd() @@ -155,7 +157,11 @@ def run_unit_test(srcPath1, srcPath2, dstPathTemp, case, numRuns, testType, layo print("--------------------------------") print("Running a New Functionality...") print("--------------------------------") - for bitDepth in range(7): + if qaMode: + maxBitdepth = 1 + else: + maxBitdepth = 7 + for bitDepth in range(maxBitdepth): print("\n\n\nRunning New Bit Depth...\n-------------------------\n\n") for outputFormatToggle in range(2): @@ -183,6 +189,16 @@ def run_unit_test(srcPath1, srcPath2, dstPathTemp, case, numRuns, testType, layo print("------------------------------------------------------------------------------------------") def run_performance_test_cmd(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, bitDepth, outputFormatToggle, case, additionalParam, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList): + if qaMode == 1: + with open("{}/BatchPD_host_{}_raw_performance_log.txt".format(loggingFolder, log_file_layout), "a") as log_file: + process = subprocess.Popen([buildFolderPath + "/build/BatchPD_host_" + log_file_layout, srcPath1, srcPath2, str(bitDepth), str(outputFormatToggle), str(case), str(additionalParam), "0"], stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True) # nosec + while True: + output = process.stdout.readline() + if not output and process.poll() is not None: + break + print(output.strip()) + log_file.write(output) + with open("{}/Tensor_host_{}_raw_performance_log.txt".format(loggingFolder, log_file_layout), "a") as log_file: print(f"./Tensor_host {srcPath1} {srcPath2} {dstPath} {bitDepth} {outputFormatToggle} {case} {additionalParam} 0 ") process = subprocess.Popen([buildFolderPath + "/build/Tensor_host", srcPath1, srcPath2, dstPath, str(bitDepth), str(outputFormatToggle), str(case), str(additionalParam), str(numRuns), str(testType), str(layout), "0", str(qaMode), str(decoderType), str(batchSize)] + roiList + [scriptPath], stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True) # nosec @@ -198,8 +214,11 @@ def run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dst print("--------------------------------") print("Running a New Functionality...") print("--------------------------------") - - for bitDepth in range(7): + if qaMode: + maxBitdepth = 1 + else: + maxBitdepth = 7 + for bitDepth in range(maxBitdepth): print("\n\n\nRunning New Bit Depth...\n-------------------------\n\n") for outputFormatToggle in range(2): @@ -239,6 +258,7 @@ def rpp_test_suite_parser_and_validator(): validate_path(args.input_path1) validate_path(args.input_path2) validate_path(qaInputFile) + validate_path(perfQaInputFile) # validate the parameters passed by user if ((args.case_start < 0 or args.case_start > 87) or (args.case_end < 0 or args.case_end > 87)): @@ -300,10 +320,14 @@ def rpp_test_suite_parser_and_validator(): batchSize = args.batch_size roiList = ['0', '0', '0', '0'] if args.roi is None else args.roi -if qaMode and batchSize != 3: +if qaMode and testType == 0 and batchSize != 3: print("QA mode can only run with a batch size of 3.") exit(0) +if qaMode and testType == 1 and batchSize != 8: + print("Performance QA mode can only run with a batch size of 8.") + exit(0) + # set the output folders and number of runs based on type of test (unit test / performance test) if(testType == 0): if qaMode: @@ -374,12 +398,15 @@ def rpp_test_suite_parser_and_validator(): if int(case) < 0 or int(case) > 87: print(f"Invalid case number {case}. Case number must be in the range of 0 to 86!") continue + # if QA mode is enabled overwrite the input folders with the folders used for generating golden outputs + if qaMode == 1 and case != "82": + srcPath1 = inFilePath1 + srcPath2 = inFilePath2 if case == "82" and "--input_path1" not in sys.argv and "--input_path2" not in sys.argv: - srcPath1 = ricapInFilePath - srcPath2 = ricapInFilePath + srcPath1 = ricapInFilePath + srcPath2 = ricapInFilePath for layout in range(3): dstPathTemp, log_file_layout = process_layout(layout, qaMode, case, dstPath) - run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests @@ -415,7 +442,146 @@ def rpp_test_suite_parser_and_validator(): if testType == 0 and qaMode == 0: create_layout_directories(dstPath, layoutDict) # Performance tests -elif (testType == 1): +elif (testType == 1 and qaMode == 1): + columns = ['BatchPD_Augmentation_Type', 'Tensor_Augmentation_Type', 'Performance Speedup (%)', 'Test_Result'] + tensorAugVariations = [] + batchPDAugVariations = [] + achievedPerf = [] + status = [] + df = pd.DataFrame(columns=columns) + tensorLogFileList = get_log_file_list(preserveOutput) + batchpdLogFileList = [sub.replace("Tensor_host", "BatchPD_host") for sub in tensorLogFileList] # will be needed only in qa mode + + stats = [] + tensorVal = [] + batchpdVal = [] + functions = [] + functionsBatchPD = [] + funcCount = 0 + performanceNoise = 10 + perfQASupportCaseList = ["resize", "color_twist", "phase"] + for i in range(3): + tensorLogFile = tensorLogFileList[i] + batchpdLogFile = batchpdLogFileList[i] + # Opening log file + try: + tensorFile = open(tensorLogFile,"r") + except IOError: + print("Skipping file -> "+ tensorLogFile) + continue + + # Opening log file + try: + batchpdFile = open(batchpdLogFile,"r") + except IOError: + print("Skipping file -> "+ batchpdLogFile) + continue + + prevLine = "" + # Loop over each line + for line in tensorFile: + if "max,min,avg wall times in ms/batch" in line and "u8_Tensor" in prevLine: + layoutCheck = "PKD3_toPKD3" in prevLine or "PLN3_toPLN3" in prevLine or "PLN1_toPLN1" in prevLine + interpolationCheck = "interpolationType" not in prevLine or "interpolationTypeBilinear" in prevLine + if layoutCheck and interpolationCheck: + splitWordStart = "Running " + splitWordEnd = " " + str(numRuns) + prevLine = prevLine.partition(splitWordStart)[2].partition(splitWordEnd)[0] + splitWordStart = "max,min,avg wall times in ms/batch = " + splitWordEnd = "\n" + if prevLine not in functions: + functions.append(prevLine) + stats = line.partition(splitWordStart)[2].partition(splitWordEnd)[0].split(",") + tensorVal.append(float(stats[2])) + funcCount += 1 + + if line != "\n": + prevLine = line + + # Closing log file + tensorFile.close() + + stats = [] + prevLine = "" + for line in batchpdFile: + if "max,min,avg" in line and "u8_BatchPD" in prevLine: + if "PKD3_toPKD3" in prevLine or "PLN3_toPLN3" in prevLine or "PLN1_toPLN1" in prevLine: + splitWordStart = "Running " + splitWordEnd = " " + str(numRuns) + prevLine = prevLine.partition(splitWordStart)[2].partition(splitWordEnd)[0] + splitWordStart = "max,min,avg" + splitWordEnd = "\n" + if prevLine not in functionsBatchPD: + functionsBatchPD.append(prevLine) + stats = line.partition(splitWordStart)[2].partition(splitWordEnd)[0].split(",") + batchpdVal.append(float(stats[2]) * float(1000.0)) + + if line != "\n": + prevLine = line + + # Closing log file + batchpdFile.close() + + print("---------------------------------- Results of QA Test - Tensor_host ----------------------------------\n") + qaFilePath = os.path.join(outFilePath, "QA_results.txt") + excelFilePath = os.path.join(outFilePath, "performance_qa_results.xlsx") + f = open(qaFilePath, 'w') + numLines = 0 + numPassed = 0 + removalList = ["_HOST", "_toPKD3", "_toPLN3", "_toPLN1"] + for i in range(len(functions)): + perfImprovement = int(((batchpdVal[i] - tensorVal[i]) / batchpdVal[i]) * 100) + numLines += 1 + funcName = functions[i] + caseName = funcName.split("_u8_")[0] + for string in removalList: + funcName = funcName.replace(string, "") + if caseName not in perfQASupportCaseList: + print("Error! QA mode is not yet available for variant: " + funcName) + continue + achievedPerf.append(perfImprovement) + tensorAugVariations.append(funcName) + if perfImprovement > -performanceNoise: + numPassed += 1 + status.append("PASSED") + print(funcName + ": PASSED") + else: + status.append("FAILED") + print(funcName + ": FAILED") + + resultsInfo = "\n\nFinal Results of Tests:" + resultsInfo += "\n - Total test cases including all subvariants REQUESTED = " + str(numLines) + resultsInfo += "\n - Total test cases including all subvariants PASSED = " + str(numPassed) + f.write(resultsInfo) + batchPDAugVariations = [s.replace('Tensor', 'BatchPD') for s in tensorAugVariations] + df['Tensor_Augmentation_Type'] = tensorAugVariations + df['BatchPD_Augmentation_Type'] = batchPDAugVariations + df['Performance Speedup (%)'] = achievedPerf + df['Test_Result'] = status + # Calculate the number of cases passed and failed + passedCases = df['Test_Result'].eq('PASSED').sum() + failedCases = df['Test_Result'].eq('FAILED').sum() + + summary_row = {'BatchPD_Augmentation_Type': pd.NA, + 'Tensor_Augmentation_Type': pd.NA, + 'Performance Speedup (%)': pd.NA, + 'Test_Result': f'Final Results of Tests: Passed: {passedCases}, Failed: {failedCases}'} + + print("\n", df.to_markdown()) + + # Append the summary row to the DataFrame + # Convert the dictionary to a DataFrame + summary_row = pd.DataFrame([summary_row]) + df = pd.concat([df, summary_row], ignore_index=True) + + df.to_excel(excelFilePath, index=False) + print("\n-------------------------------------------------------------------" + resultsInfo + "\n\n-------------------------------------------------------------------") + print("\nIMPORTANT NOTE:") + print("- The following performance comparison shows Performance Speedup percentages between times measured on previous generation RPP-BatchPD APIs against current generation RPP-Tensor APIs.") + print(f"- All APIs have been improved for performance ranging from {0}% (almost same) to {100}% faster.") + print("- Random observations of negative speedups might always occur due to current test machine temperature/load variances or other CPU/GPU state-dependent conditions.") + print("\n-------------------------------------------------------------------\n") +elif (testType == 1 and qaMode == 0): log_file_list = get_log_file_list(preserveOutput) functionality_group_list = [ diff --git a/utilities/test_suite/README.md b/utilities/test_suite/README.md index cc4c662f0..76ecd9551 100644 --- a/utilities/test_suite/README.md +++ b/utilities/test_suite/README.md @@ -80,7 +80,12 @@ This repository contains three test suites for the AMD ROCm Performance Primitiv sudo make -j$nproc install ``` -## RPP Image Test Suite +* Openpyxl + ``` + pip install openpyxl + ``` + +## Rpp Image Test Suite The image test suite can be executed under 2 backend scenarios - (HOST/HIP): - HOST backend - (On a CPU with HOST backend) - HIP backend - (On a GPU with HIP backend) @@ -112,12 +117,16 @@ The test suite can be run with the following command: python runTests.py --input_path1 --input_path2 --case_start --case_end --test_type --profiling ``` -### Modes of operation (RPP Image Test Suite) -- QA mode - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs. Please note that QA mode is only supported with a batch size of 3. +## Modes of operation (Rpp Image Test Suite) +- QA mode (Unit tests) - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs. Please note that QA mode is only supported with a batch size of 3. Note: QA mode is not supported for case 84 due to run-to-run variation of outputs. ``` python python runTests.py --case_start 0 --case_end 87 --test_type 0 --qa_mode 1 --batch_size 3 ``` +- QA mode (Performance tests) - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking achieved improvement in performance percentage over BatchPD versions after comparison to a threshold percentage of improvement +``` python +python runTests.py --case_list 21 36 63 --test_type 1 --qa_mode 1 --batch_size 8 --num_runs 100 +``` - Unit test mode - Unit tests allowing users to pass a path to a folder containing images, to execute the desired functionality and variant once, report RPP execution wall time, save and view output images Note: For testcase 82(RICAP) Please use images of same resolution and Batchsize > 1 RICAP dataset path: rpp/utilities/test_suite/TEST_IMAGES/three_images_150x150_src1 diff --git a/utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img1024x768.jpg 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b/utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img1920x1080.jpg similarity index 100% rename from utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img1920x1080.jpg rename to utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img1920x1080.jpg diff --git a/utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img224x224.jpg b/utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img224x224.jpg similarity index 100% rename from utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img224x224.jpg rename to utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img224x224.jpg diff --git a/utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img256x256.jpg b/utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img256x256.jpg similarity index 100% rename from utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img256x256.jpg rename to utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img256x256.jpg diff --git a/utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img300x300.jpg b/utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img300x300.jpg similarity index 100% rename from utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img300x300.jpg rename to utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img300x300.jpg diff --git a/utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img3840x2160.jpg b/utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img3840x2160.jpg similarity index 100% rename from utilities/rpp-unittests/TEST_IMAGES/six_images_mixed_src1/img3840x2160.jpg rename to utilities/test_suite/TEST_IMAGES/eight_images_mixed_src1/img3840x2160.jpg From 5c423ab686153dcfeaaf4364743837382e3a27ba Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 9 Feb 2024 15:00:48 -0800 Subject: [PATCH 19/66] RPP Color Temperature on HOST and HIP (#271) * Initial commit - Color Temperature HOST Tensor * Initial commit - Color Temperature HIP Tensor * Add color temperature golden outputs * address review comments * Use reinterpret_cast instead of static_cast * Combine templated functions to support all datatypes into one (got minor perf difference of order 3%) Also fixes indentation * Fix i8 datatype * Cleanup * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Fix PLN3 variant outputs Also modifies reference outputs * Update color_temperature.hpp license * Delete color_temperature_u8_Tensor_PKD3.csv * Delete color_temperature_u8_Tensor_PLN3.csv --------- Co-authored-by: snehaa8 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> --- include/rppdefs.h | 4 +- include/rppt_tensor_color_augmentations.h | 42 + src/include/cpu/rpp_cpu_common.hpp | 16 + .../cpu/host_tensor_color_augmentations.hpp | 1 + src/modules/cpu/kernel/color_temperature.hpp | 1035 +++++++++++++++++ .../hip/hip_tensor_color_augmentations.hpp | 1 + src/modules/hip/kernel/color_temperature.hpp | 223 ++++ .../rppt_tensor_color_augmentations.cpp | 139 ++- utilities/test_suite/HIP/Tensor_hip.cpp | 18 +- utilities/test_suite/HIP/runTests.py | 4 +- utilities/test_suite/HOST/Tensor_host.cpp | 19 +- utilities/test_suite/HOST/runTests.py | 4 +- .../color_temperature_u8_Tensor.bin | Bin 0 -> 205200 bytes utilities/test_suite/rpp_test_suite_common.h | 1 + 14 files changed, 1497 insertions(+), 10 deletions(-) create mode 100644 src/modules/cpu/kernel/color_temperature.hpp create mode 100644 src/modules/hip/kernel/color_temperature.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor.bin diff --git a/include/rppdefs.h b/include/rppdefs.h index 996c4e3c7..b0baf7d34 100644 --- a/include/rppdefs.h +++ b/include/rppdefs.h @@ -115,7 +115,9 @@ typedef enum /*! \brief Not enough memory \ingroup group_rppdefs */ RPP_ERROR_NOT_ENOUGH_MEMORY = -16, /*! \brief Out of bound source ROI \ingroup group_rppdefs */ - RPP_ERROR_OUT_OF_BOUND_SRC_ROI = -17 + RPP_ERROR_OUT_OF_BOUND_SRC_ROI = -17, + /*! \brief Number of channels is invalid. (Needs to adhere to function specification.) \ingroup group_rppdefs */ + RPP_ERROR_INVALID_CHANNELS = -18 } RppStatus; /*! \brief RPP rppStatus_t type enums diff --git a/include/rppt_tensor_color_augmentations.h b/include/rppt_tensor_color_augmentations.h index deabd885d..99909cb42 100644 --- a/include/rppt_tensor_color_augmentations.h +++ b/include/rppt_tensor_color_augmentations.h @@ -417,6 +417,48 @@ RppStatus rppt_lut_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr RppStatus rppt_lut_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RppPtr_t lutPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/*! \brief Color Temperature augmentation on HOST backend for a NCHW/NHWC layout tensor + * \details The color temperature augmentation does a image temperature adjustment operation, taking a pixel adjustment value as argument for each image in a batch of RGB(3 channel) with an NHWC/NCHW tensor layout.
+ * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html color_augmentations_color_temperature_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HOST memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param [in] adjustmentValueTensor adjustment values for color temperature calculation (1D tensor of size sizeof(Rpp8s) * batchSize with -100 <= adjustmentValueTensor[i] >= 100 for each image in batch) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_color_temperature_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp8s *adjustmentValueTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Color Temperature augmentation on HIP backend for a NCHW/NHWC layout tensor + * \details The color temperature augmentation does a image temperature adjustment operation, taking a pixel adjustment value as argument for each image in a batch of RGB(3 channel) with an NHWC/NCHW tensor layout.
+ * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html color_augmentations_color_temperature_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HIP memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HIP memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param [in] adjustmentValueTensor adjustment values for color temperature calculation (1D tensor of size sizeof(Rpp8s) * batchSize with -100 <= adjustmentValueTensor[i] >= 100 for each image in batch) + * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_color_temperature_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32s *adjustmentValueTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! @} */ diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 67c34de70..711cdbb5e 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -3032,6 +3032,22 @@ inline void compute_color_cast_12_host(__m128 *p, __m128 pMul, __m128 *pAdd) p[2] = _mm_fmadd_ps(_mm_sub_ps(p[2], pAdd[2]), pMul, pAdd[2]); // color_cast adjustment Rs } +inline void compute_color_temperature_48_host(__m256 *p, __m256 pAdj) +{ + p[0] = _mm256_add_ps(p[0], pAdj); // color_temperature adjustment Rs + p[1] = _mm256_add_ps(p[1], pAdj); // color_temperature adjustment Rs + // no color_temperature adjustment Gs + p[4] = _mm256_sub_ps(p[4], pAdj); // color_temperature adjustment Bs + p[5] = _mm256_sub_ps(p[5], pAdj); // color_temperature adjustment Bs +} + +inline void compute_color_temperature_24_host(__m256 *p, __m256 pAdj) +{ + p[0] = _mm256_add_ps(p[0], pAdj); // color_temperature adjustment Rs + // no color_temperature adjustment Gs + p[2] = _mm256_sub_ps(p[2], pAdj); // color_temperature adjustment Bs +} + inline void compute_xywh_from_ltrb_host(RpptROIPtr roiPtrInput, RpptROIPtr roiPtrImage) { roiPtrImage->xywhROI.xy.x = roiPtrInput->ltrbROI.lt.x; diff --git a/src/modules/cpu/host_tensor_color_augmentations.hpp b/src/modules/cpu/host_tensor_color_augmentations.hpp index 19e0b471c..aba3b8158 100644 --- a/src/modules/cpu/host_tensor_color_augmentations.hpp +++ b/src/modules/cpu/host_tensor_color_augmentations.hpp @@ -34,5 +34,6 @@ SOFTWARE. #include "kernel/exposure.hpp" #include "kernel/contrast.hpp" #include "kernel/lut.hpp" +#include "kernel/color_temperature.hpp" #endif // HOST_TENSOR_COLOR_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/kernel/color_temperature.hpp b/src/modules/cpu/kernel/color_temperature.hpp new file mode 100644 index 000000000..1358ac800 --- /dev/null +++ b/src/modules/cpu/kernel/color_temperature.hpp @@ -0,0 +1,1035 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus color_temperature_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + Rpp8s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f adjustmentValue = adjustmentValueTensor[batchCount]; + + Rpp8u *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + __m256 pAdj = _mm256_set1_ps(adjustmentValue); + + Rpp8u *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + // Color Temperature with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8u *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTemp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[0] + adjustmentValue); + *dstPtrTempG++ = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[1]); + *dstPtrTempB++ = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = (Rpp8u) RPPPIXELCHECK(*srcPtrTempR + adjustmentValue); + dstPtrTemp[1] = (Rpp8u) RPPPIXELCHECK(*srcPtrTempG); + dstPtrTemp[2] = (Rpp8u) RPPPIXELCHECK(*srcPtrTempB - adjustmentValue); + + dstPtrTemp += 3; + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8u *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTemp += 48; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[0] + adjustmentValue); + dstPtrTemp[1] = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[1]); + dstPtrTemp[2] = (Rpp8u) RPPPIXELCHECK(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = (Rpp8u) RPPPIXELCHECK(*srcPtrTempR + adjustmentValue); + *dstPtrTempG++ = (Rpp8u) RPPPIXELCHECK(*srcPtrTempG); + *dstPtrTempB++ = (Rpp8u) RPPPIXELCHECK(*srcPtrTempB - adjustmentValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus color_temperature_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp8s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f adjustmentValue = adjustmentValueTensor[batchCount] * ONE_OVER_255; + + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + __m256 pAdj = _mm256_set1_ps(adjustmentValue); + + Rpp32f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + // Color Temperature with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp32f *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + { + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTemp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = RPPPIXELCHECKF32(srcPtrTemp[0] + adjustmentValue); + *dstPtrTempG++ = RPPPIXELCHECKF32(srcPtrTemp[1]); + *dstPtrTempB++ = RPPPIXELCHECKF32(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = RPPPIXELCHECKF32(*srcPtrTempR + adjustmentValue); + dstPtrTemp[1] = RPPPIXELCHECKF32(*srcPtrTempG); + dstPtrTemp[2] = RPPPIXELCHECKF32(*srcPtrTempB - adjustmentValue); + + dstPtrTemp += 3; + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + { + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTemp += 24; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = RPPPIXELCHECKF32(srcPtrTemp[0] + adjustmentValue); + dstPtrTemp[1] = RPPPIXELCHECKF32(srcPtrTemp[1]); + dstPtrTemp[2] = RPPPIXELCHECKF32(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = RPPPIXELCHECKF32(*srcPtrTempR + adjustmentValue); + *dstPtrTempG++ = RPPPIXELCHECKF32(*srcPtrTempG); + *dstPtrTempB++ = RPPPIXELCHECKF32(*srcPtrTempB - adjustmentValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += srcDescPtr->strides.hStride; + dstPtrRowG += srcDescPtr->strides.hStride; + dstPtrRowB += srcDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus color_temperature_f16_f16_host_tensor(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp8s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f adjustmentValue = adjustmentValueTensor[batchCount] * ONE_OVER_255; + + Rpp16f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + __m256 pAdj = _mm256_set1_ps(adjustmentValue); + + Rpp16f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + Rpp32u vectorIncrement = 24; + + // Color Temperature with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; + + Rpp16f *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtrTemp_ps[24]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + + for(int cnt = 0; cnt < vectorIncrement; cnt++) + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, p); // simd stores + + for(int cnt = 0; cnt < 8; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + + srcPtrTemp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[0] + adjustmentValue); + *dstPtrTempG++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[1]); + *dstPtrTempB++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + Rpp32f dstPtrTemp_ps[25]; + + for(int cnt = 0; cnt < 8; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, p); // simd stores + + for(int cnt = 0; cnt < 24; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempR + adjustmentValue); + dstPtrTemp[1] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempG); + dstPtrTemp[2] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempB - adjustmentValue); + + dstPtrTemp += 3; + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp16f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + { + Rpp32f srcPtrTemp_ps[24], dstPtrTemp_ps[25]; + + for(int cnt = 0; cnt < 24; cnt++) + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, p); // simd stores + + for(int cnt = 0; cnt < 24; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + + srcPtrTemp += 24; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[0] + adjustmentValue); + dstPtrTemp[1] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[1]); + dstPtrTemp[2] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + + for(int cnt = 0; cnt < 8; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + + __m256 p[3]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); // simd loads + compute_color_temperature_24_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, p); // simd stores + + for(int cnt = 0; cnt < 8; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempR + adjustmentValue); + *dstPtrTempG++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempG); + *dstPtrTempB++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempB - adjustmentValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += srcDescPtr->strides.hStride; + dstPtrRowG += srcDescPtr->strides.hStride; + dstPtrRowB += srcDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus color_temperature_i8_i8_host_tensor(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + Rpp8s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(dstDescPtr->n) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f adjustmentValue = adjustmentValueTensor[batchCount]; + + Rpp8s *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + __m256 pAdj = _mm256_set1_ps(adjustmentValue); + + Rpp8s *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + // Color Temperature with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8s *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTemp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[0] + adjustmentValue); + *dstPtrTempG++ = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[1]); + *dstPtrTempB++ = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempR + adjustmentValue); + dstPtrTemp[1] = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempG); + dstPtrTemp[2] = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempB - adjustmentValue); + + dstPtrTemp += 3; + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8s *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p); // simd stores + + srcPtrTemp += 48; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[0] + adjustmentValue); + dstPtrTemp[1] = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[1]); + dstPtrTemp[2] = (Rpp8s) RPPPIXELCHECKI8(srcPtrTemp[2] - adjustmentValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Color Temperature with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 48) * 48; + + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_color_temperature_48_host(p, pAdj); // color_temperature adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempR + adjustmentValue); + *dstPtrTempG++ = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempG); + *dstPtrTempB++ = (Rpp8s) RPPPIXELCHECKI8(*srcPtrTempB - adjustmentValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_color_augmentations.hpp b/src/modules/hip/hip_tensor_color_augmentations.hpp index 873f06b97..c5610dbcb 100644 --- a/src/modules/hip/hip_tensor_color_augmentations.hpp +++ b/src/modules/hip/hip_tensor_color_augmentations.hpp @@ -33,5 +33,6 @@ SOFTWARE. #include "kernel/exposure.hpp" #include "kernel/contrast.hpp" #include "kernel/lut.hpp" +#include "kernel/color_temperature.hpp" #endif // HIP_TENSOR_COLOR_AUGMENTATIONS_HPP diff --git a/src/modules/hip/kernel/color_temperature.hpp b/src/modules/hip/kernel/color_temperature.hpp new file mode 100644 index 000000000..ad8adc32a --- /dev/null +++ b/src/modules/hip/kernel/color_temperature.hpp @@ -0,0 +1,223 @@ +#include +#include "rpp_hip_common.hpp" + +template +__device__ void color_temperature_hip_compute(T *srcPtr, d_float24 *pix_f24, float4 *adjustmentValue_f4) +{ + float4 adjustment_f4; + if constexpr ((std::is_same::value) || (std::is_same::value)) + { + adjustment_f4 = *adjustmentValue_f4 * (float4) ONE_OVER_255; + rpp_hip_math_add8_const(&pix_f24->f8[0], &pix_f24->f8[0], adjustment_f4); + rpp_hip_math_subtract8_const(&pix_f24->f8[2], &pix_f24->f8[2], adjustment_f4); + } + else if constexpr (std::is_same::value) + { + adjustment_f4 = *adjustmentValue_f4; + rpp_hip_math_add24_const(pix_f24, pix_f24, (float4)128); + rpp_hip_math_add8_const(&pix_f24->f8[0], &pix_f24->f8[0], adjustment_f4); + rpp_hip_math_subtract8_const(&pix_f24->f8[2], &pix_f24->f8[2], adjustment_f4); + rpp_hip_pixel_check_0to255(pix_f24); + rpp_hip_math_subtract24_const(pix_f24, pix_f24, (float4)128); + } + else + { + rpp_hip_math_add8_const(&pix_f24->f8[0], &pix_f24->f8[0], *adjustmentValue_f4); + rpp_hip_math_subtract8_const(&pix_f24->f8[2], &pix_f24->f8[2], *adjustmentValue_f4); + } +} + +template +__global__ void color_temperature_pkd_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + int *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + float4 adjustmentValue_f4 = (float4)((float)adjustmentValueTensor[id_z]); + + d_float24 pix_f24; + + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &pix_f24); + color_temperature_hip_compute(srcPtr, &pix_f24, &adjustmentValue_f4); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &pix_f24); +} + +template +__global__ void color_temperature_pln_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + int *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + float4 adjustmentValue_f4 = (float4)((float)adjustmentValueTensor[id_z]); + + d_float24 pix_f24; + + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr + srcIdx, srcStridesNCH.y, &pix_f24); + color_temperature_hip_compute(srcPtr, &pix_f24, &adjustmentValue_f4); + rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &pix_f24); +} + +template +__global__ void color_temperature_pkd3_pln3_hip_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + int *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + float4 adjustmentValue_f4 = (float4)((float)adjustmentValueTensor[id_z]); + + d_float24 pix_f24; + + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &pix_f24); + color_temperature_hip_compute(srcPtr, &pix_f24, &adjustmentValue_f4); + rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &pix_f24); +} + +template +__global__ void color_temperature_pln3_pkd3_hip_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + int *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + float4 adjustmentValue_f4 = (float4)((float)adjustmentValueTensor[id_z]); + + d_float24 pix_f24; + + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr + srcIdx, srcStridesNCH.y, &pix_f24); + color_temperature_hip_compute(srcPtr, &pix_f24, &adjustmentValue_f4); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &pix_f24); +} + +template +RppStatus hip_exec_color_temperature_tensor(T *srcPtr, + RpptDescPtr srcDescPtr, + T *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + if ((srcDescPtr->c == 3) && (dstDescPtr->c == 3)) + { + int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; + int globalThreads_y = dstDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(color_temperature_pkd_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + handle.GetInitHandle()->mem.mgpu.intArr[0].intmem, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(color_temperature_pln_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + handle.GetInitHandle()->mem.mgpu.intArr[0].intmem, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(color_temperature_pkd3_pln3_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + handle.GetInitHandle()->mem.mgpu.intArr[0].intmem, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(color_temperature_pln3_pkd3_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + handle.GetInitHandle()->mem.mgpu.intArr[0].intmem, + roiTensorPtrSrc); + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_color_augmentations.cpp b/src/modules/rppt_tensor_color_augmentations.cpp index be61b6da1..3023973fc 100644 --- a/src/modules/rppt_tensor_color_augmentations.cpp +++ b/src/modules/rppt_tensor_color_augmentations.cpp @@ -411,7 +411,7 @@ RppStatus rppt_color_cast_host(RppPtr_t srcPtr, { if (srcDescPtr->c != 3) { - return RPP_ERROR_INVALID_ARGUMENTS; + return RPP_ERROR_INVALID_CHANNELS; } RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); @@ -671,6 +671,72 @@ RppStatus rppt_lut_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** color_temperature ********************/ + +RppStatus rppt_color_temperature_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp8s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + if (srcDescPtr->c != 3) + { + return RPP_ERROR_INVALID_CHANNELS; + } + + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + color_temperature_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + adjustmentValueTensor, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + color_temperature_f16_f16_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + adjustmentValueTensor, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + color_temperature_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + adjustmentValueTensor, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + color_temperature_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + adjustmentValueTensor, + roiTensorPtrSrc, + roiType, + layoutParams); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ @@ -887,7 +953,7 @@ RppStatus rppt_color_twist_gpu(RppPtr_t srcPtr, #ifdef HIP_COMPILE if (srcDescPtr->c != 3) { - return RPP_ERROR_INVALID_ARGUMENTS; + return RPP_ERROR_INVALID_CHANNELS; } Rpp32u paramIndex = 0; @@ -958,7 +1024,7 @@ RppStatus rppt_color_cast_gpu(RppPtr_t srcPtr, #ifdef HIP_COMPILE if (srcDescPtr->c != 3) { - return RPP_ERROR_INVALID_ARGUMENTS; + return RPP_ERROR_INVALID_CHANNELS; } Rpp32u paramIndex = 0; @@ -1204,4 +1270,71 @@ RppStatus rppt_lut_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** color_temperature ********************/ + +RppStatus rppt_color_temperature_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32s *adjustmentValueTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if (srcDescPtr->c != 3) + { + return RPP_ERROR_INVALID_CHANNELS; + } + + Rpp32u paramIndex = 0; + copy_param_int(adjustmentValueTensor, rpp::deref(rppHandle), paramIndex++); + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_color_temperature_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + hip_exec_color_temperature_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_color_temperature_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + hip_exec_color_temperature_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 04831ddf4..dddc93c63 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -104,7 +104,7 @@ int main(int argc, char **argv) if (layoutType == 2) { - if(testCase == 36 || testCase == 31 || testCase == 86) + if(testCase == 36 || testCase == 31 || testCase == 45 || testCase == 86) { printf("\ncase %d does not exist for PLN1 layout\n", testCase); return -1; @@ -827,6 +827,22 @@ int main(int argc, char **argv) break; } + case 45: + { + testCaseName = "color_temperature"; + + Rpp32s adjustment[batchSize]; + for (i = 0; i < batchSize; i++) + adjustment[i] = 70; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_color_temperature_gpu(d_input, srcDescPtr, d_output, dstDescPtr, adjustment, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 49: { testCaseName = "box_filter"; diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index 6150ad97c..bb7290805 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -153,7 +153,7 @@ def get_log_file_list(preserveOutput): # Functionality group finder def func_group_finder(case_number): - if case_number < 5 or case_number == 13 or case_number == 36: + if case_number < 5 or case_number == 13 or case_number == 36 or case_number == 45: return "color_augmentations" elif case_number == 8 or case_number == 30 or case_number == 82 or case_number == 83 or case_number == 84: return "effects_augmentations" @@ -692,7 +692,7 @@ def rpp_test_suite_parser_and_validator(): f.close() # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '80', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '63', '70', '80', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index 1e416ed52..f9ae07bbc 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -102,7 +102,7 @@ int main(int argc, char **argv) if (layoutType == 2) { - if(testCase == 36 || testCase == 31 || testCase == 86) + if(testCase == 31 || testCase == 36 || testCase == 45 || testCase == 86) { printf("\ncase %d does not exist for PLN1 layout\n", testCase); return -1; @@ -818,6 +818,23 @@ int main(int argc, char **argv) break; } + case 45: + { + testCaseName = "color_temperature"; + + Rpp8s adjustment[batchSize]; + for (i = 0; i < batchSize; i++) + adjustment[i] = 70; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_color_temperature_host(input, srcDescPtr, output, dstDescPtr, adjustment, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 63: { testCaseName = "phase"; diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index e921d27bf..df543a553 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -115,7 +115,7 @@ def get_log_file_list(preserveOutput): # Functionality group finder def func_group_finder(case_number): - if case_number < 5 or case_number == 13 or case_number == 36 or case_number == 31: + if case_number < 5 or case_number == 13 or case_number == 36 or case_number == 31 or case_number == 45: return "color_augmentations" elif case_number == 8 or case_number == 30 or case_number == 82 or case_number == 83 or case_number == 84: return "effects_augmentations" @@ -410,7 +410,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '54', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA 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"box_filter"}, {54, "gaussian_filter"}, {63, "phase"}, From df6e2c932d1186e6e3c0ba86861dca4433f14da7 Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 9 Feb 2024 15:01:08 -0800 Subject: [PATCH 20/66] RPP Voxel 3D Tensor Add/Subtract scalar on HOST and HIP (#272) * added HOST support for voxel add kernel * added HIP support for voxel add kernel * added test suite support for add scalar * added Doxygen support and modified hip kernel function names as per new standard * added HOST support for voxel subtract kernel * added HIP support for voxel subtract kernel * added test suite support * updated the golden outputs for subtract with correct values * removed unnessary validation checks * Remove double spaces * Fix header * Fix all retval docs * Fix docs to add memory type * Fix comment * Add divider comment * Use post-increment efficiently * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted add and subtract scalar golden outputs to bin files * changed copyright from 2023 to 2024 * Update add_scalar.hpp license * Update subtract_scalar.hpp license --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM --- include/rppt_tensor_arithmetic_operations.h | 130 ++++++++++++--- include/rppt_tensor_statistical_operations.h | 1 + src/include/cpu/rpp_cpu_common.hpp | 12 ++ .../cpu/host_tensor_arithmetic_operations.hpp | 2 + src/modules/cpu/kernel/add_scalar.hpp | 152 ++++++++++++++++++ src/modules/cpu/kernel/subtract_scalar.hpp | 152 ++++++++++++++++++ .../hip/hip_tensor_arithmetic_operations.hpp | 2 + src/modules/hip/kernel/add_scalar.hpp | 114 +++++++++++++ src/modules/hip/kernel/subtract_scalar.hpp | 114 +++++++++++++ .../rppt_tensor_arithmetic_operations.cpp | 142 ++++++++++++++++ utilities/test_suite/HIP/Tensor_hip.cpp | 12 -- utilities/test_suite/HIP/Tensor_voxel_hip.cpp | 38 ++++- utilities/test_suite/HIP/runTests_voxel.py | 16 +- utilities/test_suite/HOST/Tensor_host.cpp | 12 -- .../test_suite/HOST/Tensor_voxel_host.cpp | 38 ++++- utilities/test_suite/HOST/runTests_voxel.py | 17 +- .../add_scalar/add_scalar_nifti_output.bin | Bin 0 -> 4377600 bytes .../subtract_scalar_nifti_output.bin | Bin 0 -> 4377600 bytes utilities/test_suite/rpp_test_suite_voxel.h | 2 + 19 files changed, 880 insertions(+), 76 deletions(-) create mode 100644 src/modules/cpu/kernel/add_scalar.hpp create mode 100644 src/modules/cpu/kernel/subtract_scalar.hpp create mode 100644 src/modules/hip/kernel/add_scalar.hpp create mode 100644 src/modules/hip/kernel/subtract_scalar.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT_VOXEL/add_scalar/add_scalar_nifti_output.bin create mode 100644 utilities/test_suite/REFERENCE_OUTPUT_VOXEL/subtract_scalar/subtract_scalar_nifti_output.bin diff --git a/include/rppt_tensor_arithmetic_operations.h b/include/rppt_tensor_arithmetic_operations.h index 0a247f886..bc111e7f6 100644 --- a/include/rppt_tensor_arithmetic_operations.h +++ b/include/rppt_tensor_arithmetic_operations.h @@ -25,66 +25,144 @@ SOFTWARE. #ifndef RPPT_TENSOR_ARITHMETIC_OPERATIONS_H #define RPPT_TENSOR_ARITHMETIC_OPERATIONS_H -/*! - * \file - * \brief RPPT Tensor Arithmetic operation Functions. - * - * \defgroup group_tensor_arithmetic Operations: AMD RPP Tensor Arithmetic Operations - * \brief Tensor Color Augmentations. - */ - #include "rpp.h" #include "rppdefs.h" #ifdef __cplusplus extern "C" { #endif -/*! \brief Fmadd augmentation HOST +/*! + * \file + * \brief RPPT Tensor Operations - Arithmetic Operations. + * \defgroup group_tensor_arithmetic_operations RPPT Tensor Operations - Arithmetic Operations. + * \brief RPPT Tensor Operations - Arithmetic Operations. + */ + +/*! \addtogroup group_rppt_tensor_arithmetic_operations + * @{ + */ + +/*! \brief Fused multiply add scalar augmentation on HOST backend * \details This function performs the fmadd operation on a batch of 4D tensors. * It multiplies each element of the source tensor by a corresponding element in the 'mulTensor', * adds a corresponding element from the 'addTensor', and stores the result in the destination tensor. * Support added for f32 -> f32 dataype. - * \param [in] srcPtr source tensor memory + * \param [in] srcPtr source tensor in HOST memory * \param[in] srcGenericDescPtr source tensor descriptor - * \param[out] dstPtr destination tensor memory + * \param[out] dstPtr destination tensor in HOST memory * \param[in] dstGenericDescPtr destination tensor descriptor * \param[in] mulTensor mul values for fmadd calculation (1D tensor of batchSize Rpp32f values) * \param[in] addTensor add values for fmadd calculation (1D tensor of batchSize Rpp32f values) * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) - * \param [in] rppHandle Host-handle - * \return RppStatus enum. - * \returns RPP_SUCCESS \ref RppStatus on successful completion. - * Else return RPP_ERROR - * \ingroup group_tensor_arithmetic + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. */ RppStatus rppt_fused_multiply_add_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *mulTensor, Rpp32f *addTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); - -/*! \brief Fmadd augmentation GPU +#ifdef GPU_SUPPORT +/*! \brief Fused multiply add scalar augmentation on HIP backend * \details This function performs the fmadd operation on a batch of 4D tensors. * It multiplies each element of the source tensor by a corresponding element in the 'mulTensor', * adds a corresponding element from the 'addTensor', and stores the result in the destination tensor. * Support added for f32 -> f32 dataype. - * \param [in] srcPtr source tensor memory + * \param [in] srcPtr source tensor in HIP memory * \param[in] srcGenericDescPtr source tensor descriptor - * \param[out] dstPtr destination tensor memory + * \param[out] dstPtr destination tensor in HIP memory * \param[in] dstGenericDescPtr destination tensor descriptor * \param[in] mulTensor mul values for fmadd calculation (1D tensor of batchSize Rpp32f values) * \param[in] addTensor add values for fmadd calculation (1D tensor of batchSize Rpp32f values) * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) - * \param [in] rppHandle Hip-handle - * \return RppStatus enum. - * \returns RPP_SUCCESS \ref RppStatus on successful completion. - * Else return RPP_ERROR - * \ingroup group_tensor_arithmetic + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. */ +RppStatus rppt_fused_multiply_add_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *mulTensor, Rpp32f *addTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + +/*! \brief Add scalar augmentation on HOST backend + * \details This function performs the addition operation on a batch of 4D tensors. + * It adds a corresponding element from the 'addTensor' to source tensor, and stores the result in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HOST memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HOST memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] addTensor add values for used for addition (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_add_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *addTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #ifdef GPU_SUPPORT -RppStatus rppt_fused_multiply_add_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *mulTensor, Rpp32f *addTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); +/*! \brief Add scalar augmentation on HIP backend + * \details This function performs the addition operation on a batch of 4D tensors. + * It adds a corresponding element from the 'addTensor' to source tensor, and stores the result in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HIP memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HIP memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] addTensor add values for used for addition (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_add_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *addTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/*! \brief Subtract scalar augmentation on HOST backend + * \details This function performs the subtraction operation on a batch of 4D tensors. + * It takes a corresponding element from 'subtractTensor' and subtracts it from source tensor. Result is stored in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HOST memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HOST memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] subtractTensor subtract values for used for subtraction (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *subtractTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Subtract scalar augmentation on HIP backend + * \details This function performs the subtraction operation on a batch of 4D tensors. + * It takes a corresponding element from 'subtractTensor' and subtracts it from source tensor. Result is stored in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HIP memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HIP memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] subtractTensor subtract values for used for subtraction (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *subtractTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + +/*! @} + */ + #ifdef __cplusplus } #endif diff --git a/include/rppt_tensor_statistical_operations.h b/include/rppt_tensor_statistical_operations.h index 181b1c565..b61af9dde 100644 --- a/include/rppt_tensor_statistical_operations.h +++ b/include/rppt_tensor_statistical_operations.h @@ -24,6 +24,7 @@ SOFTWARE. #ifndef RPPT_TENSOR_STATISTICAL_OPERATIONS_H #define RPPT_TENSOR_STATISTICAL_OPERATIONS_H + #include "rpp.h" #include "rppdefs.h" #ifdef __cplusplus diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 711cdbb5e..554e03eef 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -2431,6 +2431,18 @@ inline RppStatus custom_convolve_image_host(T* srcPtr, RppiSize srcSize, U* dstP // Compute Functions for RPP Tensor API +inline void compute_subtract_16_host(__m256 *p, __m256 *pSubtractParam) +{ + p[0] = _mm256_sub_ps(p[0], pSubtractParam[0]); // subtract adjustment + p[1] = _mm256_sub_ps(p[1], pSubtractParam[0]); // subtract adjustment +} + +inline void compute_add_16_host(__m256 *p, __m256 *pAddParam) +{ + p[0] = _mm256_add_ps(p[0], pAddParam[0]); // add adjustment + p[1] = _mm256_add_ps(p[1], pAddParam[0]); // add adjustment +} + inline void compute_rmn_24_host(__m256 *p, __m256 *pRMNParams) { p[0] = _mm256_mul_ps(_mm256_sub_ps(p[0], pRMNParams[0]), pRMNParams[1]); diff --git a/src/modules/cpu/host_tensor_arithmetic_operations.hpp b/src/modules/cpu/host_tensor_arithmetic_operations.hpp index 96553489d..e043aab83 100644 --- a/src/modules/cpu/host_tensor_arithmetic_operations.hpp +++ b/src/modules/cpu/host_tensor_arithmetic_operations.hpp @@ -26,5 +26,7 @@ SOFTWARE. #define HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP #include "kernel/fused_multiply_add_scalar.hpp" +#include "kernel/add_scalar.hpp" +#include "kernel/subtract_scalar.hpp" #endif // HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP \ No newline at end of file diff --git a/src/modules/cpu/kernel/add_scalar.hpp b/src/modules/cpu/kernel/add_scalar.hpp new file mode 100644 index 000000000..d0179d4e1 --- /dev/null +++ b/src/modules/cpu/kernel/add_scalar.hpp @@ -0,0 +1,152 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus add_scalar_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *addTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI3D roiDefault; + if(srcGenericDescPtr->layout==RpptLayout::NCDHW) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[4], (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2]}; + else if(srcGenericDescPtr->layout==RpptLayout::NDHWC) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2], (Rpp32s)srcGenericDescPtr->dims[1]}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + RpptROI3D roi; + RpptROI3DPtr roiPtrInput = &roiGenericPtrSrc[batchCount]; + compute_roi3D_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcGenericDescPtr->strides[0]; + dstPtrImage = dstPtr + batchCount * dstGenericDescPtr->strides[0]; + + Rpp32f addParam = addTensor[batchCount]; + Rpp32f *srcPtrChannel, *dstPtrChannel; + dstPtrChannel = dstPtrImage; + + Rpp32u vectorIncrement = 16; + Rpp32u bufferLength = roi.xyzwhdROI.roiWidth * layoutParams.bufferMultiplier; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; + __m256 pAddParam = _mm256_set1_ps(addParam); + + // Add without fused output-layout toggle (NCDHW -> NCDHW) + if((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[3]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrDepth, *dstPtrDepth; + srcPtrDepth = srcPtrChannel; + dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_add_16_host(p, &pAddParam); // add adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp++ + addParam; + } + srcPtrRow += srcGenericDescPtr->strides[3]; + dstPtrRow += dstGenericDescPtr->strides[3]; + } + srcPtrDepth += srcGenericDescPtr->strides[2]; + dstPtrDepth += dstGenericDescPtr->strides[2]; + } + srcPtrChannel += srcGenericDescPtr->strides[1]; + dstPtrChannel += srcGenericDescPtr->strides[1]; + } + } + // Add without fused output-layout toggle (NDHWC -> NDHWC) + else if((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[1]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + Rpp32f *srcPtrDepth = srcPtrChannel; + Rpp32f *dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_add_16_host(p, &pAddParam); // add adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp++ + addParam; + } + srcPtrRow += srcGenericDescPtr->strides[2]; + dstPtrRow += dstGenericDescPtr->strides[2]; + } + srcPtrDepth += srcGenericDescPtr->strides[1]; + dstPtrDepth += dstGenericDescPtr->strides[1]; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/cpu/kernel/subtract_scalar.hpp b/src/modules/cpu/kernel/subtract_scalar.hpp new file mode 100644 index 000000000..a40e6219f --- /dev/null +++ b/src/modules/cpu/kernel/subtract_scalar.hpp @@ -0,0 +1,152 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus subtract_scalar_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *subtractTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI3D roiDefault; + if(srcGenericDescPtr->layout==RpptLayout::NCDHW) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[4], (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2]}; + else if(srcGenericDescPtr->layout==RpptLayout::NDHWC) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2], (Rpp32s)srcGenericDescPtr->dims[1]}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + RpptROI3D roi; + RpptROI3DPtr roiPtrInput = &roiGenericPtrSrc[batchCount]; + compute_roi3D_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcGenericDescPtr->strides[0]; + dstPtrImage = dstPtr + batchCount * dstGenericDescPtr->strides[0]; + + Rpp32f subtractParam = subtractTensor[batchCount]; + Rpp32f *srcPtrChannel, *dstPtrChannel; + dstPtrChannel = dstPtrImage; + + Rpp32u vectorIncrement = 16; + Rpp32u bufferLength = roi.xyzwhdROI.roiWidth * layoutParams.bufferMultiplier; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; + __m256 pSubtractParam = _mm256_set1_ps(subtractParam); + + // Subtract without fused output-layout toggle (NCDHW -> NCDHW) + if((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[3]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrDepth, *dstPtrDepth; + srcPtrDepth = srcPtrChannel; + dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_subtract_16_host(p, &pSubtractParam); // subtract adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp++ - subtractParam; + } + srcPtrRow += srcGenericDescPtr->strides[3]; + dstPtrRow += dstGenericDescPtr->strides[3]; + } + srcPtrDepth += srcGenericDescPtr->strides[2]; + dstPtrDepth += dstGenericDescPtr->strides[2]; + } + srcPtrChannel += srcGenericDescPtr->strides[1]; + dstPtrChannel += srcGenericDescPtr->strides[1]; + } + } + // Subtract without fused output-layout toggle (NDHWC -> NDHWC) + else if((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[1]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + Rpp32f *srcPtrDepth = srcPtrChannel; + Rpp32f *dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_subtract_16_host(p, &pSubtractParam); // subtract adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp++ - subtractParam; + } + srcPtrRow += srcGenericDescPtr->strides[2]; + dstPtrRow += dstGenericDescPtr->strides[2]; + } + srcPtrDepth += srcGenericDescPtr->strides[1]; + dstPtrDepth += dstGenericDescPtr->strides[1]; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_arithmetic_operations.hpp b/src/modules/hip/hip_tensor_arithmetic_operations.hpp index 55fbb7832..6123ab2fb 100644 --- a/src/modules/hip/hip_tensor_arithmetic_operations.hpp +++ b/src/modules/hip/hip_tensor_arithmetic_operations.hpp @@ -26,5 +26,7 @@ SOFTWARE. #define HIP_TENSOR_ARITHMEETIC_OPERATIONS_HPP #include "kernel/fused_multiply_add_scalar.hpp" +#include "kernel/add_scalar.hpp" +#include "kernel/subtract_scalar.hpp" #endif // HIP_TENSOR_ARITHMEETIC_OPERATIONS_HPP diff --git a/src/modules/hip/kernel/add_scalar.hpp b/src/modules/hip/kernel/add_scalar.hpp new file mode 100644 index 000000000..709337c9d --- /dev/null +++ b/src/modules/hip/kernel/add_scalar.hpp @@ -0,0 +1,114 @@ +#include +#include "rpp_hip_common.hpp" + + +__global__ void add_scalar_ncdhw_hip_tensor(float *srcPtr, + uint3 srcStridesCDH, + float *dstPtr, + uint3 dstStridesCDH, + int channels, + float addParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // W - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesCDH.y) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesCDH.z) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x); + uint dstIdx = (id_z * dstStridesCDH.y) + (id_y * dstStridesCDH.z) + id_x; + + d_float8 val_f8; + for(int c = 0; c < channels; c++) + { + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &val_f8); + rpp_hip_math_add8_const(&val_f8, &val_f8, static_cast(addParam)); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &val_f8); + srcIdx += srcStridesCDH.x; + dstIdx += dstStridesCDH.x; + } +} + +__global__ void add_scalar_ndhwc_hip_tensor(float *srcPtr, + uint2 srcStridesDH, + float *dstPtr, + uint2 dstStridesDH, + float addParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // WC - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesDH.x) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesDH.y) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x) * 3; + uint dstIdx = (id_z * dstStridesDH.x) + (id_y * dstStridesDH.y) + id_x * 3; + + d_float24 val_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &val_f24); + rpp_hip_math_add24_const(&val_f24, &val_f24, static_cast(addParam)); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &val_f24); +} + +RppStatus hip_exec_add_scalar_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + RpptROI3DPtr roiGenericPtrSrc, + Rpp32f *addTensor, + rpp::Handle& handle) +{ + if (dstGenericDescPtr->layout == RpptLayout::NCDHW) + { + int globalThreads_x = (dstGenericDescPtr->strides[3] + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[3]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[2]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(add_scalar_ncdhw_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint3(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2], srcGenericDescPtr->strides[3]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint3(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2], dstGenericDescPtr->strides[3]), + dstGenericDescPtr->dims[1], + addTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + else if (dstGenericDescPtr->layout == RpptLayout::NDHWC) + { + int globalThreads_x = (dstGenericDescPtr->strides[2] / 3 + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[2]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[1]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(add_scalar_ndhwc_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint2(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint2(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2]), + addTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/hip/kernel/subtract_scalar.hpp b/src/modules/hip/kernel/subtract_scalar.hpp new file mode 100644 index 000000000..7ee128709 --- /dev/null +++ b/src/modules/hip/kernel/subtract_scalar.hpp @@ -0,0 +1,114 @@ +#include +#include "rpp_hip_common.hpp" + + +__global__ void subtract_scalar_ncdhw_hip_tensor(float *srcPtr, + uint3 srcStridesCDH, + float *dstPtr, + uint3 dstStridesCDH, + int channels, + float subtractParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // W - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesCDH.y) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesCDH.z) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x); + uint dstIdx = (id_z * dstStridesCDH.y) + (id_y * dstStridesCDH.z) + id_x; + + d_float8 val_f8; + for(int c = 0; c < channels; c++) + { + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &val_f8); + rpp_hip_math_subtract8_const(&val_f8, &val_f8, static_cast(subtractParam)); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &val_f8); + srcIdx += srcStridesCDH.x; + dstIdx += dstStridesCDH.x; + } +} + +__global__ void subtract_scalar_ndhwc_hip_tensor(float *srcPtr, + uint2 srcStridesDH, + float *dstPtr, + uint2 dstStridesDH, + float subtractParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // WC - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesDH.x) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesDH.y) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x) * 3; + uint dstIdx = (id_z * dstStridesDH.x) + (id_y * dstStridesDH.y) + id_x * 3; + + d_float24 val_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &val_f24); + rpp_hip_math_subtract24_const(&val_f24, &val_f24, static_cast(subtractParam)); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &val_f24); +} + +RppStatus hip_exec_subtract_scalar_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + RpptROI3DPtr roiGenericPtrSrc, + Rpp32f *subtractTensor, + rpp::Handle& handle) +{ + if (dstGenericDescPtr->layout == RpptLayout::NCDHW) + { + int globalThreads_x = (dstGenericDescPtr->strides[3] + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[3]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[2]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(subtract_scalar_ncdhw_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint3(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2], srcGenericDescPtr->strides[3]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint3(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2], dstGenericDescPtr->strides[3]), + dstGenericDescPtr->dims[1], + subtractTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + else if (dstGenericDescPtr->layout == RpptLayout::NDHWC) + { + int globalThreads_x = (dstGenericDescPtr->strides[2] / 3 + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[2]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[1]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(subtract_scalar_ndhwc_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint2(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint2(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2]), + subtractTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_arithmetic_operations.cpp b/src/modules/rppt_tensor_arithmetic_operations.cpp index daf0479ee..e82aa3239 100644 --- a/src/modules/rppt_tensor_arithmetic_operations.cpp +++ b/src/modules/rppt_tensor_arithmetic_operations.cpp @@ -73,6 +73,84 @@ RppStatus rppt_fused_multiply_add_scalar_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** add_scalar ********************/ + +RppStatus rppt_add_scalar_host(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *addTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams; + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[1]); + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[4]); + + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + if ((srcGenericDescPtr->dataType == RpptDataType::F32) && (dstGenericDescPtr->dataType == RpptDataType::F32)) + { + add_scalar_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + addTensor, + roiGenericPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + +/******************** subtract_scalar ********************/ + +RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *subtractTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams; + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[1]); + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[4]); + + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + if ((srcGenericDescPtr->dataType == RpptDataType::F32) && (dstGenericDescPtr->dataType == RpptDataType::F32)) + { + subtract_scalar_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + subtractTensor, + roiGenericPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ @@ -113,4 +191,68 @@ RppStatus rppt_fused_multiply_add_scalar_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** add_scalar ********************/ + +RppStatus rppt_add_scalar_gpu(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *addTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + hip_exec_add_scalar_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + roiGenericPtrSrc, + addTensor, + rpp::deref(rppHandle)); + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + +/******************** subtract_scalar ********************/ + +RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *subtractTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + hip_exec_subtract_scalar_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + roiGenericPtrSrc, + subtractTensor, + rpp::deref(rppHandle)); + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index dddc93c63..b47828335 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -323,18 +323,6 @@ int main(int argc, char **argv) double wallTime; string testCaseName; - if(testCase == 82 && imagesMixed) - { - std::cerr<<"\n RICAP only works with same dimension images"; - exit(0); - } - - if(testCase == 82 && batchSize < 2) - { - std::cerr<<"\n RICAP only works with BatchSize > 1"; - exit(0); - } - // Initialize buffers for any reductionType functions void *reductionFuncResultArr; Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; diff --git a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp index d4155c8e7..4331b6a24 100644 --- a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp @@ -55,12 +55,6 @@ int main(int argc, char * argv[]) fprintf(stdout, "\nUsage: %s

\n", argv[0]); exit(1); } - if ((testCase < 0) || (testCase > 4)) - { - fprintf(stdout, "\nUsage: %s
\n", argv[0]); - exit(1); - } - if(batchSize > MAX_BATCH_SIZE) { std::cout << "\n Batchsize should be less than or equal to "<< MAX_BATCH_SIZE << " Aborting!"; @@ -272,6 +266,38 @@ int main(int argc, char * argv[]) break; } + case 2: + { + testCaseName = "add_scalar"; + Rpp32f addTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + addTensor[i] = 40; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 2) + rppt_add_scalar_gpu(d_inputF32, descriptorPtr3D, d_outputF32, descriptorPtr3D, addTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } + case 3: + { + testCaseName = "subtract_scalar"; + Rpp32f subtractTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + subtractTensor[i] = 40; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 2) + rppt_subtract_scalar_gpu(d_inputF32, descriptorPtr3D, d_outputF32, descriptorPtr3D, subtractTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: { missingFuncFlag = 1; diff --git a/utilities/test_suite/HIP/runTests_voxel.py b/utilities/test_suite/HIP/runTests_voxel.py index 55c5dc3a5..82d9cbea9 100644 --- a/utilities/test_suite/HIP/runTests_voxel.py +++ b/utilities/test_suite/HIP/runTests_voxel.py @@ -38,6 +38,8 @@ qaInputFile = scriptPath + "/../TEST_QA_IMAGES_VOXEL" outFolderPath = os.getcwd() buildFolderPath = os.getcwd() +caseMin = 0 +caseMax = 3 # Check if folder path is empty, if it is the root folder, or if it exists, and remove its contents def validate_and_remove_contents(path): @@ -95,7 +97,7 @@ def case_file_check(CASE_FILE_PATH, TYPE, TENSOR_TYPE_LIST, new_file): print("Unable to open case results") return False - # Generate a directory name based on certain parameters +# Generate a directory name based on certain parameters def directory_name_generator(qaMode, affinity, layoutType, case, path): if qaMode == 0: functionality_group = func_group_finder(int(case)) @@ -256,8 +258,8 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--header_path", type = str, default = headerFilePath, help = "Path to the nii header") parser.add_argument("--data_path", type = str, default = dataFilePath, help = "Path to the nii data file") - parser.add_argument("--case_start", type = int, default = 0, help = "Testing range starting case # - (0:1)") - parser.add_argument("--case_end", type = int, default = 1, help = "Testing range ending case # - (0:1)") + parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) parser.add_argument('--profiling', type = str , default = 'NO', help = 'Run with profiler? - (YES/NO)', required = False) @@ -273,7 +275,7 @@ def rpp_test_suite_parser_and_validator(): validate_path(qaInputFile) # validate the parameters passed by user - if ((args.case_start < 0 or args.case_start > 1) or (args.case_end < 0 or args.case_end > 1)): + if ((args.case_start < caseMin or args.case_start > caseMax) or (args.case_end < caseMin or args.case_end > caseMax)): print("Starting case# and Ending case# must be in the 0:1 range. Aborting!") exit(0) elif args.case_end < args.case_start: @@ -285,7 +287,7 @@ def rpp_test_suite_parser_and_validator(): elif args.qa_mode < 0 or args.qa_mode > 1: print("QA mode must be in the 0 / 1. Aborting!") exit(0) - elif args.case_list is not None and args.case_start > 0 and args.case_end < 1: + elif args.case_list is not None and args.case_start > caseMin and args.case_end < caseMax: print("Invalid input! Please provide only 1 option between case_list, case_start and case_end") exit(0) elif args.num_runs <= 0: @@ -306,7 +308,7 @@ def rpp_test_suite_parser_and_validator(): args.case_list = [str(x) for x in args.case_list] else: for case in args.case_list: - if int(case) < 0 or int(case) > 1: + if int(case) < caseMin or int(case) > caseMax: print("The case# must be in the 0:1 range!") exit(0) @@ -468,7 +470,7 @@ def rpp_test_suite_parser_and_validator(): print("Unable to open results in " + RESULTS_DIR + "/consolidated_results_" + TYPE + ".stats.csv") # print the results of qa tests -supportedCaseList = ['0', '1'] +supportedCaseList = ['0', '1', '2', '3'] nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index f9ae07bbc..ba785123e 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -321,18 +321,6 @@ int main(int argc, char **argv) double cpuTime, wallTime; string testCaseName; - if(testCase == 82 && imagesMixed) - { - std::cerr<<"\n RICAP only works with same dimension images"; - exit(0); - } - - if(testCase == 82 && batchSize < 2) - { - std::cerr<<"\n RICAP only works with BatchSize > 1"; - exit(0); - } - // Initialize buffers for any reductionType functions void *reductionFuncResultArr; Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; diff --git a/utilities/test_suite/HOST/Tensor_voxel_host.cpp b/utilities/test_suite/HOST/Tensor_voxel_host.cpp index 841c28311..01673d0f6 100644 --- a/utilities/test_suite/HOST/Tensor_voxel_host.cpp +++ b/utilities/test_suite/HOST/Tensor_voxel_host.cpp @@ -55,12 +55,6 @@ int main(int argc, char * argv[]) fprintf(stdout, "\nUsage: %s
\n", argv[0]); exit(1); } - if ((testCase < 0) || (testCase > 1)) - { - fprintf(stdout, "\nUsage: %s
\n", argv[0]); - exit(1); - } - if(batchSize > MAX_BATCH_SIZE) { std::cout << "\n Batchsize should be less than or equal to "<< MAX_BATCH_SIZE << " Aborting!"; @@ -257,6 +251,38 @@ int main(int argc, char * argv[]) break; } + case 2: + { + testCaseName = "add_scalar"; + Rpp32f addTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + addTensor[i] = 40; + + startWallTime = omp_get_wtime(); + if(inputBitDepth == 2) + rppt_add_scalar_host(inputF32, descriptorPtr3D, outputF32, descriptorPtr3D, addTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } + case 3: + { + testCaseName = "subtract_scalar"; + Rpp32f subtractTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + subtractTensor[i] = 40; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 2) + rppt_subtract_scalar_host(inputF32, descriptorPtr3D, outputF32, descriptorPtr3D, subtractTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: { missingFuncFlag = 1; diff --git a/utilities/test_suite/HOST/runTests_voxel.py b/utilities/test_suite/HOST/runTests_voxel.py index aab51f52e..e21dc0f0e 100644 --- a/utilities/test_suite/HOST/runTests_voxel.py +++ b/utilities/test_suite/HOST/runTests_voxel.py @@ -38,6 +38,8 @@ qaInputFile = scriptPath + "/../TEST_QA_IMAGES_VOXEL" outFolderPath = os.getcwd() buildFolderPath = os.getcwd() +caseMin = 0 +caseMax = 3 # Check if folder path is empty, if it is the root folder, or if it exists, and remove its contents def validate_and_remove_contents(path): @@ -115,7 +117,8 @@ def func_group_finder(case_number): return "geometric_augmentations" else: return "miscellaneous" - # Generate a directory name based on certain parameters + +# Generate a directory name based on certain parameters def directory_name_generator(qaMode, affinity, layoutType, case, path): if qaMode == 0: functionality_group = func_group_finder(int(case)) @@ -182,8 +185,8 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--header_path", type = str, default = headerFilePath, help = "Path to the nii header") parser.add_argument("--data_path", type = str, default = dataFilePath, help = "Path to the nii data file") - parser.add_argument("--case_start", type = int, default = 0, help = "Testing range starting case # - (0:1)") - parser.add_argument("--case_end", type = int, default = 1, help = "Testing range ending case # - (0:1)") + parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) parser.add_argument('--qa_mode', type = int, default = 0, help = "Run with qa_mode? Output images from tests will be compared with golden outputs - (0 / 1)", required = False) @@ -198,7 +201,7 @@ def rpp_test_suite_parser_and_validator(): validate_path(qaInputFile) # validate the parameters passed by user - if ((args.case_start < 0 or args.case_start > 1) or (args.case_end < 0 or args.case_end > 1)): + if ((args.case_start < caseMin or args.case_start > caseMax) or (args.case_end < caseMin or args.case_end > caseMax)): print("Starting case# and Ending case# must be in the 0:1 range. Aborting!") exit(0) elif args.case_end < args.case_start: @@ -210,7 +213,7 @@ def rpp_test_suite_parser_and_validator(): elif args.qa_mode < 0 or args.qa_mode > 1: print("QA mode must be in the 0 / 1. Aborting!") exit(0) - elif args.case_list is not None and args.case_start > 0 and args.case_end < 1: + elif args.case_list is not None and args.case_start > caseMin and args.case_end < caseMax: print("Invalid input! Please provide only 1 option between case_list, case_start and case_end") exit(0) elif args.num_runs <= 0: @@ -228,7 +231,7 @@ def rpp_test_suite_parser_and_validator(): args.case_list = [str(x) for x in args.case_list] else: for case in args.case_list: - if int(case) < 0 or int(case) > 1: + if int(case) < caseMin or int(case) > caseMax: print("The case# must be in the 0:1 range!") exit(0) @@ -318,7 +321,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, logFileLayout, headerPath, dataPath, dstPathTemp, layout, case, numRuns, testType, qaMode, batchSize) # print the results of qa tests -supportedCaseList = ['0', '1'] +supportedCaseList = ['0', '1', '2', '3'] nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/add_scalar/add_scalar_nifti_output.bin b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/add_scalar/add_scalar_nifti_output.bin new 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zxt0g2&)fLp>k{uWo^f#|N4x&z>g-PP;fBif>GE`Q=OZ_+JzH3r{h4tyrL-Ua{Ui_l zP`oN1tdt)gPOf9@{KU8L@PQ;J{!ThA$*=#t@)wo9Gkme~&Sbx}w7C3zbx$SF#P7N! zhw{D<>c=rGH zJRh!{wOOmu`zW8Zzc)6khsKUsIWxQh)F@_?p7Y)VhPO!Pit~rqmyN4Zf!E zGPUmDYw$IdnJM)LUxTkHyiBb-_!@joWoAnK!Pnqx3NKUZ4!#CoQ<<4kfABTkhsKUsIWxQh)F@_?p7Y)VhPO!Pit~ zrqmyN4Zf!EGPUmDYw$IdnJM)LUxTkHyiBb-_!@joWoAnK!Pnqx3NKUZ4!#CoQ<<4k yfABT augmentationMap = { {0, "fused_multiply_add_scalar"}, {1, "slice"}, + {2, "add_scalar"}, + {3, "subtract_scalar"} }; void replicate_last_file_to_fill_batch(const string& lastFilePath, vector& filePathVector, vector& fileNamesVector, const string& lastFileName, int noOfFiles, int batchCount) From a4ed1372bc817526f50342ffe1604d6f052aac7d Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Tue, 13 Feb 2024 16:10:04 -0800 Subject: [PATCH 21/66] RPP Magnitude on HOST and HIP (#278) * Initial commit - Magnitude HOST Tensor * Add QA reference outputs * Update runTests.py * Initial commit - Magnitude HIP Tensor * Add dual input support in testsuite * Optimize HOST kernel further * Optimize i8 datatype further * Modify comments * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Bump rocm-docs-core[api_reference] from 0.31.0 to 0.33.0 in /docs/sphinx (#294) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.31.0 to 0.33.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.31.0...v0.33.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update Copywright year * Combine templated functions to support all datatypes * Modify format of reference outputs * Update rppi_arithmetic_operations.h license * Update rppt_tensor_arithmetic_operations.h license * Update host_tensor_arithmetic_operations.hpp * Update magnitude.hpp license * Update hip_tensor_arithmetic_operations.hpp license * Delete magnitude_u8_Tensor_PKD3.csv * Delete magnitude_u8_Tensor_PLN1.csv * Delete magnitude_u8_Tensor_PLN3.csv * Update rpp_test_suite_common.h license * Update runTests.py license * Update Tensor_hip.cpp license * Update runTests.py license * Update Tensor_host.cpp license --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> --- include/rppi_arithmetic_operations.h | 2 +- include/rppt_tensor_arithmetic_operations.h | 52 + .../cpu/host_tensor_arithmetic_operations.hpp | 3 +- src/modules/cpu/kernel/magnitude.hpp | 1001 +++++++++++++++++ .../hip/hip_tensor_arithmetic_operations.hpp | 1 + src/modules/hip/kernel/magnitude.hpp | 244 ++++ .../rppt_tensor_arithmetic_operations.cpp | 128 +++ utilities/test_suite/HIP/Tensor_hip.cpp | 16 +- utilities/test_suite/HIP/runTests.py | 10 +- utilities/test_suite/HOST/Tensor_host.cpp | 17 +- utilities/test_suite/HOST/runTests.py | 10 +- .../magnitude/magnitude_u8_Tensor.bin | Bin 0 -> 273600 bytes utilities/test_suite/rpp_test_suite_common.h | 1 + 13 files changed, 1473 insertions(+), 12 deletions(-) create mode 100644 src/modules/cpu/kernel/magnitude.hpp create mode 100644 src/modules/hip/kernel/magnitude.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/magnitude/magnitude_u8_Tensor.bin diff --git a/include/rppi_arithmetic_operations.h b/include/rppi_arithmetic_operations.h index 0fb79dbf6..17aef722d 100644 --- a/include/rppi_arithmetic_operations.h +++ b/include/rppi_arithmetic_operations.h @@ -320,4 +320,4 @@ RppStatus rppi_tensor_multiply_u8_gpu(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RppPtr } #endif -#endif \ No newline at end of file +#endif diff --git a/include/rppt_tensor_arithmetic_operations.h b/include/rppt_tensor_arithmetic_operations.h index bc111e7f6..7c6beba87 100644 --- a/include/rppt_tensor_arithmetic_operations.h +++ b/include/rppt_tensor_arithmetic_operations.h @@ -25,6 +25,14 @@ SOFTWARE. #ifndef RPPT_TENSOR_ARITHMETIC_OPERATIONS_H #define RPPT_TENSOR_ARITHMETIC_OPERATIONS_H +/*! + * \file + * \brief RPPT Tensor Arithmetic operation Functions. + * + * \defgroup group_tensor_arithmetic Operations: AMD RPP Tensor Arithmetic Operations + * \brief Tensor Arithmetic Operations. + */ + #include "rpp.h" #include "rppdefs.h" #ifdef __cplusplus @@ -159,7 +167,51 @@ RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGener */ RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *subtractTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT + +/*! \brief Magnitude computation on HOST backend for a NCHW/NHWC layout tensor + * \details This function computes magnitude of corresponding pixels for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
+ * srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * dstPtr depth ranges - Will be same depth as srcPtr.
+ * \image html img150x150.jpg Sample Input1 + * \image html img150x150_2.jpg Sample Input2 + * \image html magnitude_operation_img150x150.jpg Sample Output + * \param [in] srcPtr1 source1 tensor in HOST memory + * \param [in] srcPtr2 source2 tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HOST memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_magnitude_host(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#ifdef GPU_SUPPORT +/*! \brief Magnitude computation on HOST backend for a NCHW/NHWC layout tensor + * \details This function computes magnitude of corresponding pixels for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
+ * srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * dstPtr depth ranges - Will be same depth as srcPtr.
+ * \image html img150x150.jpg Sample Input1 + * \image html img150x150_2.jpg Sample Input2 + * \image html magnitude_operation_img150x150.jpg Sample Output + * \param [in] srcPtr1 source1 tensor in HOST memory + * \param [in] srcPtr2 source2 tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HOST memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_magnitude_gpu(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! @} */ diff --git a/src/modules/cpu/host_tensor_arithmetic_operations.hpp b/src/modules/cpu/host_tensor_arithmetic_operations.hpp index e043aab83..c85d45c57 100644 --- a/src/modules/cpu/host_tensor_arithmetic_operations.hpp +++ b/src/modules/cpu/host_tensor_arithmetic_operations.hpp @@ -28,5 +28,6 @@ SOFTWARE. #include "kernel/fused_multiply_add_scalar.hpp" #include "kernel/add_scalar.hpp" #include "kernel/subtract_scalar.hpp" +#include "kernel/magnitude.hpp" -#endif // HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP \ No newline at end of file +#endif // HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP diff --git a/src/modules/cpu/kernel/magnitude.hpp b/src/modules/cpu/kernel/magnitude.hpp new file mode 100644 index 000000000..6eaf4f236 --- /dev/null +++ b/src/modules/cpu/kernel/magnitude.hpp @@ -0,0 +1,1001 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus magnitude_u8_u8_host_tensor(Rpp8u *srcPtr1, + Rpp8u *srcPtr2, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8u *srcPtr1Image, *srcPtr2Image, *dstPtrImage; + srcPtr1Image = srcPtr1 + batchCount * srcDescPtr->strides.nStride; + srcPtr2Image = srcPtr2 + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8u *srcPtr1Channel, *srcPtr2Channel, *dstPtrChannel; + srcPtr1Channel = srcPtr1Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + srcPtr2Channel = srcPtr2Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + +#if __AVX2__ + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp32u vectorIncrementPerChannel = 16; +#endif + + // Magnitude with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p1[6], p2[6]; + + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + p1[3] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[3], p1[3], _mm256_mul_ps(p2[3], p2[3]))); // magnitude computation + p1[4] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[4], p1[4], _mm256_mul_ps(p2[4], p2[4]))); // magnitude computation + p1[5] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[5], p1[5], _mm256_mul_ps(p2[5], p2[5]))); // magnitude computation + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + Rpp32f srcPtr1TempValue0 = static_cast(srcPtr1Temp[0]); + Rpp32f srcPtr1TempValue1 = static_cast(srcPtr1Temp[1]); + Rpp32f srcPtr1TempValue2 = static_cast(srcPtr1Temp[2]); + Rpp32f srcPtr2TempValue0 = static_cast(srcPtr2Temp[0]); + Rpp32f srcPtr2TempValue1 = static_cast(srcPtr2Temp[1]); + Rpp32f srcPtr2TempValue2 = static_cast(srcPtr2Temp[2]); + *dstPtrTempR++ = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue0 * srcPtr1TempValue0) + (srcPtr2TempValue0 * srcPtr2TempValue0))))); + *dstPtrTempG++ = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue1 * srcPtr1TempValue1) + (srcPtr2TempValue1 * srcPtr2TempValue1))))); + *dstPtrTempB++ = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue2 * srcPtr1TempValue2) + (srcPtr2TempValue2 * srcPtr2TempValue2))))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Magnitude with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtr1Channel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = srcPtr2Channel; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2TempR = srcPtr2RowR; + srcPtr2TempG = srcPtr2RowG; + srcPtr2TempB = srcPtr2RowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[6], p2[6]; + + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + p1[3] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[3], p1[3], _mm256_mul_ps(p2[3], p2[3]))); // magnitude computation + p1[4] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[4], p1[4], _mm256_mul_ps(p2[4], p2[4]))); // magnitude computation + p1[5] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[5], p1[5], _mm256_mul_ps(p2[5], p2[5]))); // magnitude computation + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2TempR += vectorIncrementPerChannel; + srcPtr2TempG += vectorIncrementPerChannel; + srcPtr2TempB += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32f srcPtr1TempValue0 = static_cast(*srcPtr1TempR); + Rpp32f srcPtr1TempValue1 = static_cast(*srcPtr1TempG); + Rpp32f srcPtr1TempValue2 = static_cast(*srcPtr1TempB); + Rpp32f srcPtr2TempValue0 = static_cast(*srcPtr2TempR); + Rpp32f srcPtr2TempValue1 = static_cast(*srcPtr2TempG); + Rpp32f srcPtr2TempValue2 = static_cast(*srcPtr2TempB); + dstPtrTemp[0] = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue0 * srcPtr1TempValue0) + (srcPtr2TempValue0 * srcPtr2TempValue0))))); + dstPtrTemp[1] = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue1 * srcPtr1TempValue1) + (srcPtr2TempValue1 * srcPtr2TempValue1))))); + dstPtrTemp[2] = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue2 * srcPtr1TempValue2) + (srcPtr2TempValue2 * srcPtr2TempValue2))))); + + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + srcPtr2TempR++; + srcPtr2TempG++; + srcPtr2TempB++; + dstPtrTemp += 3; + } + + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2RowG += srcDescPtr->strides.hStride; + srcPtr2RowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Magnitude without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { +#if __AVX2__ + alignedLength = bufferLength & ~15; +#endif + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[2], p2[2]; + + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32f srcPtr1TempValue = static_cast(*srcPtr1Temp); + Rpp32f srcPtr2TempValue = static_cast(*srcPtr2Temp); + *dstPtrTemp++ = static_cast(round(RPPPIXELCHECK(sqrt((srcPtr1TempValue * srcPtr1TempValue) + (srcPtr2TempValue * srcPtr2TempValue))))); + + srcPtr1Temp++; + srcPtr2Temp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtr1Channel += srcDescPtr->strides.cStride; + srcPtr2Channel += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus magnitude_f32_f32_host_tensor(Rpp32f *srcPtr1, + Rpp32f *srcPtr2, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtr1Image, *srcPtr2Image, *dstPtrImage; + srcPtr1Image = srcPtr1 + batchCount * srcDescPtr->strides.nStride; + srcPtr2Image = srcPtr2 + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp32f *srcPtr1Channel, *srcPtr2Channel, *dstPtrChannel; + srcPtr1Channel = srcPtr1Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + srcPtr2Channel = srcPtr2Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + +#if __AVX2__ + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; +#endif + + // Magnitude with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p1[3], p2[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = RPPPIXELCHECKF32(sqrt((srcPtr1Temp[0] * srcPtr1Temp[0]) + (srcPtr2Temp[0] * srcPtr2Temp[0]))); + *dstPtrTempG++ = RPPPIXELCHECKF32(sqrt((srcPtr1Temp[1] * srcPtr1Temp[1]) + (srcPtr2Temp[1] * srcPtr2Temp[1]))); + *dstPtrTempB++ = RPPPIXELCHECKF32(sqrt((srcPtr1Temp[2] * srcPtr1Temp[2]) + (srcPtr2Temp[2] * srcPtr2Temp[2]))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Magnitude with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtr1Channel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = srcPtr2Channel; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2TempR = srcPtr2RowR; + srcPtr2TempG = srcPtr2RowG; + srcPtr2TempB = srcPtr2RowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[3], p2[3]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2TempR += vectorIncrementPerChannel; + srcPtr2TempG += vectorIncrementPerChannel; + srcPtr2TempB += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = RPPPIXELCHECKF32(sqrt((*srcPtr1TempR * *srcPtr1TempR) + (*srcPtr2TempR * *srcPtr2TempR))); + dstPtrTemp[1] = RPPPIXELCHECKF32(sqrt((*srcPtr1TempG * *srcPtr1TempG) + (*srcPtr2TempG * *srcPtr2TempG))); + dstPtrTemp[2] = RPPPIXELCHECKF32(sqrt((*srcPtr1TempB * *srcPtr1TempB) + (*srcPtr2TempB * *srcPtr2TempB))); + + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + srcPtr2TempR++; + srcPtr2TempG++; + srcPtr2TempB++; + dstPtrTemp += 3; + } + + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2RowG += srcDescPtr->strides.hStride; + srcPtr2RowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Magnitude without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { +#if __AVX2__ + alignedLength = bufferLength & ~7; +#endif + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[1], p2[1]; + + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = RPPPIXELCHECKF32(sqrt((*srcPtr1Temp * *srcPtr1Temp) + (*srcPtr2Temp * *srcPtr2Temp))); + + srcPtr1Temp++; + srcPtr2Temp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtr1Channel += srcDescPtr->strides.cStride; + srcPtr2Channel += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus magnitude_f16_f16_host_tensor(Rpp16f *srcPtr1, + Rpp16f *srcPtr2, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp16f *srcPtr1Image, *srcPtr2Image, *dstPtrImage; + srcPtr1Image = srcPtr1 + batchCount * srcDescPtr->strides.nStride; + srcPtr2Image = srcPtr2 + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp16f *srcPtr1Channel, *srcPtr2Channel, *dstPtrChannel; + srcPtr1Channel = srcPtr1Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + srcPtr2Channel = srcPtr2Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + +#if __AVX2__ + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; +#endif + + // Magnitude with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtr1Temp_ps[24], srcPtr2Temp_ps[24]; + + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + srcPtr1Temp_ps[cnt] = static_cast(srcPtr1Temp[cnt]); + srcPtr2Temp_ps[cnt] = static_cast(srcPtr2Temp[cnt]); + } + + __m256 p1[3], p2[3]; + + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp_ps, p1); // simd loads + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr2Temp_ps, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR++ = static_cast(RPPPIXELCHECKF32(sqrt((srcPtr1Temp[0] * srcPtr1Temp[0]) + (srcPtr2Temp[0] * srcPtr2Temp[0])))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKF32(sqrt((srcPtr1Temp[1] * srcPtr1Temp[1]) + (srcPtr2Temp[1] * srcPtr2Temp[1])))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKF32(sqrt((srcPtr1Temp[2] * srcPtr1Temp[2]) + (srcPtr2Temp[2] * srcPtr2Temp[2])))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Magnitude with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp16f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtr1Channel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = srcPtr2Channel; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2TempR = srcPtr2RowR; + srcPtr2TempG = srcPtr2RowG; + srcPtr2TempB = srcPtr2RowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + Rpp32f srcPtr1Temp_ps[24], srcPtr2Temp_ps[24]; + + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) + { + srcPtr1Temp_ps[cnt] = static_cast(srcPtr1TempR[cnt]); + srcPtr1Temp_ps[cnt + 8] = static_cast(srcPtr1TempG[cnt]); + srcPtr1Temp_ps[cnt + 16] = static_cast(srcPtr1TempB[cnt]); + + srcPtr2Temp_ps[cnt] = static_cast(srcPtr2TempR[cnt]); + srcPtr2Temp_ps[cnt + 8] = static_cast(srcPtr2TempG[cnt]); + srcPtr2Temp_ps[cnt + 16] = static_cast(srcPtr2TempB[cnt]); + } + + __m256 p1[4], p2[4]; + + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1Temp_ps, srcPtr1Temp_ps + 8, srcPtr1Temp_ps + 16, p1); // simd loads + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr2Temp_ps, srcPtr2Temp_ps + 8, srcPtr2Temp_ps + 16, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2TempR += vectorIncrementPerChannel; + srcPtr2TempG += vectorIncrementPerChannel; + srcPtr2TempB += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(sqrt((*srcPtr1TempR * *srcPtr1TempR) + (*srcPtr2TempR * *srcPtr2TempR)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(sqrt((*srcPtr1TempG * *srcPtr1TempG) + (*srcPtr2TempG * *srcPtr2TempG)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(sqrt((*srcPtr1TempB * *srcPtr1TempB) + (*srcPtr2TempB * *srcPtr2TempB)))); + + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + srcPtr2TempR++; + srcPtr2TempG++; + srcPtr2TempB++; + dstPtrTemp += 3; + } + + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2RowG += srcDescPtr->strides.hStride; + srcPtr2RowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Magnitude without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { +#if __AVX2__ + alignedLength = bufferLength & ~7; +#endif + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + Rpp32f srcPtr1Temp_ps[8], srcPtr2Temp_ps[8]; + + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) + { + srcPtr1Temp_ps[cnt] = static_cast(srcPtr1Temp[cnt]); + srcPtr2Temp_ps[cnt] = static_cast(srcPtr2Temp[cnt]); + } + + __m256 p1[1], p2[1]; + + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr1Temp_ps, p1); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp_ps, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(sqrt((*srcPtr1Temp * *srcPtr1Temp) + (*srcPtr2Temp * *srcPtr2Temp)))); + srcPtr1Temp++; + srcPtr2Temp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtr1Channel += srcDescPtr->strides.cStride; + srcPtr2Channel += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus magnitude_i8_i8_host_tensor(Rpp8s *srcPtr1, + Rpp8s *srcPtr2, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8s *srcPtr1Image, *srcPtr2Image, *dstPtrImage; + srcPtr1Image = srcPtr1 + batchCount * srcDescPtr->strides.nStride; + srcPtr2Image = srcPtr2 + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8s *srcPtr1Channel, *srcPtr2Channel, *dstPtrChannel; + srcPtr1Channel = srcPtr1Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + srcPtr2Channel = srcPtr2Image + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + +#if __AVX2__ + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp32u vectorIncrementPerChannel = 16; +#endif + + // Magnitude with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p1[6], p2[6]; + + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + p1[3] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[3], p1[3], _mm256_mul_ps(p2[3], p2[3]))); // magnitude computation + p1[4] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[4], p1[4], _mm256_mul_ps(p2[4], p2[4]))); // magnitude computation + p1[5] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[5], p1[5], _mm256_mul_ps(p2[5], p2[5]))); // magnitude computation + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrement; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + Rpp32f srcPtr1TempValue0 = static_cast(srcPtr1Temp[0] + 128); + Rpp32f srcPtr1TempValue1 = static_cast(srcPtr1Temp[1] + 128); + Rpp32f srcPtr1TempValue2 = static_cast(srcPtr1Temp[2] + 128); + Rpp32f srcPtr2TempValue0 = static_cast(srcPtr2Temp[0] + 128); + Rpp32f srcPtr2TempValue1 = static_cast(srcPtr2Temp[1] + 128); + Rpp32f srcPtr2TempValue2 = static_cast(srcPtr2Temp[2] + 128); + *dstPtrTempR++ = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue0 * srcPtr1TempValue0) + (srcPtr2TempValue0 * srcPtr2TempValue0)) - 128))); + *dstPtrTempG++ = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue1 * srcPtr1TempValue1) + (srcPtr2TempValue1 * srcPtr2TempValue1)) - 128))); + *dstPtrTempB++ = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue2 * srcPtr1TempValue2) + (srcPtr2TempValue2 * srcPtr2TempValue2)) - 128))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Magnitude with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtr1Channel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = srcPtr2Channel; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2TempR = srcPtr2RowR; + srcPtr2TempG = srcPtr2RowG; + srcPtr2TempB = srcPtr2RowB; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[6], p2[6]; + + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + p1[2] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[2], p1[2], _mm256_mul_ps(p2[2], p2[2]))); // magnitude computation + p1[3] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[3], p1[3], _mm256_mul_ps(p2[3], p2[3]))); // magnitude computation + p1[4] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[4], p1[4], _mm256_mul_ps(p2[4], p2[4]))); // magnitude computation + p1[5] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[5], p1[5], _mm256_mul_ps(p2[5], p2[5]))); // magnitude computation + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2TempR += vectorIncrementPerChannel; + srcPtr2TempG += vectorIncrementPerChannel; + srcPtr2TempB += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32f srcPtr1TempValue0 = static_cast(*srcPtr1TempR + 128); + Rpp32f srcPtr1TempValue1 = static_cast(*srcPtr1TempG + 128); + Rpp32f srcPtr1TempValue2 = static_cast(*srcPtr1TempB + 128); + Rpp32f srcPtr2TempValue0 = static_cast(*srcPtr2TempR + 128); + Rpp32f srcPtr2TempValue1 = static_cast(*srcPtr2TempG + 128); + Rpp32f srcPtr2TempValue2 = static_cast(*srcPtr2TempB + 128); + dstPtrTemp[0] = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue0 * srcPtr1TempValue0) + (srcPtr2TempValue0 * srcPtr2TempValue0)) - 128))); + dstPtrTemp[1] = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue1 * srcPtr1TempValue1) + (srcPtr2TempValue1 * srcPtr2TempValue1)) - 128))); + dstPtrTemp[2] = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue2 * srcPtr1TempValue2) + (srcPtr2TempValue2 * srcPtr2TempValue2)) - 128))); + + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + srcPtr2TempR++; + srcPtr2TempG++; + srcPtr2TempB++; + dstPtrTemp += 3; + } + + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2RowG += srcDescPtr->strides.hStride; + srcPtr2RowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Magnitude without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { +#if __AVX2__ + alignedLength = bufferLength & ~15; +#endif + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtr1Channel; + srcPtr2Row = srcPtr2Channel; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[2], p2[2]; + + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[0], p1[0], _mm256_mul_ps(p2[0], p2[0]))); // magnitude computation + p1[1] = _mm256_sqrt_ps(_mm256_fmadd_ps(p1[1], p1[1], _mm256_mul_ps(p2[1], p2[1]))); // magnitude computation + rpp_simd_store(rpp_store16_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32f srcPtr1TempValue = static_cast(*srcPtr1Temp + 128); + Rpp32f srcPtr2TempValue = static_cast(*srcPtr2Temp + 128); + *dstPtrTemp++ = static_cast(round(RPPPIXELCHECKI8(sqrt((srcPtr1TempValue * srcPtr1TempValue) + (srcPtr2TempValue * srcPtr2TempValue)) - 128))); + + srcPtr1Temp++; + srcPtr2Temp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtr1Channel += srcDescPtr->strides.cStride; + srcPtr2Channel += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_arithmetic_operations.hpp b/src/modules/hip/hip_tensor_arithmetic_operations.hpp index 6123ab2fb..a4a0a052a 100644 --- a/src/modules/hip/hip_tensor_arithmetic_operations.hpp +++ b/src/modules/hip/hip_tensor_arithmetic_operations.hpp @@ -28,5 +28,6 @@ SOFTWARE. #include "kernel/fused_multiply_add_scalar.hpp" #include "kernel/add_scalar.hpp" #include "kernel/subtract_scalar.hpp" +#include "kernel/magnitude.hpp" #endif // HIP_TENSOR_ARITHMEETIC_OPERATIONS_HPP diff --git a/src/modules/hip/kernel/magnitude.hpp b/src/modules/hip/kernel/magnitude.hpp new file mode 100644 index 000000000..902d27bde --- /dev/null +++ b/src/modules/hip/kernel/magnitude.hpp @@ -0,0 +1,244 @@ +#include +#include "rpp_hip_common.hpp" + +template +__device__ void magnitude_hip_compute(T *srcPtr, d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8) +{ + if constexpr (std::is_same::value) + { + rpp_hip_math_add8_const(src1_f8, src1_f8, (float4)128); + rpp_hip_math_add8_const(src2_f8, src2_f8, (float4)128); + } + + d_float8 src1Sq_f8, src2Sq_f8, sum_f8; + rpp_hip_math_multiply8(src1_f8, src1_f8, &src1Sq_f8); + rpp_hip_math_multiply8(src2_f8, src2_f8, &src2Sq_f8); + rpp_hip_math_add8(&src1Sq_f8, &src2Sq_f8, &sum_f8); + rpp_hip_math_sqrt8(&sum_f8, dst_f8); + + if constexpr (std::is_same::value) + { + dst_f8->f4[0] = rpp_hip_pixel_check_0to255(dst_f8->f4[0]) - (float4)128; + dst_f8->f4[1] = rpp_hip_pixel_check_0to255(dst_f8->f4[1]) - (float4)128; + } +} + +template +__global__ void magnitude_pkd_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3; + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + d_float24 src1_f24, src2_f24, dst_f24; + + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx, &src1_f24); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr2 + srcIdx, &src2_f24); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2]); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +__global__ void magnitude_pln_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + int channelsDst, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + d_float8 src1_f8, src2_f8, dst_f8; + + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx, &src2_f8); + magnitude_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + if (channelsDst == 3) + { + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx, &src2_f8); + magnitude_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx, &src2_f8); + magnitude_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + } +} + +template +__global__ void magnitude_pkd3_pln3_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + d_float24 src1_f24, src2_f24, dst_f24; + + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx, &src1_f24); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr2 + srcIdx, &src2_f24); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2]); + rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); +} + +template +__global__ void magnitude_pln3_pkd3_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + d_float24 src1_f24, src2_f24, dst_f24; + + rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr1 + srcIdx, srcStridesNCH.y, &src1_f24); + rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr2 + srcIdx, srcStridesNCH.y, &src2_f24); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1]); + magnitude_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2]); + rpp_hip_pack_float24_pkd3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +RppStatus hip_exec_magnitude_tensor(T *srcPtr1, + T *srcPtr2, + RpptDescPtr srcDescPtr, + T *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + int globalThreads_x = (dstDescPtr->w + 7) >> 3; + int globalThreads_y = dstDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + hipLaunchKernelGGL(magnitude_pkd_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr1, + srcPtr2, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(magnitude_pln_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr1, + srcPtr2, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + dstDescPtr->c, + roiTensorPtrSrc); + } + else if ((srcDescPtr->c == 3) && (dstDescPtr->c == 3)) + { + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(magnitude_pkd3_pln3_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr1, + srcPtr2, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + globalThreads_x = (srcDescPtr->strides.hStride + 7) >> 3; + hipLaunchKernelGGL(magnitude_pln3_pkd3_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr1, + srcPtr2, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + roiTensorPtrSrc); + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_arithmetic_operations.cpp b/src/modules/rppt_tensor_arithmetic_operations.cpp index e82aa3239..907aaf0f2 100644 --- a/src/modules/rppt_tensor_arithmetic_operations.cpp +++ b/src/modules/rppt_tensor_arithmetic_operations.cpp @@ -151,6 +151,71 @@ RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** magnitude ********************/ + +RppStatus rppt_magnitude_host(RppPtr_t srcPtr1, + RppPtr_t srcPtr2, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + magnitude_u8_u8_host_tensor(static_cast(srcPtr1) + srcDescPtr->offsetInBytes, + static_cast(srcPtr2) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + magnitude_f16_f16_host_tensor(reinterpret_cast(static_cast(srcPtr1) + srcDescPtr->offsetInBytes), + reinterpret_cast(static_cast(srcPtr2) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + magnitude_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr1) + srcDescPtr->offsetInBytes), + reinterpret_cast(static_cast(srcPtr2) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + magnitude_i8_i8_host_tensor(static_cast(srcPtr1) + srcDescPtr->offsetInBytes, + static_cast(srcPtr2) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ @@ -255,4 +320,67 @@ RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** magnitude ********************/ + +RppStatus rppt_magnitude_gpu(RppPtr_t srcPtr1, + RppPtr_t srcPtr2, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + #ifdef HIP_COMPILE + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_magnitude_tensor(static_cast(srcPtr1) + srcDescPtr->offsetInBytes, + static_cast(srcPtr2) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + hip_exec_magnitude_tensor(reinterpret_cast(static_cast(srcPtr1) + srcDescPtr->offsetInBytes), + reinterpret_cast(static_cast(srcPtr2) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_magnitude_tensor(reinterpret_cast(static_cast(srcPtr1) + srcDescPtr->offsetInBytes), + reinterpret_cast(static_cast(srcPtr2) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + hip_exec_magnitude_tensor(static_cast(srcPtr1) + srcDescPtr->offsetInBytes, + static_cast(srcPtr2) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index b47828335..48537de29 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -65,7 +65,7 @@ int main(int argc, char **argv) bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23|| testCase == 24 || testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54); bool kernelSizeCase = (testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54); - bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 63); + bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 61 || testCase == 63); bool randomOutputCase = (testCase == 84 || testCase == 49 || testCase == 54); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); bool noiseTypeCase = (testCase == 8); @@ -863,6 +863,18 @@ int main(int argc, char **argv) break; } + case 61: + { + testCaseName = "magnitude"; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_magnitude_gpu(d_input, d_input_second, srcDescPtr, d_output, dstDescPtr, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 63: { testCaseName = "phase"; @@ -1179,4 +1191,4 @@ int main(int argc, char **argv) CHECK(hipFree(d_input_second)); CHECK(hipFree(d_output)); return 0; -} \ No newline at end of file +} diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index bb7290805..cabc4015f 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -165,6 +165,8 @@ def func_group_finder(case_number): return "filter_augmentations" elif case_number < 40: return "geometric_augmentations" + elif case_number == 61: + return "arithmetic_operations" elif case_number < 87: return "data_exchange_operations" elif case_number < 88: @@ -627,7 +629,9 @@ def rpp_test_suite_parser_and_validator(): "effects_augmentations", "filter_augmentations", "geometric_augmentations", - "morphological_operations" + "morphological_operations", + "arithmetic_operations", + "statistical_operations" ] for log_file in log_file_list: # Opening log file @@ -692,7 +696,7 @@ def rpp_test_suite_parser_and_validator(): f.close() # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '63', '70', '80', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: @@ -717,4 +721,4 @@ def rpp_test_suite_parser_and_validator(): resultsInfo += "\n - Total augmentations with golden output QA test support = " + str(len(supportedCaseList) - len(nonQACaseList)) resultsInfo += "\n - Total augmentations without golden ouput QA test support (due to randomization involved) = " + str(len(nonQACaseList)) f.write(resultsInfo) - print("\n-------------------------------------------------------------------" + resultsInfo + "\n\n-------------------------------------------------------------------") \ No newline at end of file + print("\n-------------------------------------------------------------------" + resultsInfo + "\n\n-------------------------------------------------------------------") diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index ba785123e..fd198ba23 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -65,7 +65,7 @@ int main(int argc, char **argv) int batchSize = atoi(argv[14]); bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23 || testCase == 24); - bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 63); + bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 61 || testCase == 63); bool randomOutputCase = (testCase == 84); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); bool noiseTypeCase = (testCase == 8); @@ -823,6 +823,19 @@ int main(int argc, char **argv) break; } + case 61: + { + testCaseName = "magnitude"; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_magnitude_host(input, input_second, srcDescPtr, output, dstDescPtr, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 63: { testCaseName = "phase"; @@ -1186,4 +1199,4 @@ int main(int argc, char **argv) if(reductionTypeCase) free(reductionFuncResultArr); return 0; -} \ No newline at end of file +} diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index df543a553..b40a0bf01 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -121,6 +121,8 @@ def func_group_finder(case_number): return "effects_augmentations" elif case_number < 40: return "geometric_augmentations" + elif case_number == 61: + return "arithmetic_operations" elif case_number < 87: return "data_exchange_operations" elif case_number < 88: @@ -128,7 +130,7 @@ def func_group_finder(case_number): else: return "miscellaneous" - # Generate a directory name based on certain parameters +# Generate a directory name based on certain parameters def directory_name_generator(qaMode, affinity, layoutType, case, path): if qaMode == 0: functionality_group = func_group_finder(int(case)) @@ -410,7 +412,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: @@ -589,6 +591,8 @@ def rpp_test_suite_parser_and_validator(): "data_exchange_operations", "effects_augmentations", "geometric_augmentations", + "arithmetic_operations", + "statistical_operations", ] for log_file in log_file_list: @@ -651,4 +655,4 @@ def rpp_test_suite_parser_and_validator(): print("No variants under this category") # Closing log file - f.close() \ No newline at end of file + f.close() diff --git a/utilities/test_suite/REFERENCE_OUTPUT/magnitude/magnitude_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/magnitude/magnitude_u8_Tensor.bin new file mode 100644 index 0000000000000000000000000000000000000000..fbf86994b37f6a0e15703f85a5c3080cad1183d2 GIT binary patch literal 273600 zcmeFYXLwu5nW*XA`|RGkcdoC!-mz!w@yxY7?J$n*cDsYS+wP=pu=ukvas`ou#)mL>6 z(K&bHvjdSiw+X^~Bwl!Gej>Mwm?}=BX5S*DUx9&SUP7kapk~|>v2PVIF62=^&7prP z<^~OR$aSqX)#kGPd3*niy{;j@q%J)I^OrdMdsOn@N(7-2aY80PAX6M#r6h5S!-{I- zmGWd~Yq8rYbGqe?MnQQIwz-N`Q$S76A+YkP$zo)3F@jx=AqykFbTm~|5) z2qp@`$h^?hyx7bV6ssVb#=ixF$_b+LL#a6t>D=&|qPR*H%MX`i|$yrzG%8@n2D20Sk zZ{*aJqeQ$2OD(IefXvOO@+wlv+(fe6-R9Ooj6{RJlF>Kgv7ebg{p2vT1F7Y>?#=rF? z_BYp)-w#jy;(qFRMAkJNClJdGOvwu?D30rQlr**EE-kwzCanNG0xJsNrRaP*bE-T&|izdTqSTO9A+T^M_?I{jpO9=tq! 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a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index 60345a413..370c86211 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -89,6 +89,7 @@ std::map augmentationMap = {45, "color_temperature"}, {49, "box_filter"}, {54, "gaussian_filter"}, + {61, "magnitude"}, {63, "phase"}, {70, "copy"}, {80, "resize_mirror_normalize"}, From 1976cbf4fa7ff71cf04fbb9057ac3f72ffb125af Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 16 Feb 2024 11:18:53 -0700 Subject: [PATCH 22/66] Bump rocm-docs-core[api_reference] from 0.34.0 to 0.34.2 in /docs/sphinx (#309) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.0 to 0.34.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.34.0...v0.34.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 0fbd95638..73bd847dc 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.34.0 +rocm-docs-core[api_reference]==0.34.2 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index b4e30171a..77ebb5580 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.34.0 +rocm-docs-core[api-reference]==0.34.2 # via # -r requirements.in # rocm-docs-core From ec8f2f09a27baddf2e3bd77314984440e131a331 Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 16 Feb 2024 15:58:55 -0800 Subject: [PATCH 23/66] RPP Tensor Audio Support - Down Mixing (#296) * Initial commit - Non slient region detection Includes unittest setup * Initial commit - To Decibels Includes unittest setup * Intial commit - pre_emphasis_filter * Intial commit - down_mixing * Replace vectors with arrays * Cleanup * Minor cleanup * Optimize downmixing Kernel Includes cleanup * Replace Rpp64s with Rpp32s * Cleanup * Optimize and precompute cutOff * Fix buffer used * Fix buffer used * Additional Cleanup * Optimize post incrmeent operation * Optimize post increment operation * Update testsuite for Audio * code cleanup * Add Readme file for Audio test suite * changes based on review comments * minor change * Remove unittest folders and updated README.md * Remove unit tests * minor change * code cleanup * added common header file for audio helper functions * removed unncessary audio wav files fixed bug in ROI updation for audio test suite resolved issue in summary generation for performance tests in python * removed log file * added doxygen support for audio * added doxygen changes for to_decibels * updated test suite support for to_decibels * minor change * added doxygen changes for preemphasis filter * updated changes for preemphasis filter in test suite * removed the usage of getMax function and used std::max_element * modularized code in test suite * merge with latest changes * minor change * minor change * minor change * resolved codacy warnings * Codacy fix - Remove unused cpuTime * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * resolved issue with file_system dependency in test suite * Doxygen changes changed malloc to new in NSR kernel * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * added ctests for audio test suite for CI made changes to add more clarity on the QA Tests results * Cmake mods for ctest * HOST-only build error bugfix * added qa mode paramter to python audio script added golden output map for QA testing of Non silent region detection * minor change * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * added example for MMS calculation in comments for better understanding * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * updated info used to for running audio test suite * removed bitdepth variable from audio test suite * added more information on computing NSR outputs in the example added * Fix doxygen for decibels Also removes extra QA reference files * move tensor_host_audio.cpp to host folder * Fix build errors and qa tests in Audio Test suite * Fix build errors and qa tests in Audio Test suite * Add reference output and test samples for downmix * Add down_mix in augmentation list and supported cases * Remove auto-merge repeated funcs * Improve clarity of header docs * Remove blank line * Improve clarity on header docs * Add Doxygen comments * minor change * converted golden outputs to binary file for downmixing * removed old golden output file for preemphasis and todecibels * modified info for downmixing as per new changes used handle memory for temporary buffers * formatting changes * moved the common code for SSE and AVX to outside * Update down_mixing.hpp license * Update rppt_tensor_audio_augmentations.h * combined the srcLength and channels tensors into single tensor --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sundarrajan98 --- include/rppt_tensor_audio_augmentations.h | 17 ++- src/include/cpu/rpp_cpu_simd.hpp | 23 ++++ .../cpu/host_tensor_audio_augmentations.hpp | 1 + src/modules/cpu/kernel/down_mixing.hpp | 122 ++++++++++++++++++ .../rppt_tensor_audio_augmentations.cpp | 28 ++++ utilities/test_suite/HOST/CMakeLists.txt | 2 +- .../test_suite/HOST/Tensor_host_audio.cpp | 21 ++- utilities/test_suite/HOST/runAudioTests.py | 22 +++- .../down_mixing/down_mixing.bin | Bin 0 -> 6437760 bytes .../sample1.wav} | Bin .../sample2.wav | Bin 0 -> 647246 bytes .../sample3.wav | Bin 0 -> 643150 bytes utilities/test_suite/rpp_test_suite_audio.h | 3 +- 13 files changed, 233 insertions(+), 6 deletions(-) create mode 100644 src/modules/cpu/kernel/down_mixing.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUTS_AUDIO/down_mixing/down_mixing.bin rename utilities/test_suite/TEST_AUDIO_FILES/{single_sample_multi_channel_src1/sample.wav => three_sample_multi_channel_src1/sample1.wav} (100%) create mode 100644 utilities/test_suite/TEST_AUDIO_FILES/three_sample_multi_channel_src1/sample2.wav create mode 100644 utilities/test_suite/TEST_AUDIO_FILES/three_sample_multi_channel_src1/sample3.wav diff --git a/include/rppt_tensor_audio_augmentations.h b/include/rppt_tensor_audio_augmentations.h index 138b3baa8..31bb34eff 100644 --- a/include/rppt_tensor_audio_augmentations.h +++ b/include/rppt_tensor_audio_augmentations.h @@ -95,7 +95,22 @@ RppStatus rppt_to_decibels_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_ */ RppStatus rppt_pre_emphasis_filter_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32s *srcLengthTensor, Rpp32f *coeffTensor, RpptAudioBorderType borderType, rppHandle_t rppHandle); +/*! \brief Down Mixing augmentation on HOST backend +* \details Down Mixing augmentation for audio data +* \param[in] srcPtr source tensor in HOST memory +* \param[in] srcDescPtr source tensor descriptor (Restrictions - numDims = 3, offsetInBytes >= 0, dataType = F32) +* \param[out] dstPtr destination tensor in HOST memory +* \param[in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 3, offsetInBytes >= 0, dataType = F32) +* \param[in] srcDimsTensor source audio buffer length and number of channels (1D tensor in HOST memory, of size batchSize * 2) +* \param[in] normalizeWeights bool flag to specify if normalization of weights is needed +* \param[in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() +* \return A \ref RppStatus enumeration. +* \retval RPP_SUCCESS Successful completion. +* \retval RPP_ERROR* Unsuccessful completion. +*/ +RppStatus rppt_down_mixing_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32s *srcDimsTensor, bool normalizeWeights, rppHandle_t rppHandle); + #ifdef __cplusplus } #endif -#endif // RPPT_TENSOR_AUDIO_AUGMENTATIONS_H \ No newline at end of file +#endif // RPPT_TENSOR_AUDIO_AUGMENTATIONS_H diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index 84c898b90..ff30de027 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -2438,6 +2438,29 @@ static inline __m128 log_ps(__m128 x) return x; } +inline Rpp32f rpp_hsum_ps(__m128 x) +{ + __m128 shuf = _mm_movehdup_ps(x); // broadcast elements 3,1 to 2,0 + __m128 sums = _mm_add_ps(x, shuf); + shuf = _mm_movehl_ps(shuf, sums); // high half -> low half + sums = _mm_add_ss(sums, shuf); + return _mm_cvtss_f32(sums); +} + +inline Rpp32f rpp_hsum_ps(__m256 x) +{ + __m128 p0 = _mm256_extractf128_ps(x, 1); // Contains x7, x6, x5, x4 + __m128 p1 = _mm256_castps256_ps128(x); // Contains x3, x2, x1, x0 + __m128 sum = _mm_add_ps(p0, p1); // Contains x3 + x7, x2 + x6, x1 + x5, x0 + x4 + p0 = sum; // Contains -, -, x1 + x5, x0 + x4 + p1 = _mm_movehl_ps(sum, sum); // Contains -, -, x3 + x7, x2 + x6 + sum = _mm_add_ps(p0, p1); // Contains -, -, x1 + x3 + x5 + x7, x0 + x2 + x4 + x6 + p0 = sum; // Contains -, -, -, x0 + x2 + x4 + x6 + p1 = _mm_shuffle_ps(sum, sum, 0x1); // Contains -, -, -, x1 + x3 + x5 + x7 + sum = _mm_add_ss(p0, p1); // Contains -, -, -, x0 + x1 + x2 + x3 + x4 + x5 + x6 + x7 + return _mm_cvtss_f32(sum); +} + static inline void fast_matmul4x4_sse(float *A, float *B, float *C) { __m128 row1 = _mm_load_ps(&B[0]); // Row 0 of B diff --git a/src/modules/cpu/host_tensor_audio_augmentations.hpp b/src/modules/cpu/host_tensor_audio_augmentations.hpp index 7737b38c3..e2edb1afc 100644 --- a/src/modules/cpu/host_tensor_audio_augmentations.hpp +++ b/src/modules/cpu/host_tensor_audio_augmentations.hpp @@ -28,5 +28,6 @@ SOFTWARE. #include "kernel/non_silent_region_detection.hpp" #include "kernel/to_decibels.hpp" #include "kernel/pre_emphasis_filter.hpp" +#include "kernel/down_mixing.hpp" #endif // HOST_TENSOR_AUDIO_AUGMENTATIONS_HPP \ No newline at end of file diff --git a/src/modules/cpu/kernel/down_mixing.hpp b/src/modules/cpu/kernel/down_mixing.hpp new file mode 100644 index 000000000..9cefc64a2 --- /dev/null +++ b/src/modules/cpu/kernel/down_mixing.hpp @@ -0,0 +1,122 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include + +RppStatus down_mixing_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32s *srcDimsTensor, + bool normalizeWeights, + rpp::Handle& handle) +{ + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + Rpp32f *srcPtrTemp = srcPtr + batchCount * srcDescPtr->strides.nStride; + Rpp32f *dstPtrTemp = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32s samples = srcDimsTensor[batchCount * 2]; + Rpp32s channels = srcDimsTensor[batchCount * 2 + 1]; + bool flagAVX = 0; + + if(channels == 1) + { + // No need of downmixing, do a direct memcpy + memcpy(dstPtrTemp, srcPtrTemp, (size_t)(samples * sizeof(Rpp32f))); + } + else + { + Rpp32f *weights = handle.GetInitHandle()->mem.mcpu.tempFloatmem + batchCount * channels; + std::fill(weights, weights + channels, 1.f / channels); + + if(normalizeWeights) + { + // Compute sum of the weights + Rpp32f sum = 0.0; + for(int i = 0; i < channels; i++) + sum += weights[i]; + + // Normalize the weights + Rpp32f invSum = 1.0 / sum; + for(int i = 0; i < channels; i++) + weights[i] *= invSum; + } + + Rpp32s channelIncrement = 4; + Rpp32s alignedChannels = (channels / 4) * 4; + if(channels > 7) + { + flagAVX = 1; + channelIncrement = 8; + alignedChannels = (channels / 8) * 8; + } + + // use weights to downmix to mono + for(int64_t dstIdx = 0; dstIdx < samples; dstIdx++) + { + Rpp32s channelLoopCount = 0; + // if number of channels are greater than or equal to 8, use AVX implementation + if(flagAVX) + { + __m256 pDst = avx_p0; + for(; channelLoopCount < alignedChannels; channelLoopCount += channelIncrement) + { + __m256 pSrc, pWeights; + pWeights = _mm256_setr_ps(weights[channelLoopCount], weights[channelLoopCount + 1], weights[channelLoopCount + 2], weights[channelLoopCount + 3], + weights[channelLoopCount + 4], weights[channelLoopCount + 5], weights[channelLoopCount + 6], weights[channelLoopCount + 7]); + pSrc = _mm256_loadu_ps(srcPtrTemp); + pSrc = _mm256_mul_ps(pSrc, pWeights); + pDst = _mm256_add_ps(pDst, pSrc); + srcPtrTemp += channelIncrement; + } + dstPtrTemp[dstIdx] = rpp_hsum_ps(pDst); + } + else + { + __m128 pDst = xmm_p0; + for(; channelLoopCount < alignedChannels; channelLoopCount += channelIncrement) + { + __m128 pSrc, pWeights; + pWeights = _mm_setr_ps(weights[channelLoopCount], weights[channelLoopCount + 1], weights[channelLoopCount + 2], weights[channelLoopCount + 3]); + pSrc = _mm_loadu_ps(srcPtrTemp); + pSrc = _mm_mul_ps(pSrc, pWeights); + pDst = _mm_add_ps(pDst, pSrc); + srcPtrTemp += channelIncrement; + } + dstPtrTemp[dstIdx] = rpp_hsum_ps(pDst); + } + for(; channelLoopCount < channels; channelLoopCount++) + dstPtrTemp[dstIdx] += ((*srcPtrTemp++) * weights[channelLoopCount]); + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/rppt_tensor_audio_augmentations.cpp b/src/modules/rppt_tensor_audio_augmentations.cpp index 23b52bc44..d78b8890a 100644 --- a/src/modules/rppt_tensor_audio_augmentations.cpp +++ b/src/modules/rppt_tensor_audio_augmentations.cpp @@ -126,3 +126,31 @@ RppStatus rppt_pre_emphasis_filter_host(RppPtr_t srcPtr, return RPP_ERROR_NOT_IMPLEMENTED; } } + +/******************** down_mixing ********************/ + +RppStatus rppt_down_mixing_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32s *srcDimsTensor, + bool normalizeWeights, + rppHandle_t rppHandle) +{ + if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + down_mixing_host_tensor(static_cast(srcPtr), + srcDescPtr, + static_cast(dstPtr), + dstDescPtr, + srcDimsTensor, + normalizeWeights, + rpp::deref(rppHandle)); + + return RPP_SUCCESS; + } + else + { + return RPP_ERROR_NOT_IMPLEMENTED; + } +} diff --git a/utilities/test_suite/HOST/CMakeLists.txt b/utilities/test_suite/HOST/CMakeLists.txt index 9cb32ae78..b7abf5d77 100644 --- a/utilities/test_suite/HOST/CMakeLists.txt +++ b/utilities/test_suite/HOST/CMakeLists.txt @@ -109,7 +109,7 @@ else() endif() if(NOT libsnd_LIBS) - message("-- ${Yellow}Warning: libsndfile must be installed to install ${PROJECT_NAME}/Tensor_voxel_host successfully!${ColourReset}") + message("-- ${Yellow}Warning: libsndfile must be installed to install ${PROJECT_NAME}/Tensor_audio_host successfully!${ColourReset}") else() message("-- ${Green}${PROJECT_NAME} set to build with rpp and libsndfile ${ColourReset}") include_directories(${ROCM_PATH}/include ${ROCM_PATH}/include/rpp /usr/local/include) diff --git a/utilities/test_suite/HOST/Tensor_host_audio.cpp b/utilities/test_suite/HOST/Tensor_host_audio.cpp index 139e7e97e..fe6fa1246 100644 --- a/utilities/test_suite/HOST/Tensor_host_audio.cpp +++ b/utilities/test_suite/HOST/Tensor_host_audio.cpp @@ -197,6 +197,25 @@ int main(int argc, char **argv) break; } + case 3: + { + testCaseName = "down_mixing"; + bool normalizeWeights = false; + Rpp32s srcDimsTensor[batchSize * 2]; + + for (int i = 0, j = 0; i < batchSize; i++, j += 2) + { + srcDimsTensor[j] = srcLengthTensor[i]; + srcDimsTensor[j + 1] = channelsTensor[i]; + dstDims[i].height = srcLengthTensor[i]; + dstDims[i].width = 1; + } + + startWallTime = omp_get_wtime(); + rppt_down_mixing_host(inputf32, srcDescPtr, outputf32, dstDescPtr, srcDimsTensor, normalizeWeights, handle); + + break; + } default: { missingFuncFlag = 1; @@ -263,4 +282,4 @@ int main(int argc, char **argv) free(inputf32); free(outputf32); return 0; -} +} \ No newline at end of file diff --git a/utilities/test_suite/HOST/runAudioTests.py b/utilities/test_suite/HOST/runAudioTests.py index c05a7a011..70ec00026 100644 --- a/utilities/test_suite/HOST/runAudioTests.py +++ b/utilities/test_suite/HOST/runAudioTests.py @@ -37,7 +37,7 @@ outFolderPath = os.getcwd() buildFolderPath = os.getcwd() caseMin = 0 -caseMax = 2 +caseMax = 3 # Checks if the folder path is empty, or is it a root folder, or if it exists, and remove its contents def validate_and_remove_files(path): @@ -235,13 +235,31 @@ def rpp_test_suite_parser_and_validator(): exit(0) for case in caseList: + if "--input_path" not in sys.argv: + if case == "3": + srcPath = scriptPath + "/../TEST_AUDIO_FILES/three_sample_multi_channel_src1" + else: + srcPath = inFilePath + if int(case) < 0 or int(case) > 3: + print(f"Invalid case number {case}. Case number must be 0-3 range!") + continue + run_unit_test(srcPath, case, numRuns, testType, batchSize, outFilePath) else: for case in caseList: + if "--input_path" not in sys.argv: + if case == "3": + srcPath = scriptPath + "/../TEST_AUDIO_FILES/three_sample_multi_channel_src1" + else: + srcPath = inFilePath + if int(case) < 0 or int(case) > 3: + print(f"Invalid case number {case}. Case number must be 0-3 range!") + continue + run_performance_test(loggingFolder, srcPath, case, numRuns, testType, batchSize, outFilePath) # print the results of qa tests -supportedCaseList = ['0', '1', '2'] +supportedCaseList = ['0', '1', '2', '3'] nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support if testType == 0: diff --git a/utilities/test_suite/REFERENCE_OUTPUTS_AUDIO/down_mixing/down_mixing.bin b/utilities/test_suite/REFERENCE_OUTPUTS_AUDIO/down_mixing/down_mixing.bin new file mode 100644 index 0000000000000000000000000000000000000000..cb7c8bb84a6d0ec22c96c21beb6214f3f14760d3 GIT binary patch literal 6437760 zcmXus37nnN`8e<+f{01N@m`bzYK80ltL$n{uhL0aV#x{YuJisHF4}Sf$+4;5hTsaF$1hy%p|p>hs+6{LWdJT z(0l`KXXS7(R(+naRj_$QtN{Lzt^^@_$o(m30LzD2vq-<=~s(T;yp^@SbY);Rbs>^+O%xqq?hv4%O@G5v5%mt6Z4+Hh|@GP2R z;UZ^*e5ZoVK$pHbXr54!gTS32)(JnFTS?ioAadSU#!LjUe&o3Dw}|0cVDn)qZCAuI z2w83g_{iZh<$7Sy|3T~r;an&u+kd+l)+o*KkC~U 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For each image, the output(x,y) = input(mapx(x, y), mapy(x, y)) for every (x,y) in the destination image.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html geometric_augmentations_remap_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HOST memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images + * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ RppStatus rppt_remap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *rowRemapTable, Rpp32f *colRemapTable, RpptDescPtr tableDescPtr, RpptInterpolationType interpolationType, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + #ifdef GPU_SUPPORT +/*! \brief Remap augmentation on HIP backend for a NCHW/NHWC layout tensor + * \details Performs a remap operation using user specified remap tables for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout. For each image, the output(x,y) = input(mapx(x, y), mapy(x, y)) for every (x,y) in the destination image.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html geometric_augmentations_remap_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HIP memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HIP memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images + * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType + * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ RppStatus rppt_remap_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *rowRemapTable, Rpp32f *colRemapTable, RpptDescPtr tableDescPtr, RpptInterpolationType interpolationType, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index 9cb3075d8..c33319760 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -2897,6 +2897,7 @@ inline void rpp_store8_u8pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256i &p) inline void rpp_store8_f32pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256 &p) { __m256i px1 = _mm256_permute4x64_epi64(_mm256_packus_epi32(_mm256_cvtps_epi32(p), avx_px0), _MM_SHUFFLE(3,1,2,0)); + _mm256_storeu_si256((__m256i *)(dstPtr), _mm256_packus_epi16(px1, avx_px0)); px1 = _mm256_packus_epi16(px1, avx_px0); rpp_store8_u8pln1_to_u8pln1_avx(dstPtr, px1); } diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index d08e3eddb..d69034241 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -13,15 +13,17 @@ RppStatus remap_nn_u8_u8_host_tensor(Rpp8u *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi; @@ -241,15 +243,17 @@ RppStatus remap_nn_f32_f32_host_tensor(Rpp32f *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi; @@ -462,15 +466,17 @@ RppStatus remap_nn_i8_i8_host_tensor(Rpp8s *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi; @@ -690,15 +696,17 @@ RppStatus remap_nn_f16_f16_host_tensor(Rpp16f *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); __m128 pSrcChannel = _mm_set1_ps(srcDescPtr->c); __m128 pSrcStride = _mm_set1_ps(srcDescPtr->strides.hStride); omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi; @@ -802,9 +810,11 @@ RppStatus remap_bilinear_u8_u8_host_tensor(Rpp8u *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); @@ -815,7 +825,7 @@ RppStatus remap_bilinear_u8_u8_host_tensor(Rpp8u *srcPtr, #endif omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi, roiLTRB; @@ -1082,9 +1092,12 @@ RppStatus remap_bilinear_f32_f32_host_tensor(Rpp32f *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); @@ -1095,7 +1108,7 @@ RppStatus remap_bilinear_f32_f32_host_tensor(Rpp32f *srcPtr, #endif omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi, roiLTRB; @@ -1363,9 +1376,11 @@ RppStatus remap_bilinear_i8_i8_host_tensor(Rpp8s *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams , + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); @@ -1377,7 +1392,7 @@ RppStatus remap_bilinear_i8_i8_host_tensor(Rpp8s *srcPtr, #endif omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi, roiLTRB; @@ -1649,9 +1664,11 @@ RppStatus remap_bilinear_f16_f16_host_tensor(Rpp16f *srcPtr, RpptDescPtr remapTableDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, - RppLayoutParams layoutParams) + RppLayoutParams layoutParams, + rpp::Handle& handle) { RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); @@ -1663,7 +1680,7 @@ RppStatus remap_bilinear_f16_f16_host_tensor(Rpp16f *srcPtr, #endif omp_set_dynamic(0); -#pragma omp parallel for num_threads(dstDescPtr->n) +#pragma omp parallel for num_threads(numThreads) for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi, roiLTRB; diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index abd849a93..0698a29d4 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1049,7 +1049,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { @@ -1062,7 +1063,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { @@ -1075,7 +1077,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { @@ -1088,7 +1091,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } } else if(interpolationType == RpptInterpolationType::BILINEAR) @@ -1104,7 +1108,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { @@ -1117,7 +1122,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { @@ -1130,7 +1136,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { @@ -1143,7 +1150,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, tableDescPtr, roiTensorPtrSrc, roiType, - layoutParams); + layoutParams, + rpp::deref(rppHandle)); } } diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index ee7007446..3ba8d9f93 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -312,12 +312,12 @@ int main(int argc, char **argv) input_second = static_cast(calloc(inputBufferSize, 1)); output = static_cast(calloc(outputBufferSize, 1)); - Rpp32f *rowRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); - Rpp32f *colRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); - - void *d_rowRemapTable, *d_colRemapTable; - CHECK(hipMalloc(&d_rowRemapTable, ioBufferSize * sizeof(Rpp32u))); - CHECK(hipMalloc(&d_colRemapTable, ioBufferSize * sizeof(Rpp32u))); + Rpp32f *rowRemapTable, *colRemapTable; + if(testCase == 79) + { + rowRemapTable = static_cast(calloc(ioBufferSize, sizeof(Rpp32f))); + colRemapTable = static_cast(calloc(ioBufferSize, sizeof(Rpp32f))); + } // Run case-wise RPP API and measure time rppHandle_t handle; @@ -356,6 +356,14 @@ int main(int argc, char **argv) if(testCase == 82) CHECK(hipHostMalloc(&roiPtrInputCropRegion, 4 * sizeof(RpptROI))); + void *d_rowRemapTable, *d_colRemapTable; + if(testCase == 79) + { + CHECK(hipMalloc(&d_rowRemapTable, ioBufferSize * sizeof(Rpp32u))); + CHECK(hipMalloc(&d_colRemapTable, ioBufferSize * sizeof(Rpp32u))); + } + + // case-wise RPP API and measure time script for Unit and Performance test printf("\nRunning %s %d times (each time with a batch size of %d images) and computing mean statistics...", func.c_str(), numRuns, batchSize); for (int perfRunCount = 0; perfRunCount < numRuns; perfRunCount++) diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index f5e1cc30b..be78afb3f 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -310,8 +310,12 @@ int main(int argc, char **argv) input_second = static_cast(calloc(inputBufferSize, 1)); output = static_cast(calloc(outputBufferSize, 1)); - Rpp32f *rowRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); - Rpp32f *colRemapTable = (Rpp32f*) calloc(ioBufferSize, sizeof(Rpp32f)); + Rpp32f *rowRemapTable, *colRemapTable; + if(testCase == 79) + { + rowRemapTable = static_cast(calloc(ioBufferSize, sizeof(Rpp32f))); + colRemapTable = static_cast(calloc(ioBufferSize, sizeof(Rpp32f))); + } // Set the number of threads to be used by OpenMP pragma for RPP batch processing on host. // If numThreads value passed is 0, number of OpenMP threads used by RPP will be set to batch size From b69456e1c8e2b68a1202383fe92b2031bf98c6c5 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 22 Feb 2024 09:22:57 -0500 Subject: [PATCH 29/66] Add tableDescPtr into doxygen docs --- include/rppt_tensor_geometric_augmentations.h | 2 ++ 1 file changed, 2 insertions(+) diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 73cb395b6..722556421 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -494,6 +494,7 @@ RppStatus rppt_slice_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param [in] tableDescPtr table tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = F32, layout = NHWC, c = 1) * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) @@ -517,6 +518,7 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param [in] tableDescPtr table tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = F32, layout = NHWC, c = 1) * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) From 608225bd852fd813bfbd01dc0593cb403667ab64 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 23 Feb 2024 15:57:06 -0800 Subject: [PATCH 30/66] Bump rocm-docs-core[api_reference] from 0.34.2 to 0.35.0 in /docs/sphinx (#313) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.2 to 0.35.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.34.2...v0.35.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 73bd847dc..8ecbd3663 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.34.2 +rocm-docs-core[api_reference]==0.35.0 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index 77ebb5580..ea1c7619a 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.34.2 +rocm-docs-core[api-reference]==0.35.0 # via # -r requirements.in # rocm-docs-core From a7ef385e6435f8641e79f7af9d22a8f842e882ad Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 23 Feb 2024 16:08:02 -0800 Subject: [PATCH 31/66] RPP Reduction - Tensor min and Tensor max on HOST and HIP (#260) * Minor Change * Add Validation check for DST_FOLDER path * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * Add Validation checks for all options in testAllScript.sh * Add sanity check for dual Input cases Set Max Dimension and Max Image Dump Replaced Fast DCT tag with Accurate DCT * Regenerate golden outputs using accurate dct Flag Add golden outputs for some new augmentations * Fix Flip golden outputs mismatch Fix PLN3 variants mismatch in QA mode * Add MAX_BATCH_SIZE check removed Augmentations function calls for failing Qa modes code cleanup * Add crop and gamma correction augmentations code cleanup * Add comments to functions in rpp_test_suite_common.h * minor change * code cleanup * minor code changes * Change roi and Image sizes for crop augmentation * Change numIterations option to numRuns Addressed PR comments * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * Add turboJpeg header to update maxHeight and maxWidth values * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Change the performance Timings logic * Add Avx2 implementation for F32 and U8 toggle variants * minor change to support u8_f16 and u8_f32 cases * Regenerate LUT golden outputs with ACCURATE_DCT tag * Minor code changes * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * Made changes to the runTests.py in Host to remove testAllScipts.sh * Made changes to the runTests.py in HIP to remove testAllScipts.sh * Initial commit - Image min and max Reduction kernel Includes * u8 datatype for both min and max HOST Tensor of all variants. * Testsuite changes. * NWC -initial code for min max PLN3 - PLN3 * made changes to split min and max kernels seperately * splitted kernels for min and max * made changes to print final max/min in the R,G,B channels * fixed inaccuracies in min/max computation * made changes to typecast intermediate output to output requested by user added comments for the code code cleanup and minor changes in test suite * fixed build issues removed image folders used for min, max and sum reverted unwanted file changes * minor changes in test suite * removed support for unwanted test case in Tensor_hip.cpp * Adds new option roi * remove testAllScripts.sh * Adds roi Option in HIP backend * Implement f32 variants * Implement f16 and i8 datatype variants * change F32 load and store logic * Add build flags in CMakeLists.txt to set AVX/SSE flags based on the system configuration * minor code changes * Initial commit - Image sum Reduction kernel Includes u8 PLN1 -> PLN1 conversion for HOST Tensor * Implement PKD3 and PLN3 for Image sum Tensor HOST * Support i8, f16 and f32 datatypes * Initial commit - Image sum Reduction HIP kernel Includes u8 PLN1 -> PLN1 conversion for Tensor * Implement PKD3 and PLN3 for Image sum Tensor HIP * Add support in testsuite Revert normalization for i8 HOST Tensor variants * Fix HIP testsuite Remove additional blanks for 1 channel output * Modify print statement in HIP testsuite * Improve readability for testsuite outputs * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * Fix HIP to support larger inputs * optimized load and store functions for water U8 and F32 variants in host removed commented code * Cleanup * removed golden outputs for water * minor changes * Cleanup Support Reduction QA test in testsuite * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * Remove unused variables and C style casting * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * Optimize u8 datatype further * Fix static_cast * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * added rotate case with golden outputs changed generic bilinear HOST codes to match with HIP codes * Add golden output for remaining all tensor augmentations * fix python script issues * Optimize u8 and i8 datatype Uses uint and int internal processing instead of float * Fix testsuite build errors * minor change * Fix QA check * Modify api naming from image_sum to tensor_sum Includes changes for both HOST and HIP * Support HIP Backend for RICAP * change rcm and rmn golden outputs * Fix HIP pkd3->pkd3 variant * changes based on review comments * change test_suite folder to tests * Optimize u8 and i8 datatype of HIP Includes modification in naming of shared memory * minor fix * changed generic nn F32 loads using gather and setr instructions * Optimize and cleanup U8 HIP * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Fix i8 datatype variants Includes cleanup * Fix the issues with color_to_greyscale * remove the empty folder creation * reverting back the folder name change * minor change * added comments for latest changes * minor change * Improve readability and Cleanup * Fix QA for HIP Includes cleanup * resolved review comments * minor change * Modify api naming from image_ to tensor_ for HOST * Add support for QA tests * removed range check for RMN U8-F32 and U8-F16 variants changed from hipMemset to hipMemsetAsync for RMN HIP Kernel removed multiplication by 255 for stdDev in RMN HOST U8-F16 and U8-F32 variants * Modify naming of shared memory with _smem in HIP Includes cleanup * Typecast and reuse markArr for HIP U8 and I8 * Cleanup and minor optimization * minor fix * fix codacy warnings * Additional cleanup * Cleanup and move #define * Changed the complexity of if statements in runTests.py * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Codacy fixes * Fix codacy warnings * Codacy fix * Address other codacy warnings * cleanup * Change Image functions to generic * Update ricap.hpp with reference paper * resolved minor issues happened with merge * minor changes * fixed minor issue with getting profiler times * minor formatting changes * resolved build issues in test suite renamed the min and max kernel file names * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * Cmake fix to prevent warning * Fix paths in new python scripts * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * Test suite fixes after tensor_min / tensor_max HOST merge * Fix max case * QA tests fix for hip and host * naming convention changes as per new std * Substitute imagePartial with partial * Substitute imageMin/imageMax with min/max * Replace hipMemset with hipMemsetAsync, and replace hipDeviceSynchronize with hipStreamSynchronize * Use variable instead of batchCount*4 * Use post increment effectivly * Resolve codacy warnings * Additional cleanup * remove unused variable * Documentation - Bump rocm-docs-core[api_reference] from 0.28.0 to 0.29.0 in /docs/sphinx (#265) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.28.0 to 0.29.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.28.0...v0.29.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Remove auto merge boost * Spaces formatting * Bump rocm-docs-core[api_reference] from 0.29.0 to 0.30.1 in /docs/sphinx (#268) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.29.0 to 0.30.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.29.0...v0.30.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * add support for mi300 (#269) * Documentation - Bump rocm-docs-core[api_reference] from 0.30.1 to 0.30.2 in /docs/sphinx (#273) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.30.1 to 0.30.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.30.1...v0.30.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Cleanup by removing oneliner functions as inline * RPP Tensor Audio Support - To Decibels (#258) * Initial commit - Non slient region detection Includes unittest setup * Initial commit - To Decibels Includes unittest setup * Replace vectors with arrays * Cleanup * Replace Rpp64s with Rpp32s * Optimize and precompute cutOff * Fix buffer used * Fix buffer used * Additional Cleanup * Update testsuite for Audio * code cleanup * Add Readme file for Audio test suite * changes based on review comments * minor change * Remove unittest folders and updated README.md * Remove unit tests * minor change * code cleanup * added common header file for audio helper functions * removed unncessary audio wav files fixed bug in ROI updation for audio test suite resolved issue in summary generation for performance tests in python * removed log file * added doxygen support for audio * added doxygen changes for to_decibels * updated test suite support for to_decibels * minor change * removed the usage of getMax function and used std::max_element * modularized code in test suite * merge with latest changes * minor change * minor change * resolved codacy warnings * Codacy fix - Remove unused cpuTime * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * resolved issue with file_system dependency in test suite * Doxygen changes changed malloc to new in NSR kernel * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * added ctests for audio test suite for CI made changes to add more clarity on the QA Tests results * Cmake mods for ctest * HOST-only build error bugfix * added qa mode paramter to python audio script added golden output map for QA testing of Non silent region detection * minor change * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * added example for MMS calculation in comments for better understanding * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * updated info used to for running audio test suite * removed bitdepth variable from audio test suite * added more information on computing NSR outputs in the example added * Fix doxygen for decibels Also removes extra QA reference files * Fix build errors and qa tests in Audio Test suite * Remove auto-merge repeated funcs * Improve clarity on header docs * made changes based on review comments * stored golden outputs of to_decibels in binary file removed golden output text files for non silent region * removed unused parameter in verify_output function * updated list of cases supported in python script * added error handling for opening golden output file * Codacy fix and tests warning fix * Codacy fix * Codacy fix trial * codacy fix for checking boundaries of fstream --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Documentation - Bump rocm-docs-core[api_reference] from 0.30.2 to 0.30.3 in /docs/sphinx (#274) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.30.2 to 0.30.3. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.30.2...v0.30.3) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Adding issue template (#270) * Add files via upload * added ROCm v6, MI300, default component * Fix cast used in testsuite Includes minor fixes * Fix displaying f16 outputs * Optimize HOST min/max reduce function further * Fix spacing in HIP kernels * Fix PLN1 outputs for u8 and i8 datatypes of HOST backend * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Bump rocm-docs-core[api_reference] from 0.31.0 to 0.33.0 in /docs/sphinx (#294) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.31.0 to 0.33.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.31.0...v0.33.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Store reference outputs via map for min and max kernels * Update tensor_max.hpp license * Update tensor_min.hpp license * Fix output comparison check * Merge branch 'ar/opt_tensor_min_tensor_max' of https://github.com/r-abishek/rpp into sn/tensor_min_max * Modify exit condition used in outer most kernel * Modify srcIdx for HIP Tensor min * Using maximum as 255 for HIP Tensor min * Modify srcIdx for HIP Tensor max kernel Also fixes build error in testsuite * Fix corrupted outputs displayed for Tensor sum * Fix corruption issue seen with tensor sum kernel * Fix minimum for I8 Tensor max kernel * Modified HIP buffer initialization with a common function * Fix redefinition * Remove additional variables xAlignedLength * Remove unwanted xAlignedLength and xDiff * Remove redefinition of TensorSumReferenceOutputs * Fix for CI issue * Add parenthesis --------- Signed-off-by: dependabot[bot] Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Snehaa Giridharan Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: fiona-gladwin Co-authored-by: Kiriti Gowda Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Lakshmi Kumar Co-authored-by: abhimeda <138710508+abhimeda@users.noreply.github.com> --- include/rppt_tensor_statistical_operations.h | 72 ++ src/include/cpu/rpp_cpu_common.hpp | 282 +++++- src/include/cpu/rpp_cpu_simd.hpp | 28 +- src/include/hip/rpp_hip_common.hpp | 21 + .../host_tensor_statistical_operations.hpp | 2 + src/modules/cpu/kernel/tensor_max.hpp | 847 ++++++++++++++++++ src/modules/cpu/kernel/tensor_min.hpp | 845 +++++++++++++++++ .../hip/hip_tensor_statistical_operations.hpp | 5 +- src/modules/hip/kernel/tensor_max.hpp | 400 +++++++++ src/modules/hip/kernel/tensor_min.hpp | 410 +++++++++ .../rppt_tensor_statistical_operations.cpp | 256 ++++++ utilities/test_suite/HIP/Tensor_hip.cpp | 96 +- utilities/test_suite/HIP/runTests.py | 34 +- utilities/test_suite/HOST/Tensor_host.cpp | 124 ++- utilities/test_suite/HOST/runTests.py | 24 +- utilities/test_suite/README.md | 10 +- utilities/test_suite/rpp_test_suite_common.h | 43 +- 17 files changed, 3390 insertions(+), 109 deletions(-) create mode 100644 src/modules/cpu/kernel/tensor_max.hpp create mode 100644 src/modules/cpu/kernel/tensor_min.hpp create mode 100644 src/modules/hip/kernel/tensor_max.hpp create mode 100644 src/modules/hip/kernel/tensor_min.hpp diff --git a/include/rppt_tensor_statistical_operations.h b/include/rppt_tensor_statistical_operations.h index b61af9dde..3cb49a82b 100644 --- a/include/rppt_tensor_statistical_operations.h +++ b/include/rppt_tensor_statistical_operations.h @@ -78,6 +78,78 @@ RppStatus rppt_tensor_sum_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t RppStatus rppt_tensor_sum_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/*! \brief Tensor min operation on HOST backend for a NCHW/NHWC layout tensor + * \details The tensor min is a reduction operation that finds the channel-wise (R min / G min / B min) and overall min for each image in a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \param [in] srcPtr source tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] minArr destination array in HOST memory + * \param [in] minArrLength length of provided destination array (Restrictions - if srcDescPtr->c == 1 then tensorSumArrLength >= srcDescPtr->n, and if srcDescPtr->c == 3 then tensorSumArrLength >= srcDescPtr->n * 4) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) | (Restrictions - roiTensorSrc[i].xywhROI.roiWidth <= 3840 and roiTensorSrc[i].xywhROI.roiHeight <= 2160) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_tensor_min_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t minArr, Rpp32u minArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Tensor min operation on HIP backend for a NCHW/NHWC layout tensor + * \details The tensor min is a reduction operation that finds the channel-wise (R min / G min / B min) and overall min for each image in a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \param [in] srcPtr source tensor in HIP memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] minArr destination array in HIP memory + * \param [in] minArrLength length of provided destination array (Restrictions - if srcDescPtr->c == 1 then tensorSumArrLength >= srcDescPtr->n, and if srcDescPtr->c == 3 then tensorSumArrLength >= srcDescPtr->n * 4) + * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) | (Restrictions - roiTensorSrc[i].xywhROI.roiWidth <= 3840 and roiTensorSrc[i].xywhROI.roiHeight <= 2160) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_tensor_min_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMinArr, Rpp32u imageMinArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + +/*! \brief Tensor max operation on HOST backend for a NCHW/NHWC layout tensor + * \details The tensor max is a reduction operation that finds the channel-wise (R max / G max / B max) and overall max for each image in a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \param [in] srcPtr source tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] maxArr destination array in HOST memory + * \param [in] maxArrLength length of provided destination array (Restrictions - if srcDescPtr->c == 1 then tensorSumArrLength >= srcDescPtr->n, and if srcDescPtr->c == 3 then tensorSumArrLength >= srcDescPtr->n * 4) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) | (Restrictions - roiTensorSrc[i].xywhROI.roiWidth <= 3840 and roiTensorSrc[i].xywhROI.roiHeight <= 2160) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_tensor_max_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t maxArr, Rpp32u maxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Tensor max operation on HIP backend for a NCHW/NHWC layout tensor + * \details The tensor max is a reduction operation that finds the channel-wise (R max / G max / B max) and overall max for each image in a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \param [in] srcPtr source tensor in HIP memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] maxArr destination array in HIP memory + * \param [in] maxArrLength length of provided destination array (Restrictions - if srcDescPtr->c == 1 then tensorSumArrLength >= srcDescPtr->n, and if srcDescPtr->c == 3 then tensorSumArrLength >= srcDescPtr->n * 4) + * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) | (Restrictions - roiTensorSrc[i].xywhROI.roiWidth <= 3840 and roiTensorSrc[i].xywhROI.roiHeight <= 2160) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_tensor_max_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMaxArr, Rpp32u imageMaxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! @} */ diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 86391108d..1e748cc86 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -5996,4 +5996,284 @@ inline void compute_sum_24_host(__m256d *p, __m256d *pSumR, __m256d *pSumG, __m2 pSumB[0] = _mm256_add_pd(_mm256_add_pd(p[4], p[5]), pSumB[0]); //add 8B values and bring it down to 4 } -#endif //RPP_CPU_COMMON_H \ No newline at end of file +inline void reduce_min_32_host(__m256i *pMin, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + __m128i mask = _mm_set_epi8(0,1,2,3,4,5,6,8,9,10,11,12,13,14,15,7); + px[0] = _mm256_castsi256_si128(pMin[0]); + px[1] = _mm256_extracti128_si256(pMin[0], 1); + px[0] = _mm_min_epu8(px[0], px[1]); + px[1] = _mm_unpacklo_epi8(zero, px[0]); + px[0] = _mm_unpackhi_epi8(zero, px[0]); + px[0] = _mm_min_epu8(px[0], px[1]); + px[1] = _mm_unpacklo_epi16(zero, px[0]); + px[0] = _mm_unpackhi_epi16(zero, px[0]); + px[0] = _mm_min_epu16(px[0], px[1]); + px[1] = _mm_unpacklo_epi32(zero, px[0]); + px[0] = _mm_unpackhi_epi32(zero, px[0]); + px[0] = _mm_min_epu32(px[0], px[1]); + result[0] = _mm_shuffle_epi8(px[0], mask); +} + +inline void compute_min_96_host(__m256i *p1, __m256i *pMinR, __m256i *pMinG, __m256i *pMinB) +{ + pMinR[0] = _mm256_min_epu8(p1[0], pMinR[0]); //compare and store min of 32 R values into global min + pMinG[0] = _mm256_min_epu8(p1[1], pMinG[0]); //compare and store min of 32 G values into global min + pMinB[0] = _mm256_min_epu8(p1[2], pMinB[0]); //compare and store min of 32 B values into global min +} + +inline void reduce_min_96_host(__m256i *pMinR, __m256i *pMinG, __m256i *pMinB, __m128i *result) +{ + __m128i px[4]; + __m128i zero = _mm_setzero_si128(); + px[0] = _mm_min_epu8(_mm256_castsi256_si128(pMinR[0]), _mm256_extracti128_si256(pMinR[0], 1)); + px[1] = _mm_min_epu8(_mm256_castsi256_si128(pMinG[0]), _mm256_extracti128_si256(pMinG[0], 1)); + px[1] = _mm_min_epu8(_mm_unpacklo_epi8(px[0], px[1]), _mm_unpackhi_epi8(px[0], px[1])); + px[0] = _mm_min_epu8(_mm256_castsi256_si128(pMinB[0]), _mm256_extracti128_si256(pMinB[0], 1)); + px[0] = _mm_min_epu8(_mm_unpacklo_epi8(px[0], zero), _mm_unpackhi_epi8(px[0], zero)); + px[1] = _mm_min_epu8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_min_epu8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_min_epu8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void compute_min_48_host(__m128i *p1, __m128i *pMinR, __m128i *pMinG, __m128i *pMinB) +{ + pMinR[0] = _mm_min_epu8(p1[0], pMinR[0]); //compare and store min of 16 R values into global min + pMinG[0] = _mm_min_epu8(p1[1], pMinG[0]); //compare and store min of 16 G values into global min + pMinB[0] = _mm_min_epu8(p1[2], pMinB[0]); //compare and store min of 16 B values into global min +} + +inline void reduce_min_48_host(__m128i *pMinR, __m128i *pMinG, __m128i *pMinB, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + px[1] = _mm_min_epu8(_mm_unpacklo_epi8(pMinR[0], pMinG[0]), _mm_unpackhi_epi8(pMinR[0], pMinG[0])); + px[0] = _mm_min_epu8(_mm_unpacklo_epi8(pMinB[0], zero), _mm_unpackhi_epi8(pMinB[0], zero)); + px[1] = _mm_min_epu8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_min_epu8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_min_epu8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void reduce_max_32_host(__m256i *pMax, __m128i *result) +{ + __m128i px; + __m128i zero = _mm_setzero_si128(); + __m128i mask = _mm_set_epi8(0,1,2,3,4,5,6,8,9,10,11,12,13,14,15,7); + px = _mm_max_epu8(_mm256_castsi256_si128(pMax[0]), _mm256_extracti128_si256(pMax[0], 1)); + px = _mm_max_epu8(_mm_unpacklo_epi8(zero, px), _mm_unpackhi_epi8(zero, px)); + px = _mm_max_epu16(_mm_unpacklo_epi16(zero, px), _mm_unpackhi_epi16(zero, px)); + px = _mm_max_epu32(_mm_unpacklo_epi32(zero, px), _mm_unpackhi_epi32(zero, px)); + result[0] = _mm_shuffle_epi8(px, mask); +} + +inline void compute_max_96_host(__m256i *p1, __m256i *pMaxR, __m256i *pMaxG, __m256i *pMaxB) +{ + pMaxR[0] = _mm256_max_epu8(p1[0], pMaxR[0]); //compare and store max of 32 R values into global max + pMaxG[0] = _mm256_max_epu8(p1[1], pMaxG[0]); //compare and store max of 32 G values into global max + pMaxB[0] = _mm256_max_epu8(p1[2], pMaxB[0]); //compare and store max of 32 B values into global max +} + +inline void reduce_max_96_host(__m256i *pMaxR, __m256i *pMaxG, __m256i *pMaxB, __m128i *result) +{ + __m128i px[4]; + __m128i zero = _mm_setzero_si128(); + px[0] = _mm_max_epu8(_mm256_castsi256_si128(pMaxR[0]), _mm256_extracti128_si256(pMaxR[0], 1)); + px[1] = _mm_max_epu8(_mm256_castsi256_si128(pMaxG[0]), _mm256_extracti128_si256(pMaxG[0], 1)); + px[1] = _mm_max_epu8(_mm_unpacklo_epi8(px[0], px[1]), _mm_unpackhi_epi8(px[0], px[1])); + px[0] = _mm_max_epu8(_mm256_castsi256_si128(pMaxB[0]), _mm256_extracti128_si256(pMaxB[0], 1)); + px[0] = _mm_max_epu8(_mm_unpacklo_epi8(px[0], zero), _mm_unpackhi_epi8(px[0], zero)); + px[1] = _mm_max_epu8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_max_epu8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_max_epu8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void compute_max_48_host(__m128i *p1, __m128i *pMaxR, __m128i *pMaxG, __m128i *pMaxB) +{ + pMaxR[0] = _mm_max_epu8(p1[0], pMaxR[0]); //compare and store max of 16 R values into global max + pMaxG[0] = _mm_max_epu8(p1[1], pMaxG[0]); //compare and store max of 16 G values into global max + pMaxB[0] = _mm_max_epu8(p1[2], pMaxB[0]); //compare and store max of 16 B values into global max +} + +inline void reduce_max_48_host(__m128i *pMaxR, __m128i *pMaxG, __m128i *pMaxB, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + px[1] = _mm_max_epi8(_mm_unpacklo_epi8(pMaxR[0], pMaxG[0]), _mm_unpackhi_epi8(pMaxR[0], pMaxG[0])); + px[0] = _mm_max_epi8(_mm_unpacklo_epi8(pMaxB[0], zero), _mm_unpackhi_epi8(pMaxB[0], zero)); + px[1] = _mm_max_epi8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_max_epi8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_max_epi8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void compute_min_float8_host(__m256 *p1, __m256 *pMin) +{ + pMin[0] = _mm256_min_ps(p1[0], pMin[0]); //compare and store min of 8 values into global min +} + +inline void reduce_min_float8_host(__m256 *pMin, __m128 *result) +{ + __m128 px; + px = _mm_min_ps(_mm256_castps256_ps128(pMin[0]), _mm256_extractf128_ps(pMin[0], 1)); + px = _mm_min_ps(_mm_unpacklo_ps(xmm_p0, px), _mm_unpackhi_ps(xmm_p0, px)); + result[0] = _mm_shuffle_ps(px, px, 39); +} + +inline void compute_min_float24_host(__m256 *p1, __m256 *pMinR, __m256 *pMinG, __m256 *pMinB) +{ + pMinR[0] = _mm256_min_ps(p1[0], pMinR[0]); //compare and store min of 8 R values into global min + pMinG[0] = _mm256_min_ps(p1[1], pMinG[0]); //compare and store min of 8 G values into global min + pMinB[0] = _mm256_min_ps(p1[2], pMinB[0]); //compare and store min of 8 B values into global min +} + +inline void reduce_min_float24_host(__m256 *pMinR, __m256 *pMinG, __m256 *pMinB, __m256 *result) // TO CHANGE +{ + __m128 px[2]; + px[0] = _mm_min_ps(_mm256_castps256_ps128(pMinR[0]), _mm256_extractf128_ps(pMinR[0], 1)); + px[1] = _mm_min_ps(_mm256_castps256_ps128(pMinG[0]), _mm256_extractf128_ps(pMinG[0], 1)); + px[0] = _mm_min_ps(_mm_unpacklo_ps(px[0], px[1]), _mm_unpackhi_ps(px[0], px[1])); + px[0] = _mm_permute_ps(px[0], 0b11011000); + result[0] = _mm256_castps128_ps256(px[0]); + px[0] = _mm_min_ps(_mm256_castps256_ps128(pMinB[0]), _mm256_extractf128_ps(pMinB[0], 1)); + px[1] = _mm_min_ps(_mm_unpacklo_ps(px[0], xmm_p0), _mm_unpackhi_ps(px[0], xmm_p0)); + px[0] = _mm_shuffle_ps(px[1], px[1], 34); + result[0] = _mm256_insertf128_ps(result[0], px[0], 1); +} + +inline void compute_max_float8_host(__m256 *p1, __m256 *pMax) +{ + pMax[0] = _mm256_max_ps(p1[0], pMax[0]); //compare and store max of 8 values into global min +} + +inline void reduce_max_float8_host(__m256 *pMax, __m128 *result) +{ + __m128 px; + px = _mm_max_ps(_mm256_castps256_ps128(pMax[0]), _mm256_extractf128_ps(pMax[0], 1)); + px = _mm_max_ps(_mm_unpacklo_ps(xmm_p0, px), _mm_unpackhi_ps(xmm_p0, px)); + result[0] = _mm_shuffle_ps(px, px, 39); +} + +inline void compute_max_float24_host(__m256 *p1, __m256 *pMaxR, __m256 *pMaxG, __m256 *pMaxB) +{ + pMaxR[0] = _mm256_max_ps(p1[0], pMaxR[0]); //compare and store max of 8 R values into global min + pMaxG[0] = _mm256_max_ps(p1[1], pMaxG[0]); //compare and store max of 8 G values into global min + pMaxB[0] = _mm256_max_ps(p1[2], pMaxB[0]); //compare and store max of 8 B values into global min +} + +inline void reduce_max_float24_host(__m256 *pMaxR, __m256 *pMaxG, __m256 *pMaxB, __m256 *result) +{ + __m128 px[2]; + px[0] = _mm_max_ps(_mm256_castps256_ps128(pMaxR[0]), _mm256_extractf128_ps(pMaxR[0], 1)); + px[1] = _mm_max_ps(_mm256_castps256_ps128(pMaxG[0]), _mm256_extractf128_ps(pMaxG[0], 1)); + px[0] = _mm_max_ps(_mm_unpacklo_ps(px[0], px[1]), _mm_unpackhi_ps(px[0], px[1])); + px[0] = _mm_permute_ps(px[0], 0b11011000); + result[0] = _mm256_castps128_ps256(px[0]); + px[0] = _mm_max_ps(_mm256_castps256_ps128(pMaxB[0]), _mm256_extractf128_ps(pMaxB[0], 1)); + px[1] = _mm_max_ps(_mm_unpacklo_ps(px[0], xmm_p0), _mm_unpackhi_ps(px[0], xmm_p0)); + px[0] = _mm_shuffle_ps(px[1], px[1], 34); + result[0] = _mm256_insertf128_ps(result[0], px[0], 1); +} + +inline void reduce_min_i32_host(__m256i *pMin, __m128i *result) +{ + __m128i px; + __m128i zero = _mm_setzero_si128(); + __m128i mask = _mm_set_epi8(0,1,2,3,4,5,6,8,9,10,11,12,13,14,15,7); + px = _mm_min_epi8(_mm256_castsi256_si128(pMin[0]), _mm256_extracti128_si256(pMin[0], 1)); + px = _mm_min_epi8(_mm_unpacklo_epi8(zero, px), _mm_unpackhi_epi8(zero, px)); + px = _mm_min_epi16(_mm_unpacklo_epi16(zero, px), _mm_unpackhi_epi16(zero, px)); + px = _mm_min_epi32(_mm_unpacklo_epi32(zero, px), _mm_unpackhi_epi32(zero, px)); + result[0] = _mm_shuffle_epi8(px, mask); +} + +inline void compute_min_i96_host(__m256i *p1, __m256i *pMinR, __m256i *pMinG, __m256i *pMinB) +{ + pMinR[0] = _mm256_min_epi8(p1[0], pMinR[0]); //compare and store min of 32 R values into global min + pMinG[0] = _mm256_min_epi8(p1[1], pMinG[0]); //compare and store min of 32 G values into global min + pMinB[0] = _mm256_min_epi8(p1[2], pMinB[0]); //compare and store min of 32 B values into global min +} + +inline void reduce_min_i96_host(__m256i *pMinR, __m256i *pMinG, __m256i *pMinB, __m128i *result) +{ + __m128i px[4]; + __m128i zero = _mm_setzero_si128(); + px[0] = _mm_min_epi8(_mm256_castsi256_si128(pMinR[0]), _mm256_extracti128_si256(pMinR[0], 1)); + px[1] = _mm_min_epi8(_mm256_castsi256_si128(pMinG[0]), _mm256_extracti128_si256(pMinG[0], 1)); + px[1] = _mm_min_epi8(_mm_unpacklo_epi8(px[0], px[1]), _mm_unpackhi_epi8(px[0], px[1])); + px[0] = _mm_min_epi8(_mm256_castsi256_si128(pMinB[0]), _mm256_extracti128_si256(pMinB[0], 1)); + px[0] = _mm_min_epi8(_mm_unpacklo_epi8(px[0], zero), _mm_unpackhi_epi8(px[0], zero)); + px[1] = _mm_min_epi8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_min_epi8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_min_epi8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void compute_min_i48_host(__m128i *p1, __m128i *pMinR, __m128i *pMinG, __m128i *pMinB) +{ + pMinR[0] = _mm_min_epi8(p1[0], pMinR[0]); //compare and store min of 16 R values into global min + pMinG[0] = _mm_min_epi8(p1[1], pMinG[0]); //compare and store min of 16 G values into global min + pMinB[0] = _mm_min_epi8(p1[2], pMinB[0]); //compare and store min of 16 B values into global min +} + +inline void reduce_min_i48_host(__m128i *pMinR, __m128i *pMinG, __m128i *pMinB, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + px[1] = _mm_min_epi8(_mm_unpacklo_epi8(pMinR[0], pMinG[0]), _mm_unpackhi_epi8(pMinR[0], pMinG[0])); + px[0] = _mm_min_epi8(_mm_unpacklo_epi8(pMinB[0], zero), _mm_unpackhi_epi8(pMinB[0], zero)); + px[1] = _mm_min_epi8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_min_epi8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_min_epi8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void reduce_max_i32_host(__m256i *pMax, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + __m128i mask = _mm_set_epi8(0,1,2,3,4,5,6,8,9,10,11,12,13,14,15,7); + px[0] = _mm_max_epi8(_mm256_castsi256_si128(pMax[0]), _mm256_extracti128_si256(pMax[0], 1)); + px[0] = _mm_max_epi8(_mm_unpacklo_epi8(zero, px[0]), _mm_unpackhi_epi8(zero, px[0])); + px[0] = _mm_max_epi16(_mm_unpacklo_epi16(zero, px[0]), _mm_unpackhi_epi16(zero, px[0])); + px[0] = _mm_max_epi32(_mm_unpacklo_epi32(zero, px[0]), _mm_unpackhi_epi32(zero, px[0])); + result[0] = _mm_shuffle_epi8(px[0], mask); +} + +inline void compute_max_i96_host(__m256i *p1, __m256i *pMaxR, __m256i *pMaxG, __m256i *pMaxB) +{ + pMaxR[0] = _mm256_max_epi8(p1[0], pMaxR[0]); //compare and store max of 32 R values into global max + pMaxG[0] = _mm256_max_epi8(p1[1], pMaxG[0]); //compare and store max of 32 G values into global max + pMaxB[0] = _mm256_max_epi8(p1[2], pMaxB[0]); //compare and store max of 32 B values into global max +} + +inline void reduce_max_i96_host(__m256i *pMaxR, __m256i *pMaxG, __m256i *pMaxB, __m128i *result) +{ + __m128i px[4]; + __m128i zero = _mm_setzero_si128(); + px[0] = _mm_max_epi8(_mm256_castsi256_si128(pMaxR[0]), _mm256_extracti128_si256(pMaxR[0], 1)); + px[1] = _mm_max_epi8(_mm256_castsi256_si128(pMaxG[0]), _mm256_extracti128_si256(pMaxG[0], 1)); + px[1] = _mm_max_epi8(_mm_unpacklo_epi8(px[0], px[1]), _mm_unpackhi_epi8(px[0], px[1])); + px[0] = _mm_max_epi8(_mm256_castsi256_si128(pMaxB[0]), _mm256_extracti128_si256(pMaxB[0], 1)); + px[0] = _mm_max_epi8(_mm_unpacklo_epi8(px[0], zero), _mm_unpackhi_epi8(px[0], zero)); + px[1] = _mm_max_epi8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_max_epi8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_max_epi8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +inline void compute_max_i48_host(__m128i *p1, __m128i *pMaxR, __m128i *pMaxG, __m128i *pMaxB) +{ + pMaxR[0] = _mm_max_epi8(p1[0], pMaxR[0]); //compare and store max of 16 R values into global max + pMaxG[0] = _mm_max_epi8(p1[1], pMaxG[0]); //compare and store max of 16 G values into global max + pMaxB[0] = _mm_max_epi8(p1[2], pMaxB[0]); //compare and store max of 16 B values into global max +} + +inline void reduce_max_i48_host(__m128i *pMaxR, __m128i *pMaxG, __m128i *pMaxB, __m128i *result) +{ + __m128i px[2]; + __m128i zero = _mm_setzero_si128(); + px[1] = _mm_max_epi8(_mm_unpacklo_epi8(pMaxR[0], pMaxG[0]), _mm_unpackhi_epi8(pMaxR[0], pMaxG[0])); + px[0] = _mm_max_epi8(_mm_unpacklo_epi8(pMaxB[0], zero), _mm_unpackhi_epi8(pMaxB[0], zero)); + px[1] = _mm_max_epi8(_mm_unpacklo_epi16(px[1], px[0]), _mm_unpackhi_epi16(px[1], px[0])); + px[0] = _mm_max_epi8(_mm_unpacklo_epi32(px[1], zero), _mm_unpackhi_epi32(px[1], zero)); + result[0] = _mm_max_epi8(_mm_unpacklo_epi64(px[0], zero), _mm_unpackhi_epi64(px[0], zero)); +} + +#endif //RPP_CPU_COMMON_H diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index ff30de027..d03ec0e79 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -75,7 +75,7 @@ typedef union #define SIMD_GET_PS(name) (*(const __m128 *)_xmm_const_##name) -const __m128 xmm_p0 = _mm_set1_ps(0.0f); +const __m128 xmm_p0 = _mm_setzero_ps(); const __m128 xmm_p1 = _mm_set1_ps(1.0f); const __m128 xmm_p2 = _mm_set1_ps(2.0f); const __m128 xmm_pm2 = _mm_set1_ps(-2.0f); @@ -243,7 +243,7 @@ inline void rpp_mm256_print_epi8(__m256i vPrintArray) printf("\n"); for (int ct = 0; ct < 32; ct++) { - printf("%d ", printArray[ct]); + printf("%d ", (unsigned char)printArray[ct]); } } @@ -1271,6 +1271,20 @@ inline void rpp_load16_u8_to_u32_avx(Rpp8u *srcPtr, __m256i *p) p[1] = _mm256_setr_m128i(_mm_shuffle_epi8(px, xmm_pxMask08To11), _mm_shuffle_epi8(px, xmm_pxMask12To15)); /* Contains pixels 09-16 */ } +inline void rpp_load96_u8_avx(Rpp8u *srcPtrR, Rpp8u *srcPtrG, Rpp8u *srcPtrB, __m256i *p) +{ + p[0] = _mm256_loadu_si256((__m256i *)srcPtrR); + p[1] = _mm256_loadu_si256((__m256i *)srcPtrG); + p[2] = _mm256_loadu_si256((__m256i *)srcPtrB); +} + +inline void rpp_load96_i8_avx(Rpp8s *srcPtrR, Rpp8s *srcPtrG, Rpp8s *srcPtrB, __m256i *p) +{ + p[0] = _mm256_load_si256((__m256i *)srcPtrR); + p[1] = _mm256_load_si256((__m256i *)srcPtrG); + p[2] = _mm256_load_si256((__m256i *)srcPtrB); +} + inline void rpp_load24_f32pkd3_to_f32pln3_avx(Rpp32f *srcPtr, __m256 *p) { __m128 p128[8]; @@ -1478,6 +1492,16 @@ inline void rpp_store4_f64_to_f64_avx(Rpp64f *dstPtr, __m256d *p) _mm256_storeu_pd(dstPtr, p[0]); } +inline void rpp_store16_u8_to_u8(Rpp8u *dstPtr, __m128i *p) +{ + _mm_storeu_si128((__m128i *)dstPtr, p[0]); +} + +inline void rpp_store16_i8(Rpp8s *dstPtr, __m128i *p) +{ + _mm_store_si128((__m128i *)dstPtr, p[0]); +} + inline void rpp_store8_f32_to_f16_avx(Rpp16f *dstPtr, __m256 *p) { __m128i px128 = _mm256_cvtps_ph(p[0], _MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC); diff --git a/src/include/hip/rpp_hip_common.hpp b/src/include/hip/rpp_hip_common.hpp index a7412aa2d..d9c0ce02d 100644 --- a/src/include/hip/rpp_hip_common.hpp +++ b/src/include/hip/rpp_hip_common.hpp @@ -184,6 +184,13 @@ inline void generate_gaussian_kernel_gpu(Rpp32f stdDev, Rpp32f* kernel, Rpp32u k } } +// Retrieve Min and Max given a datatype + +inline void getImageBitDepthMinMax(uchar *srcPtr, float2 *bitDepthMinMax_f2) { *bitDepthMinMax_f2 = make_float2(0, 255); } +inline void getImageBitDepthMinMax(float *srcPtr, float2 *bitDepthMinMax_f2) { *bitDepthMinMax_f2 = make_float2(0, 255); } +inline void getImageBitDepthMinMax(half *srcPtr, float2 *bitDepthMinMax_f2) { *bitDepthMinMax_f2 = make_float2(0, 255); } +inline void getImageBitDepthMinMax(schar *srcPtr, float2 *bitDepthMinMax_f2) { *bitDepthMinMax_f2 = make_float2(-128, 127); } + /******************** DEVICE FUNCTIONS ********************/ // -------------------- Set 0 - Range checks and Range adjustment -------------------- @@ -1560,6 +1567,20 @@ __device__ __forceinline__ void rpp_hip_load24_pkd3_to_int24_pln3(schar *srcPtr, // /******************** DEVICE MATH HELPER FUNCTIONS ********************/ +// float8 min + +__device__ __forceinline__ void rpp_hip_math_min8(d_float8 *srcPtr_f8, float *dstPtr) +{ + *dstPtr = fminf(fminf(fminf(fminf(fminf(fminf(fminf(srcPtr_f8->f1[0], srcPtr_f8->f1[1]), srcPtr_f8->f1[2]), srcPtr_f8->f1[3]), srcPtr_f8->f1[4]), srcPtr_f8->f1[5]), srcPtr_f8->f1[6]), srcPtr_f8->f1[7]); +} + +// float8 max + +__device__ __forceinline__ void rpp_hip_math_max8(d_float8 *srcPtr_f8, float *dstPtr) +{ + *dstPtr = fmaxf(fmaxf(fmaxf(fmaxf(fmaxf(fmaxf(fmaxf(srcPtr_f8->f1[0], srcPtr_f8->f1[1]), srcPtr_f8->f1[2]), srcPtr_f8->f1[3]), srcPtr_f8->f1[4]), srcPtr_f8->f1[5]), srcPtr_f8->f1[6]), srcPtr_f8->f1[7]); +} + // d_float16 floor __device__ __forceinline__ void rpp_hip_math_floor16(d_float16 *srcPtr_f16, d_float16 *dstPtr_f16) diff --git a/src/modules/cpu/host_tensor_statistical_operations.hpp b/src/modules/cpu/host_tensor_statistical_operations.hpp index dae3e6236..32b8b62b5 100644 --- a/src/modules/cpu/host_tensor_statistical_operations.hpp +++ b/src/modules/cpu/host_tensor_statistical_operations.hpp @@ -26,5 +26,7 @@ SOFTWARE. #define HOST_TENSOR_STATISTICAL_OPERATIONS_HPP #include "kernel/tensor_sum.hpp" +#include "kernel/tensor_min.hpp" +#include "kernel/tensor_max.hpp" #endif // HOST_TENSOR_STATISTICAL_OPERATIONS_HPP \ No newline at end of file diff --git a/src/modules/cpu/kernel/tensor_max.hpp b/src/modules/cpu/kernel/tensor_max.hpp new file mode 100644 index 000000000..0380f4ef6 --- /dev/null +++ b/src/modules/cpu/kernel/tensor_max.hpp @@ -0,0 +1,847 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus tensor_max_u8_u8_host(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *maxArr, + Rpp32u maxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8u *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8u *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 96) * 96; + Rpp32u vectorIncrement = 96; + Rpp32u vectorIncrementPerChannel = 32; + + // Tensor max 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp8u max = 0; + Rpp8u resultAvx[16]; + + Rpp8u *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256i pMax = _mm256_setzero_si256(); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256i p1 = _mm256_loadu_si256((__m256i *)srcPtrTemp); + pMax = _mm256_max_epu8(p1, pMax); //compare and store max of 32 values into global max + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + max = std::max(*srcPtrTemp++, max); + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_32_host(&pMax, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + max = std::max(resultAvx[0], max); +#endif + maxArr[batchCount] = max; + } + // Tensor max 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp8u maxC = 0, maxR = 0, maxG = 0, maxB = 0; + Rpp8u resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256i pMaxR = _mm256_setzero_si256(); + __m256i pMaxG = pMaxR; + __m256i pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256i p[3]; + rpp_simd_load(rpp_load96_u8_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_max_96_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + maxR = std::max(*srcPtrTempR++, maxR); + maxG = std::max(*srcPtrTempG++, maxG); + maxB = std::max(*srcPtrTempB++, maxB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_96_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + maxR = std::max(resultAvx[0], maxR); + maxG = std::max(resultAvx[1], maxG); + maxB = std::max(resultAvx[2], maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + + // Tensor max 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp8u maxC = 0, maxR = 0, maxG = 0, maxB = 0; + Rpp8u resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtrRow; + srcPtrRow = srcPtrChannel; + + __m128i pMaxR = _mm_setzero_si128(); + __m128i pMaxG = pMaxR; + __m128i pMaxB = pMaxR; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i p[3]; + rpp_simd_load(rpp_load48_u8pkd3_to_u8pln3, srcPtrTemp, p); + compute_max_48_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + maxR = std::max(srcPtrTemp[0], maxR); + maxG = std::max(srcPtrTemp[1], maxG); + maxB = std::max(srcPtrTemp[2], maxB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_48_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + maxR = std::max(resultAvx[0], maxR); + maxG = std::max(resultAvx[1], maxG); + maxB = std::max(resultAvx[2], maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_max_f32_f32_host(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *maxArr, + Rpp32u maxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp32f *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + + // Tensor max 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp32f max = 0.0; + Rpp32f resultAvx[4]; + + Rpp32f *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256 pMax = _mm256_setzero_ps(); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p1; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp, &p1); + compute_max_float8_host(&p1, &pMax); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + max = std::max(*srcPtrTemp++, max); + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128 result; + reduce_max_float8_host(&pMax, &result); + rpp_simd_store(rpp_store4_f32_to_f32, resultAvx, &result); + max = std::max(std::max(resultAvx[0], resultAvx[1]), max); +#endif + maxArr[batchCount] = max; + } + + // Tensor max 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32f maxC = 0.0, maxR = 0.0, maxG = 0.0, maxB = 0.0; + Rpp32f resultAvx[8]; + + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256 pMaxR = _mm256_setzero_ps(); + __m256 pMaxG = pMaxR; + __m256 pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_max_float24_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + maxR = std::max(*srcPtrTempR++, maxR); + maxG = std::max(*srcPtrTempG++, maxG); + maxB = std::max(*srcPtrTempB++, maxB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_max_float24_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + maxR = std::max(std::max(resultAvx[0], resultAvx[1]), maxR); + maxG = std::max(std::max(resultAvx[2], resultAvx[3]), maxG); + maxB = std::max(std::max(resultAvx[4], resultAvx[5]), maxB); +#endif + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + + // Tensor max 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32f maxC = 0.0, maxR = 0.0, maxG = 0.0, maxB = 0.0; + Rpp32f resultAvx[8]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrRow; + srcPtrRow = srcPtrChannel; + +#if __AVX2__ + __m256 pMaxR = _mm256_setzero_ps(); + __m256 pMaxG = pMaxR; + __m256 pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); + compute_max_float24_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + maxR = std::max(srcPtrTemp[0], maxR); + maxG = std::max(srcPtrTemp[1], maxG); + maxB = std::max(srcPtrTemp[2], maxB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_max_float24_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + maxR = std::max(std::max(resultAvx[0], resultAvx[1]), maxR); + maxG = std::max(std::max(resultAvx[2], resultAvx[3]), maxG); + maxB = std::max(std::max(resultAvx[4], resultAvx[5]), maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_max_f16_f16_host(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *maxArr, + Rpp32u maxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp16f *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp16f *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + + // Tensor max 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp32f max = 0.0; + Rpp32f resultAvx[4]; + + Rpp16f *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256 pMax = _mm256_setzero_ps(); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtrTemp_ps[8]; + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p1; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp_ps, &p1); + compute_max_float8_host(&p1, &pMax); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + max = std::max((Rpp32f)*srcPtrTemp++, max); + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128 result; + reduce_max_float8_host(&pMax, &result); + rpp_simd_store(rpp_store4_f32_to_f32, resultAvx, &result); + max = std::max(std::max(resultAvx[0], resultAvx[1]), max); +#endif + maxArr[batchCount] = (Rpp16f)max; + } + + // Tensor max 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32f maxC = 0.0, maxR = 0.0, maxG = 0.0, maxB = 0.0; + Rpp32f resultAvx[8]; + + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256 pMaxR = _mm256_setzero_ps(); + __m256 pMaxG = pMaxR; + __m256 pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); + compute_max_float24_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + maxR = std::max((Rpp32f)*srcPtrTempR++, maxR); + maxG = std::max((Rpp32f)*srcPtrTempG++, maxG); + maxB = std::max((Rpp32f)*srcPtrTempB++, maxB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_max_float24_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + maxR = std::max(std::max(resultAvx[0], resultAvx[1]), maxR); + maxG = std::max(std::max(resultAvx[2], resultAvx[3]), maxG); + maxB = std::max(std::max(resultAvx[4], resultAvx[5]), maxB); + +#endif + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = (Rpp16f)maxR; + maxArr[maxArrIndex + 1] = (Rpp16f)maxG; + maxArr[maxArrIndex + 2] = (Rpp16f)maxB; + maxArr[maxArrIndex + 3] = (Rpp16f)maxC; + } + + // Tensor max 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32f maxC = 0.0, maxR = 0.0, maxG = 0.0, maxB = 0.0; + Rpp32f resultAvx[8]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp16f *srcPtrRow; + srcPtrRow = srcPtrChannel; + +#if __AVX2__ + __m256 pMaxR = _mm256_setzero_ps(); + __m256 pMaxG = pMaxR; + __m256 pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtrTemp_ps[24]; + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); + compute_max_float24_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + maxR = std::max((Rpp32f)srcPtrTemp[0], maxR); + maxG = std::max((Rpp32f)srcPtrTemp[1], maxG); + maxB = std::max((Rpp32f)srcPtrTemp[2], maxB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_max_float24_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + maxR = std::max(std::max(resultAvx[0], resultAvx[1]), maxR); + maxG = std::max(std::max(resultAvx[2], resultAvx[3]), maxG); + maxB = std::max(std::max(resultAvx[4], resultAvx[5]), maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = (Rpp16f)maxR; + maxArr[maxArrIndex + 1] = (Rpp16f)maxG; + maxArr[maxArrIndex + 2] = (Rpp16f)maxB; + maxArr[maxArrIndex + 3] = (Rpp16f)maxC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_max_i8_i8_host(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *maxArr, + Rpp32u maxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8s *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8s *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 96) * 96; + Rpp32u vectorIncrement = 96; + Rpp32u vectorIncrementPerChannel = 32; + + // Tensor max 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp8s max = INT8_MIN; + Rpp8s resultAvx[16]; + + Rpp8s *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256i pMax = _mm256_set1_epi8(INT8_MIN); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256i p1 = _mm256_load_si256((__m256i *)srcPtrTemp); + pMax = _mm256_max_epi8(p1, pMax); //compare and store max of 32 values into global max + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + max = std::max(*srcPtrTemp++, max); + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_i32_host(&pMax, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + max = std::max(resultAvx[0], max); +#endif + maxArr[batchCount] = max; + } + // Tensor max 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp8s maxC = INT8_MIN, maxR = INT8_MIN, maxG = INT8_MIN, maxB = INT8_MIN; + Rpp8s resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256i pMaxR = _mm256_set1_epi8(INT8_MIN); + __m256i pMaxG = pMaxR; + __m256i pMaxB = pMaxR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256i p[3]; + rpp_simd_load(rpp_load96_i8_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_max_i96_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + maxR = std::max(*srcPtrTempR++, maxR); + maxG = std::max(*srcPtrTempG++, maxG); + maxB = std::max(*srcPtrTempB++, maxB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_i96_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + maxR = std::max(resultAvx[0], maxR); + maxG = std::max(resultAvx[1], maxG); + maxB = std::max(resultAvx[2], maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + + // Tensor max 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u maxArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp8s maxC = INT8_MIN, maxR = INT8_MIN, maxG = INT8_MIN, maxB = INT8_MIN; + Rpp8s resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8s *srcPtrRow; + srcPtrRow = srcPtrChannel; + + __m128i pMaxR = _mm_set1_epi8(INT8_MIN); + __m128i pMaxG = pMaxR; + __m128i pMaxB = pMaxR; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i p[3]; + rpp_simd_load(rpp_load48_i8pkd3_to_i8pln3, srcPtrTemp, p); + compute_max_i48_host(p, &pMaxR, &pMaxG, &pMaxB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + maxR = std::max(srcPtrTemp[0], maxR); + maxG = std::max(srcPtrTemp[1], maxG); + maxB = std::max(srcPtrTemp[2], maxB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_max_i48_host(&pMaxR, &pMaxG, &pMaxB, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + maxR = std::max(resultAvx[0], maxR); + maxG = std::max(resultAvx[1], maxG); + maxB = std::max(resultAvx[2], maxB); +#endif + } + maxC = std::max(std::max(maxR, maxG), maxB); + maxArr[maxArrIndex] = maxR; + maxArr[maxArrIndex + 1] = maxG; + maxArr[maxArrIndex + 2] = maxB; + maxArr[maxArrIndex + 3] = maxC; + } + } + return RPP_SUCCESS; +} diff --git a/src/modules/cpu/kernel/tensor_min.hpp b/src/modules/cpu/kernel/tensor_min.hpp new file mode 100644 index 000000000..15b9b77ba --- /dev/null +++ b/src/modules/cpu/kernel/tensor_min.hpp @@ -0,0 +1,845 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus tensor_min_u8_u8_host(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *minArr, + Rpp32u minArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8u *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8u *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 96) * 96; + Rpp32u vectorIncrement = 96; + Rpp32u vectorIncrementPerChannel = 32; + + // Tensor min 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp8u min = 255; + Rpp8u resultAvx[16]; + + Rpp8u *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256i pMin = _mm256_set1_epi8((char)255); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256i p1 = _mm256_loadu_si256((__m256i *)srcPtrTemp); + pMin = _mm256_min_epu8(p1, pMin); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + min = std::min(*srcPtrTemp++, min); + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_min_32_host(&pMin, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + min = std::min(std::min(resultAvx[0], resultAvx[1]), min); +#endif + minArr[batchCount] = min; + } + + // Tensor min 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp8u minC = 255, minR = 255, minG = 255, minB = 255; + Rpp8u resultAvx[16]; + + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256i pMinR = _mm256_set1_epi8((char)255); + __m256i pMinG = pMinR; + __m256i pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256i p[3]; + rpp_simd_load(rpp_load96_u8_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_min_96_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + minR = std::min(*srcPtrTempR++, minR); + minG = std::min(*srcPtrTempG++, minG); + minB = std::min(*srcPtrTempB++, minB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_min_96_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + minR = std::min(resultAvx[0], minR); + minG = std::min(resultAvx[1], minG); + minB = std::min(resultAvx[2], minB); +#endif + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + + // Tensor min 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp8u minC = 255, minR = 255, minG = 255, minB = 255; + Rpp8u resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtrRow; + srcPtrRow = srcPtrChannel; + + __m128i pMinR = _mm_set1_epi8((char)255); + __m128i pMinG = pMinR; + __m128i pMinB = pMinR; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; + + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i p[3]; + rpp_simd_load(rpp_load48_u8pkd3_to_u8pln3, srcPtrTemp, p); + compute_min_48_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTemp += vectorIncrement; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + minR = std::min(srcPtrTemp[0], minR); + minG = std::min(srcPtrTemp[1], minG); + minB = std::min(srcPtrTemp[2], minB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } + + __m128i result; + reduce_min_48_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store16_u8_to_u8, resultAvx, &result); + + minR = std::min(resultAvx[0], minR); + minG = std::min(resultAvx[1], minG); + minB = std::min(resultAvx[2], minB); + } + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_min_f32_f32_host(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *minArr, + Rpp32u minArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp32f *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + + // Tensor min 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp32f min = 255.0; + Rpp32f resultAvx[4]; + + Rpp32f *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256 pMin = _mm256_set1_ps(255.0); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p1; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp, &p1); + compute_min_float8_host(&p1, &pMin); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + min = std::min(*srcPtrTemp++, min); + } + srcPtrRow += srcDescPtr->strides.hStride; + } + +#if __AVX2__ + __m128 result; + reduce_min_float8_host(&pMin, &result); + rpp_simd_store(rpp_store4_f32_to_f32, resultAvx, &result); + min = std::min(std::min(resultAvx[0], resultAvx[1]), min); +#endif + minArr[batchCount] = min; + } + + // Tensor min 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32f minC = 255.0, minR = 255.0, minG = 255.0, minB = 255.0; + Rpp32f resultAvx[8]; + + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256 pMinR = _mm256_set1_ps(255.0); + __m256 pMinG = pMinR; + __m256 pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_min_float24_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + minR = std::min(*srcPtrTempR++, minR); + minG = std::min(*srcPtrTempG++, minG); + minB = std::min(*srcPtrTempB++, minB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_min_float24_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + minR = std::min(std::min(resultAvx[0], resultAvx[1]), minR); + minG = std::min(std::min(resultAvx[2], resultAvx[3]), minG); + minB = std::min(std::min(resultAvx[4], resultAvx[5]), minB); +#endif + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + + // Tensor min 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32f minC = 255.0, minR = 255.0, minG = 255.0, minB = 255.0; + Rpp32f resultAvx[8]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrRow; + srcPtrRow = srcPtrChannel; + +#if __AVX2__ + __m256 pMinR = _mm256_set1_ps(255.0); + __m256 pMinG = pMinR; + __m256 pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); + compute_min_float24_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + minR = std::min(srcPtrTemp[0], minR); + minG = std::min(srcPtrTemp[1], minG); + minB = std::min(srcPtrTemp[2], minB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } + +#if __AVX2__ + __m256 result; + reduce_min_float24_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + minR = std::min(std::min(resultAvx[0], resultAvx[1]), minR); + minG = std::min(std::min(resultAvx[2], resultAvx[3]), minG); + minB = std::min(std::min(resultAvx[4], resultAvx[5]), minB); +#endif + } + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_min_f16_f16_host(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *minArr, + Rpp32u minArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp16f *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp16f *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + + // Tensor min 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp32f min = 255.0; + Rpp32f resultAvx[4]; + + Rpp16f *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256 pMin = _mm256_set1_ps(255.0); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtrTemp_ps[8]; + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p1; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp_ps, &p1); + compute_min_float8_host(&p1, &pMin); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + min = std::min((Rpp32f)*srcPtrTemp++, min); + } + srcPtrRow += srcDescPtr->strides.hStride; + } + +#if __AVX2__ + __m128 result; + reduce_min_float8_host(&pMin, &result); + rpp_simd_store(rpp_store4_f32_to_f32, resultAvx, &result); + min = std::min(std::min(resultAvx[0], resultAvx[1]), min); +#endif + minArr[batchCount] = (Rpp16f) min; + } + + // Tensor min 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32f minC = 255.0, minR = 255.0, minG = 255.0, minB = 255.0; + Rpp32f resultAvx[8]; + + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256 pMinR = _mm256_set1_ps(255.0); + __m256 pMinG = pMinR; + __m256 pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + for(int cnt = 0; cnt < vectorIncrementPerChannel; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); + compute_min_float24_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + minR = std::min((Rpp32f)*srcPtrTempR++, minR); + minG = std::min((Rpp32f)*srcPtrTempG++, minG); + minB = std::min((Rpp32f)*srcPtrTempB++, minB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m256 result; + reduce_min_float24_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + minR = std::min(std::min(resultAvx[0], resultAvx[1]), minR); + minG = std::min(std::min(resultAvx[2], resultAvx[3]), minG); + minB = std::min(std::min(resultAvx[4], resultAvx[5]), minB); +#endif + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = (Rpp16f) minR; + minArr[minArrIndex + 1] = (Rpp16f) minG; + minArr[minArrIndex + 2] = (Rpp16f) minB; + minArr[minArrIndex + 3] = (Rpp16f) minC; + } + + // Tensor min 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 24) * 24; + Rpp32u vectorIncrement = 24; + Rpp32f minC = 255.0, minR = 255.0, minG = 255.0, minB = 255.0; + Rpp32f resultAvx[8]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp16f *srcPtrRow; + srcPtrRow = srcPtrChannel; + +#if __AVX2__ + __m256 pMinR = _mm256_set1_ps(255.0); + __m256 pMinG = pMinR; + __m256 pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + Rpp32f srcPtrTemp_ps[24]; + for(int cnt = 0; cnt < vectorIncrement; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); + compute_min_float24_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + minR = std::min((Rpp32f)srcPtrTemp[0], minR); + minG = std::min((Rpp32f)srcPtrTemp[1], minG); + minB = std::min((Rpp32f)srcPtrTemp[2], minB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } + +#if __AVX2__ + __m256 result; + reduce_min_float24_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store8_f32_to_f32_avx, resultAvx, &result); + + minR = std::min(std::min(resultAvx[0], resultAvx[1]), minR); + minG = std::min(std::min(resultAvx[2], resultAvx[3]), minG); + minB = std::min(std::min(resultAvx[4], resultAvx[5]), minB); +#endif + } + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = (Rpp16f) minR; + minArr[minArrIndex + 1] = (Rpp16f) minG; + minArr[minArrIndex + 2] = (Rpp16f) minB; + minArr[minArrIndex + 3] = (Rpp16f) minC; + } + } + return RPP_SUCCESS; +} + +RppStatus tensor_min_i8_i8_host(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *minArr, + Rpp32u minArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(srcDescPtr->n) + for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8s *srcPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp8s *srcPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + + Rpp32u alignedLength = (bufferLength / 96) * 96; + Rpp32u vectorIncrement = 96; + Rpp32u vectorIncrementPerChannel = 32; + + // Tensor min 1 channel (NCHW) + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + vectorIncrement = vectorIncrementPerChannel; + Rpp8s min = 127; + Rpp8s resultAvx[16]; + + Rpp8s *srcPtrRow; + srcPtrRow = srcPtrChannel; +#if __AVX2__ + __m256i pMin = _mm256_set1_epi8((char)127); +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256i p1 = _mm256_load_si256((__m256i *)srcPtrTemp); + pMin = _mm256_min_epi8(p1, pMin); //compare and store min of 32 values into global min + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + min = std::min((*srcPtrTemp++), min); + } + srcPtrRow += srcDescPtr->strides.hStride; + } + +#if __AVX2__ + __m128i result; + reduce_min_i32_host(&pMin, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + min = std::min(std::min(resultAvx[0], resultAvx[1]), min); +#endif + minArr[batchCount] = min; + } + + // Tensor min 3 channel (NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp8s minC = 127, minR = 127, minG = 127, minB = 127; + Rpp8s resultAvx[16]; + + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; +#if __AVX2__ + __m256i pMinR = _mm256_set1_epi8((char)127); + __m256i pMinG = pMinR; + __m256i pMinB = pMinR; +#endif + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256i p[3]; + rpp_simd_load(rpp_load96_i8_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); + compute_min_i96_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTempR += vectorIncrementPerChannel; + srcPtrTempG += vectorIncrementPerChannel; + srcPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + minR = std::min(*srcPtrTempR++, minR); + minG = std::min(*srcPtrTempG++, minG); + minB = std::min(*srcPtrTempB++, minB); + } + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_min_i96_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + minR = std::min(resultAvx[0], minR); + minG = std::min(resultAvx[1], minG); + minB = std::min(resultAvx[2], minB); +#endif + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + + // Tensor min 3 channel (NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u minArrIndex = batchCount * 4; + Rpp32u alignedLength = (bufferLength / 48) * 48; + Rpp32u vectorIncrement = 48; + Rpp8s minC = 127, minR = 127, minG = 127, minB = 127; + Rpp8s resultAvx[16]; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8s *srcPtrRow; + srcPtrRow = srcPtrChannel; + + __m128i pMinR = _mm_set1_epi8((char)127); + __m128i pMinG = pMinR; + __m128i pMinB = pMinR; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp; + srcPtrTemp = srcPtrRow; + + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m128i p[3]; + rpp_simd_load(rpp_load48_i8pkd3_to_i8pln3, srcPtrTemp, p); + compute_min_i48_host(p, &pMinR, &pMinG, &pMinB); + + srcPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + minR = std::min(srcPtrTemp[0], minR); + minG = std::min(srcPtrTemp[1], minG); + minB = std::min(srcPtrTemp[2], minB); + srcPtrTemp += 3; + } + srcPtrRow += srcDescPtr->strides.hStride; + } +#if __AVX2__ + __m128i result; + reduce_min_i48_host(&pMinR, &pMinG, &pMinB, &result); + rpp_simd_store(rpp_store16_i8, resultAvx, &result); + + minR = std::min(resultAvx[0], minR); + minG = std::min(resultAvx[1], minG); + minB = std::min(resultAvx[2], minB); +#endif + } + minC = std::min(std::min(minR, minG), minB); + minArr[minArrIndex] = minR; + minArr[minArrIndex + 1] = minG; + minArr[minArrIndex + 2] = minB; + minArr[minArrIndex + 3] = minC; + } + } + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_statistical_operations.hpp b/src/modules/hip/hip_tensor_statistical_operations.hpp index 328a232a1..c79e0a951 100644 --- a/src/modules/hip/hip_tensor_statistical_operations.hpp +++ b/src/modules/hip/hip_tensor_statistical_operations.hpp @@ -23,8 +23,9 @@ SOFTWARE. */ #ifndef HIP_TENSOR_STATISTICAL_OPERATIONS_HPP -#define HIP_TENSOR_STATISTICAL_OPERATIONS_HPP #include "kernel/tensor_sum.hpp" +#include "kernel/tensor_min.hpp" +#include "kernel/tensor_max.hpp" -#endif // HIP_TENSOR_STATISTICAL_OPERATIONS_HPP \ No newline at end of file +#endif // HIP_TENSOR_STATISTICAL_OPERATIONS_HPP diff --git a/src/modules/hip/kernel/tensor_max.hpp b/src/modules/hip/kernel/tensor_max.hpp new file mode 100644 index 000000000..b47fce024 --- /dev/null +++ b/src/modules/hip/kernel/tensor_max.hpp @@ -0,0 +1,400 @@ +#include +#include "rpp_hip_common.hpp" + +// -------------------- Set 0 - Reduction Stage 2 -------------------- + +template +__global__ void tensor_max_grid_3channel_result_hip(float *srcPtr, + uint xBufferLength, + T *dstPtr) +{ + int id_x = hipThreadIdx_x * 8; + int id_z = hipBlockIdx_z; + + __shared__ float partialRMax_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + __shared__ float partialGMax_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + __shared__ float partialBMax_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + + uint srcIdx = (id_z * xBufferLength) * 3; + partialRMax_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start of R channel using all 256 x 1 threads + partialGMax_smem[hipThreadIdx_x] = srcPtr[srcIdx + 1]; // initialization of LDS for G channel to start of G channel using all 256 x 1 threads + partialBMax_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2]; // initialization of LDS for B channel to start of B channel using all 256 x 1 threads + + if (id_x >= xBufferLength) + return; + + srcIdx += id_x * 3; + + if (id_x + 8 > xBufferLength) + srcIdx -= ((8 - (xBufferLength - (xBufferLength & ~7))) * 3); // using difference between bufferLength and alignedLength, where alignedLength = (xBufferLength & ~7) + + d_float24 src_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); // load 24 pixels to local mmemory + + rpp_hip_math_max8(&src_f24.f8[0], &partialRMax_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[1], &partialGMax_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[2], &partialBMax_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after max compute + + // Reduction of 256 floats on 256 threads per block in x dimension + for (int threadMax = 128; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMax_smem[hipThreadIdx_x] = fmaxf(partialRMax_smem[hipThreadIdx_x], partialRMax_smem[hipThreadIdx_x + threadMax]); + partialGMax_smem[hipThreadIdx_x] = fmaxf(partialGMax_smem[hipThreadIdx_x], partialGMax_smem[hipThreadIdx_x + threadMax]); + partialBMax_smem[hipThreadIdx_x] = fmaxf(partialBMax_smem[hipThreadIdx_x], partialBMax_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_x == 0) + { + int dstIdx = hipBlockIdx_z * 4; + dstPtr[dstIdx] = (T) partialRMax_smem[0]; + dstPtr[dstIdx + 1] = (T) partialGMax_smem[0]; + dstPtr[dstIdx + 2] = (T) partialBMax_smem[0]; + dstPtr[dstIdx + 3] = (T) (fmaxf(fmaxf(partialRMax_smem[0], partialGMax_smem[0]), partialBMax_smem[0])); + } +} + +template +__global__ void tensor_max_grid_result_hip(float *srcPtr, + uint xBufferLength, + T *dstPtr) +{ + int id_x = hipThreadIdx_x * 8; + int id_z = hipBlockIdx_z; + + __shared__ float partialMax_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + + uint srcIdx = (id_z * xBufferLength); + partialMax_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS to start of buffer using all 256 x 1 threads + + if (id_x >= xBufferLength) + return; + + srcIdx += id_x; + + if (id_x + 8 > xBufferLength) + srcIdx -= (8 - (xBufferLength - (xBufferLength & ~7))); // using difference between bufferLength and alignedLength, where alignedLength = (xBufferLength & ~7) + + d_float8 src_f8; + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); // load 8 pixels to local memory + rpp_hip_math_max8(&src_f8, &partialMax_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after max compute + + // Reduction of 256 floats on 256 threads per block in x dimension + for (int threadMax = 128; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + partialMax_smem[hipThreadIdx_x] = fmaxf(partialMax_smem[hipThreadIdx_x], partialMax_smem[hipThreadIdx_x + threadMax]); + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_x == 0) + dstPtr[hipBlockIdx_z] = (T) (partialMax_smem[0]); +} + + +// -------------------- Set 1 - Reduction Stage 1 -------------------- + +template +__global__ void tensor_max_pkd3_hip(T *srcPtr, + uint2 srcStridesNH, + float *maxArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialRMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for R channel + __shared__ float partialGMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for G channel + __shared__ float partialBMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for B channel + + float *partialRMaxRowPtr_smem = &partialRMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for R Channel + float *partialGMaxRowPtr_smem = &partialGMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for G Channel + float *partialBMaxRowPtr_smem = &partialBMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for B Channel + uint srcIdx = (id_z * srcStridesNH.x); + partialRMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start value of R channel using all 16 x 16 threads + partialGMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 1]; // initialization of LDS for G channel to start value of G channel using all 16 x 16 threads + partialBMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2]; // initialization of LDS for B channel to start value of B channel using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + + d_float24 src_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); // load 24 pixels to local memory + + rpp_hip_math_max8(&src_f24.f8[0], &partialRMaxRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[1], &partialGMaxRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[2], &partialBMaxRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialRMaxRowPtr_smem[hipThreadIdx_x], partialRMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + partialGMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialGMaxRowPtr_smem[hipThreadIdx_x], partialGMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + partialBMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialBMaxRowPtr_smem[hipThreadIdx_x], partialBMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + { + partialRMaxRowPtr_smem[0] = fmaxf(partialRMaxRowPtr_smem[0], partialRMaxRowPtr_smem[increment]); + partialGMaxRowPtr_smem[0] = fmaxf(partialGMaxRowPtr_smem[0], partialGMaxRowPtr_smem[increment]); + partialBMaxRowPtr_smem[0] = fmaxf(partialBMaxRowPtr_smem[0], partialBMaxRowPtr_smem[increment]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + { + int idx = ((hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x) * 3; + maxArr[idx] = partialRMaxRowPtr_smem[0]; + maxArr[idx + 1] = partialGMaxRowPtr_smem[0]; + maxArr[idx + 2] = partialBMaxRowPtr_smem[0]; + } + } +} + +template +__global__ void tensor_max_pln3_hip(T *srcPtr, + uint3 srcStridesNCH, + float *maxArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialRMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + __shared__ float partialGMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + __shared__ float partialBMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + + float *partialRMaxRowPtr_smem = &partialRMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + float *partialGMaxRowPtr_smem = &partialGMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + float *partialBMaxRowPtr_smem = &partialBMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + uint srcIdx = (id_z * srcStridesNCH.x); + partialRMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start value of R channel using all 16 x 16 threads + partialGMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + srcStridesNCH.y]; // initialization of LDS for G channel to start value of R channel using all 16 x 16 threads + partialBMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2 * srcStridesNCH.y]; // initialization of LDS for B channel to start value of R channel using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx += ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + + d_float24 src_f24; + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr + srcIdx, srcStridesNCH.y, &src_f24); + + rpp_hip_math_max8(&src_f24.f8[0], &partialRMaxRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[1], &partialGMaxRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_max8(&src_f24.f8[2], &partialBMaxRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after max compute + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialRMaxRowPtr_smem[hipThreadIdx_x], partialRMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + partialGMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialGMaxRowPtr_smem[hipThreadIdx_x], partialGMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + partialBMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialBMaxRowPtr_smem[hipThreadIdx_x], partialBMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + { + partialRMaxRowPtr_smem[0] = fmaxf(partialRMaxRowPtr_smem[0], partialRMaxRowPtr_smem[increment]); + partialGMaxRowPtr_smem[0] = fmaxf(partialGMaxRowPtr_smem[0], partialGMaxRowPtr_smem[increment]); + partialBMaxRowPtr_smem[0] = fmaxf(partialBMaxRowPtr_smem[0], partialBMaxRowPtr_smem[increment]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + { + int idx = ((hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x) * 3; + maxArr[idx] = partialRMaxRowPtr_smem[0]; + maxArr[idx + 1] = partialGMaxRowPtr_smem[0]; + maxArr[idx + 2] = partialBMaxRowPtr_smem[0]; + } + } +} + +template +__global__ void tensor_max_pln1_hip(T *srcPtr, + uint2 srcStridesNH, + float *maxArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialMax_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + + uint srcIdx = (id_z * srcStridesNH.x); + float *partialMaxRowPtr_smem = &partialMax_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + partialMaxRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS to start value using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx += ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + + d_float8 src_f8; + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); // load 8 pixels to local memory + + rpp_hip_math_max8(&src_f8, &partialMaxRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after max compute + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + partialMaxRowPtr_smem[hipThreadIdx_x] = fmaxf(partialMaxRowPtr_smem[hipThreadIdx_x], partialMaxRowPtr_smem[hipThreadIdx_x + threadMax]); + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + partialMaxRowPtr_smem[0] = fmaxf(partialMaxRowPtr_smem[0], partialMaxRowPtr_smem[increment]); + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + maxArr[(hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x] = partialMaxRowPtr_smem[0]; + } +} + + +// -------------------- Set 2 - Kernel Executors -------------------- + +template +RppStatus hip_exec_tensor_max(T *srcPtr, + RpptDescPtr srcDescPtr, + U *maxArr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + int globalThreads_x = (srcDescPtr->w + 7) >> 3; + int globalThreads_y = srcDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + int gridDim_x = (int) ceil((float)globalThreads_x/LOCAL_THREADS_X); + int gridDim_y = (int) ceil((float)globalThreads_y/LOCAL_THREADS_Y); + int gridDim_z = (int) ceil((float)globalThreads_z/LOCAL_THREADS_Z); + float2 bitDepthMinMax_f2; + getImageBitDepthMinMax(srcPtr, &bitDepthMinMax_f2); + float minimum = bitDepthMinMax_f2.x; + + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u partialMaxArrLength = gridDim_x * gridDim_y * gridDim_z; + float *partialMaxArr; + partialMaxArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMaxArr, minimum, partialMaxArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_max_pln1_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + partialMaxArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_max_grid_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMaxArr, + gridDim_x * gridDim_y, + maxArr); + } + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u partialMaxArrLength = gridDim_x * gridDim_y * gridDim_z * 3; + float *partialMaxArr; + partialMaxArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMaxArr, minimum, partialMaxArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_max_pln3_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + partialMaxArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_max_grid_3channel_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMaxArr, + gridDim_x * gridDim_y, + maxArr); + } + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u partialMaxArrLength = gridDim_x * gridDim_y * gridDim_z * 3; + float *partialMaxArr; + partialMaxArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMaxArr, minimum, partialMaxArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_max_pkd3_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + partialMaxArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_max_grid_3channel_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMaxArr, + gridDim_x * gridDim_y, + maxArr); + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/hip/kernel/tensor_min.hpp b/src/modules/hip/kernel/tensor_min.hpp new file mode 100644 index 000000000..a883c4f3b --- /dev/null +++ b/src/modules/hip/kernel/tensor_min.hpp @@ -0,0 +1,410 @@ +#include +#include "rpp_hip_common.hpp" + +// -------------------- Set 0 - Reduction Stage 2 -------------------- + +template +__global__ void tensor_min_grid_3channel_result_hip(float *srcPtr, + uint xBufferLength, + T *dstPtr) +{ + int id_x = hipThreadIdx_x * 8; + int id_z = hipBlockIdx_z; + + __shared__ float partialRMin_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + __shared__ float partialGMin_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + __shared__ float partialBMin_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + + uint srcIdx = (id_z * xBufferLength) * 3; + partialRMin_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start of R channel using all 256 x 1 threads + partialGMin_smem[hipThreadIdx_x] = srcPtr[srcIdx + 1]; // initialization of LDS for G channel to start of G channel using all 256 x 1 threads + partialBMin_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2]; // initialization of LDS for B channel to start of B channel using all 256 x 1 threads + + if (id_x >= xBufferLength) + return; + + srcIdx += id_x * 3; + + if (id_x + 8 > xBufferLength) + srcIdx -= ((8 - (xBufferLength - (xBufferLength & ~7))) * 3); // using difference between bufferLength and alignedLength, where alignedLength = (xBufferLength & ~7) + + d_float24 src_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); // load 24 pixels to local memory + + rpp_hip_math_min8(&src_f24.f8[0], &partialRMin_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[1], &partialGMin_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[2], &partialBMin_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after min compute + + // Reduction of 256 floats on 256 threads per block in x dimension + for (int threadMax = 128; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMin_smem[hipThreadIdx_x] = fminf(partialRMin_smem[hipThreadIdx_x], partialRMin_smem[hipThreadIdx_x + threadMax]); + partialGMin_smem[hipThreadIdx_x] = fminf(partialGMin_smem[hipThreadIdx_x], partialGMin_smem[hipThreadIdx_x + threadMax]); + partialBMin_smem[hipThreadIdx_x] = fminf(partialBMin_smem[hipThreadIdx_x], partialBMin_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_x == 0) + { + int dstIdx = hipBlockIdx_z * 4; + dstPtr[dstIdx] = (T) partialRMin_smem[0]; + dstPtr[dstIdx + 1] = (T) partialGMin_smem[0]; + dstPtr[dstIdx + 2] = (T) partialBMin_smem[0]; + dstPtr[dstIdx + 3] = (T) (fminf(fminf(partialRMin_smem[0], partialGMin_smem[0]), partialBMin_smem[0])); + } +} + +template +__global__ void tensor_min_grid_result_hip(float *srcPtr, + uint xBufferLength, + T *dstPtr) +{ + int id_x = hipThreadIdx_x * 8; + int id_z = hipBlockIdx_z; + + __shared__ float partialMin_smem[256]; // 1024 floats of src reduced to 256 in a 256 x 1 thread block + + uint srcIdx = (id_z * xBufferLength); + partialMin_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS to start of buffer using all 256 x 1 threads + + if (id_x >= xBufferLength) + return; + + srcIdx += id_x; + + if (id_x + 8 > xBufferLength) + srcIdx -= (8 - (xBufferLength - (xBufferLength & ~7))); // using difference between bufferLength and alignedLength, where alignedLength = (xBufferLength & ~7) + + d_float8 src_f8; + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); // load 8 pixels to local memory + rpp_hip_math_min8(&src_f8, &partialMin_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after min compute + + // Reduction of 256 floats on 256 threads per block in x dimension + for (int threadMax = 128; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + partialMin_smem[hipThreadIdx_x] = fminf(partialMin_smem[hipThreadIdx_x], partialMin_smem[hipThreadIdx_x + threadMax]); + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_x == 0) + dstPtr[hipBlockIdx_z] = (T) (partialMin_smem[0]); +} + + +// -------------------- Set 1 - Reduction Stage 1 -------------------- + +template +__global__ void tensor_min_pkd3_hip(T *srcPtr, + uint2 srcStridesNH, + float *minArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialRMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for R channel + __shared__ float partialGMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for G channel + __shared__ float partialBMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block for B channel + + float *partialRMinRowPtr_smem = &partialRMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for R Channel + float *partialGMinRowPtr_smem = &partialGMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for G Channel + float *partialBMinRowPtr_smem = &partialBMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS for B Channel + + uint srcIdx = (id_z * srcStridesNH.x); + partialRMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start value of R channel using all 16 x 16 threads + partialGMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 1]; // initialization of LDS for G channel to start value of G channel using all 16 x 16 threads + partialBMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2]; // initialization of LDS for B channel to start value of B channel using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + + if (id_x + 8 > roiTensorPtrSrc[id_z].xywhROI.roiWidth) + srcIdx -= (id_x + 8 - roiTensorPtrSrc[id_z].xywhROI.roiWidth) * 3; + + d_float24 src_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); // load 24 pixels to local memory + + rpp_hip_math_min8(&src_f24.f8[0], &partialRMinRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[1], &partialGMinRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[2], &partialBMinRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMinRowPtr_smem[hipThreadIdx_x] = fminf(partialRMinRowPtr_smem[hipThreadIdx_x], partialRMinRowPtr_smem[hipThreadIdx_x + threadMax]); + partialGMinRowPtr_smem[hipThreadIdx_x] = fminf(partialGMinRowPtr_smem[hipThreadIdx_x], partialGMinRowPtr_smem[hipThreadIdx_x + threadMax]); + partialBMinRowPtr_smem[hipThreadIdx_x] = fminf(partialBMinRowPtr_smem[hipThreadIdx_x], partialBMinRowPtr_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + { + partialRMinRowPtr_smem[0] = fminf(partialRMinRowPtr_smem[0], partialRMinRowPtr_smem[increment]); + partialGMinRowPtr_smem[0] = fminf(partialGMinRowPtr_smem[0], partialGMinRowPtr_smem[increment]); + partialBMinRowPtr_smem[0] = fminf(partialBMinRowPtr_smem[0], partialBMinRowPtr_smem[increment]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + { + int idx = ((hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x) * 3; + minArr[idx] = partialRMinRowPtr_smem[0]; + minArr[idx + 1] = partialGMinRowPtr_smem[0]; + minArr[idx + 2] = partialBMinRowPtr_smem[0]; + } + } +} + +template +__global__ void tensor_min_pln3_hip(T *srcPtr, + uint3 srcStridesNCH, + float *minArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialRMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + __shared__ float partialGMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + __shared__ float partialBMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + + float *partialRMinRowPtr_smem = &partialRMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + float *partialGMinRowPtr_smem = &partialGMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + float *partialBMinRowPtr_smem = &partialBMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + + uint srcIdx = (id_z * srcStridesNCH.x); + partialRMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS for R channel to start value of R channel using all 16 x 16 threads + partialGMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + srcStridesNCH.y]; // initialization of LDS for G channel to start value of R channel using all 16 x 16 threads + partialBMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx + 2 * srcStridesNCH.y]; // initialization of LDS for B channel to start value of R channel using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx += ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + + if (id_x + 8 > roiTensorPtrSrc[id_z].xywhROI.roiWidth) + srcIdx -= (id_x + 8 - roiTensorPtrSrc[id_z].xywhROI.roiWidth); + + d_float24 src_f24; + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr + srcIdx, srcStridesNCH.y, &src_f24); + + rpp_hip_math_min8(&src_f24.f8[0], &partialRMinRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[1], &partialGMinRowPtr_smem[hipThreadIdx_x]); + rpp_hip_math_min8(&src_f24.f8[2], &partialBMinRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after min compute + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + { + partialRMinRowPtr_smem[hipThreadIdx_x] = fminf(partialRMinRowPtr_smem[hipThreadIdx_x], partialRMinRowPtr_smem[hipThreadIdx_x + threadMax]); + partialGMinRowPtr_smem[hipThreadIdx_x] = fminf(partialGMinRowPtr_smem[hipThreadIdx_x], partialGMinRowPtr_smem[hipThreadIdx_x + threadMax]); + partialBMinRowPtr_smem[hipThreadIdx_x] = fminf(partialBMinRowPtr_smem[hipThreadIdx_x], partialBMinRowPtr_smem[hipThreadIdx_x + threadMax]); + } + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + { + partialRMinRowPtr_smem[0] = fminf(partialRMinRowPtr_smem[0], partialRMinRowPtr_smem[increment]); + partialGMinRowPtr_smem[0] = fminf(partialGMinRowPtr_smem[0], partialGMinRowPtr_smem[increment]); + partialBMinRowPtr_smem[0] = fminf(partialBMinRowPtr_smem[0], partialBMinRowPtr_smem[increment]); + } + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + { + int idx = ((hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x) * 3; + minArr[idx] = partialRMinRowPtr_smem[0]; + minArr[idx + 1] = partialGMinRowPtr_smem[0]; + minArr[idx + 2] = partialBMinRowPtr_smem[0]; + } + } +} + +template +__global__ void tensor_min_pln1_hip(T *srcPtr, + uint2 srcStridesNH, + float *minArr, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + __shared__ float partialMin_smem[16][16]; // 16 rows of src, 128 reduced cols of src in a 16 x 16 thread block + + uint srcIdx = (id_z * srcStridesNH.x); + float *partialMinRowPtr_smem = &partialMin_smem[hipThreadIdx_y][0]; // float pointer to beginning of each row in LDS + partialMinRowPtr_smem[hipThreadIdx_x] = srcPtr[srcIdx]; // initialization of LDS to start value using all 16 x 16 threads + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + return; + + srcIdx += ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + + if (id_x + 8 > roiTensorPtrSrc[id_z].xywhROI.roiWidth) + srcIdx -= (id_x + 8 - roiTensorPtrSrc[id_z].xywhROI.roiWidth); + + d_float8 src_f8; + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); // load 8 pixels to local memory + rpp_hip_math_min8(&src_f8, &partialMinRowPtr_smem[hipThreadIdx_x]); + __syncthreads(); // syncthreads after min compute + + // Reduction of 16 floats on 16 threads per block in x dimension (for every y dimension) + for (int threadMax = 8; threadMax >= 1; threadMax /= 2) + { + if (hipThreadIdx_x < threadMax) + partialMinRowPtr_smem[hipThreadIdx_x] = fminf(partialMinRowPtr_smem[hipThreadIdx_x], partialMinRowPtr_smem[hipThreadIdx_x + threadMax]); + __syncthreads(); + } + + if (hipThreadIdx_x == 0) + { + // Reduction of 16 floats on 16 threads per block in y dimension + for (int threadMax = 8, increment = 128; threadMax >= 1; threadMax /= 2, increment /= 2) + { + if (hipThreadIdx_y < threadMax) + partialMinRowPtr_smem[0] = fminf(partialMinRowPtr_smem[0], partialMinRowPtr_smem[increment]); + __syncthreads(); + } + + // Final store to dst + if (hipThreadIdx_y == 0) + minArr[(hipBlockIdx_z * hipGridDim_y + hipBlockIdx_y) * hipGridDim_x + hipBlockIdx_x] = partialMinRowPtr_smem[0]; + } +} + + +// -------------------- Set 2 - Kernel Executors -------------------- + +template +RppStatus hip_exec_tensor_min(T *srcPtr, + RpptDescPtr srcDescPtr, + U *minArr, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle &handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + int globalThreads_x = (srcDescPtr->w + 7) >> 3; + int globalThreads_y = srcDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + int gridDim_x = (int) ceil((float)globalThreads_x/LOCAL_THREADS_X); + int gridDim_y = (int) ceil((float)globalThreads_y/LOCAL_THREADS_Y); + int gridDim_z = (int) ceil((float)globalThreads_z/LOCAL_THREADS_Z); + float2 bitDepthMinMax_f2; + getImageBitDepthMinMax(srcPtr, &bitDepthMinMax_f2); + float maximum = bitDepthMinMax_f2.y; + + if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u partialMinArrLength = gridDim_x * gridDim_y * gridDim_z; + float *partialMinArr; + partialMinArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMinArr, maximum, partialMinArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_min_pln1_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + partialMinArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_min_grid_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMinArr, + gridDim_x * gridDim_y, + minArr); + } + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u partialMinArrLength = gridDim_x * gridDim_y * gridDim_z * 3; + float *partialMinArr; + partialMinArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMinArr, maximum, partialMinArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_min_pln3_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + partialMinArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_min_grid_3channel_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMinArr, + gridDim_x * gridDim_y, + minArr); + } + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u partialMinArrLength = gridDim_x * gridDim_y * gridDim_z * 3; + float *partialMinArr; + partialMinArr = handle.GetInitHandle()->mem.mgpu.maskArr.floatmem; + hipMemsetAsync(partialMinArr, maximum, partialMinArrLength * sizeof(float), handle.GetStream()); + hipLaunchKernelGGL(tensor_min_pkd3_hip, + dim3(gridDim_x, gridDim_y, gridDim_z), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + partialMinArr, + roiTensorPtrSrc); + hipStreamSynchronize(handle.GetStream()); + hipLaunchKernelGGL(tensor_min_grid_3channel_result_hip, + dim3(1, 1, gridDim_z), + dim3(256, 1, 1), + 0, + handle.GetStream(), + partialMinArr, + gridDim_x * gridDim_y, + minArr); + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_statistical_operations.cpp b/src/modules/rppt_tensor_statistical_operations.cpp index f17028e5e..28313a88f 100644 --- a/src/modules/rppt_tensor_statistical_operations.cpp +++ b/src/modules/rppt_tensor_statistical_operations.cpp @@ -107,6 +107,140 @@ RppStatus rppt_tensor_sum_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** tensor_min ********************/ + +RppStatus rppt_tensor_min_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t minArr, + Rpp32u minArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + if (srcDescPtr->c == 1) + { + if (minArrLength < srcDescPtr->n) // 1 min for each image + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + else if (srcDescPtr->c == 3) + { + if (minArrLength < srcDescPtr->n * 4) // min of each channel, and min of all 3 channels + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if (srcDescPtr->dataType == RpptDataType::U8) + { + tensor_min_u8_u8_host(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(minArr), + minArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::F16) + { + tensor_min_f16_f16_host((Rpp16f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(minArr), + minArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::F32) + { + tensor_min_f32_f32_host((Rpp32f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(minArr), + minArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::I8) + { + tensor_min_i8_i8_host(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(minArr), + minArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + + return RPP_SUCCESS; +} + +/******************** tensor_max ********************/ + +RppStatus rppt_tensor_max_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t maxArr, + Rpp32u maxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + if (srcDescPtr->c == 1) + { + if (maxArrLength < srcDescPtr->n) // 1 min for each image + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + else if (srcDescPtr->c == 3) + { + if (maxArrLength < srcDescPtr->n * 4) // min of each channel, and min of all 3 channels + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if (srcDescPtr->dataType == RpptDataType::U8) + { + tensor_max_u8_u8_host(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(maxArr), + maxArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::F16) + { + tensor_max_f16_f16_host((Rpp16f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(maxArr), + maxArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::F32) + { + tensor_max_f32_f32_host((Rpp32f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(maxArr), + maxArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + else if (srcDescPtr->dataType == RpptDataType::I8) + { + tensor_max_i8_i8_host(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(maxArr), + maxArrLength, + roiTensorPtrSrc, + roiType, + layoutParams); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ @@ -184,4 +318,126 @@ RppStatus rppt_tensor_sum_gpu(RppPtr_t srcPtr, return RPP_SUCCESS; } + +/******************** tensor_min ********************/ + +RppStatus rppt_tensor_min_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t imageMinArr, + Rpp32u imageMinArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + if (srcDescPtr->c == 1) + { + if (imageMinArrLength < srcDescPtr->n) // min of single channel + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + else if (srcDescPtr->c == 3) + { + if (imageMinArrLength < srcDescPtr->n * 4) // min of each channel, and overall min of all 3 channels + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + + if (srcDescPtr->dataType == RpptDataType::U8) + { + hip_exec_tensor_min(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(imageMinArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::F16) + { + hip_exec_tensor_min((half*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(imageMinArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::F32) + { + hip_exec_tensor_min((Rpp32f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(imageMinArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::I8) + { + hip_exec_tensor_min(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(imageMinArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + +/******************** tensor_max ********************/ + +RppStatus rppt_tensor_max_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t imageMaxArr, + Rpp32u imageMaxArrLength, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + if (srcDescPtr->c == 1) + { + if (imageMaxArrLength < srcDescPtr->n) // max of single channel + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + else if (srcDescPtr->c == 3) + { + if (imageMaxArrLength < srcDescPtr->n * 4) // max of each channel, and overall max of all 3 channels + return RPP_ERROR_INSUFFICIENT_DST_BUFFER_LENGTH; + } + + if (srcDescPtr->dataType == RpptDataType::U8) + { + hip_exec_tensor_max(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(imageMaxArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::F16) + { + hip_exec_tensor_max((half*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(imageMaxArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::F32) + { + hip_exec_tensor_max((Rpp32f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + static_cast(imageMaxArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if (srcDescPtr->dataType == RpptDataType::I8) + { + hip_exec_tensor_max(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(imageMaxArr), + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} #endif // backend diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 48537de29..7bd46b39e 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -68,9 +68,9 @@ int main(int argc, char **argv) bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 61 || testCase == 63); bool randomOutputCase = (testCase == 84 || testCase == 49 || testCase == 54); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); + bool reductionTypeCase = (testCase == 87 || testCase == 88 || testCase == 89); bool noiseTypeCase = (testCase == 8); bool pln1OutTypeCase = (testCase == 86); - bool reductionTypeCase = (testCase == 87); unsigned int verbosity = atoi(argv[11]); unsigned int additionalParam = additionalParamCase ? atoi(argv[7]) : 1; @@ -323,23 +323,20 @@ int main(int argc, char **argv) double wallTime; string testCaseName; - // Initialize buffers for any reductionType functions + // Initialize buffers for any reductionType functions (testCase 87 - tensor_sum alone cannot return final sum as 8u/8s due to overflow. 8u inputs return 64u sums, 8s inputs return 64s sums) void *reductionFuncResultArr; Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; - - if(reductionTypeCase) + if (reductionTypeCase) { - if(dstDescPtr->dataType == RpptDataType::U8) - CHECK(hipHostMalloc(&reductionFuncResultArr, reductionFuncResultArrLength * sizeof(Rpp64u))); - else if(dstDescPtr->dataType == RpptDataType::F16) - CHECK(hipHostMalloc(&reductionFuncResultArr, reductionFuncResultArrLength * sizeof(Rpp32f))); - else if(dstDescPtr->dataType == RpptDataType::F32) - CHECK(hipHostMalloc(&reductionFuncResultArr, reductionFuncResultArrLength * sizeof(Rpp32f))); - else if(dstDescPtr->dataType == RpptDataType::I8) - CHECK(hipHostMalloc(&reductionFuncResultArr, reductionFuncResultArrLength * sizeof(Rpp64s))); + int bitDepthByteSize = 0; + if ((dstDescPtr->dataType == RpptDataType::U8) || (dstDescPtr->dataType == RpptDataType::I8)) + bitDepthByteSize = (testCase == 87) ? sizeof(Rpp64u) : sizeof(Rpp8u); + else if ((dstDescPtr->dataType == RpptDataType::F16) || (dstDescPtr->dataType == RpptDataType::F32)) + bitDepthByteSize = sizeof(Rpp32f); // using 32f outputs for 16f and 32f + CHECK(hipHostMalloc(&reductionFuncResultArr, reductionFuncResultArrLength * bitDepthByteSize)); } - //Allocate hip memory for src/dst + // Allocate hip memory for src/dst CHECK(hipMalloc(&d_input, inputBufferSize)); CHECK(hipMalloc(&d_output, outputBufferSize)); if(dualInputCase) @@ -1044,6 +1041,30 @@ int main(int argc, char **argv) break; } + case 88: + { + testCaseName = "tensor_min"; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_tensor_min_gpu(d_input, srcDescPtr, reductionFuncResultArr, reductionFuncResultArrLength, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } + case 89: + { + testCaseName = "tensor_max"; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_tensor_max_gpu(d_input, srcDescPtr, reductionFuncResultArr, reductionFuncResultArrLength, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: missingFuncFlag = 1; break; @@ -1071,33 +1092,41 @@ int main(int argc, char **argv) if(srcDescPtr->c == 3) printf("\nReduction result (Batch of 3 channel images produces 4 results per image in batch): "); else if(srcDescPtr->c == 1) + { printf("\nReduction result (Batch of 1 channel images produces 1 result per image in batch): "); + reductionFuncResultArrLength = srcDescPtr->n; + } - if(dstDescPtr->dataType == RpptDataType::U8) + // print reduction functions output array based on different bit depths, and precision desired + int precision = ((dstDescPtr->dataType == RpptDataType::F32) || (dstDescPtr->dataType == RpptDataType::F16)) ? 3 : 0; + if (dstDescPtr->dataType == RpptDataType::U8) { - Rpp64u *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %llu ", reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::F16) + else if (dstDescPtr->dataType == RpptDataType::F16) { - Rpp32f *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %0.3f ", (float)reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::F32) + else if (dstDescPtr->dataType == RpptDataType::F32) { - Rpp32f *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %0.3f ", (float)reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::I8) + else if (dstDescPtr->dataType == RpptDataType::I8) { - Rpp64s *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %lld ", reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - printf("\n"); /*Compare the output of the function with golden outputs only if @@ -1105,7 +1134,12 @@ int main(int argc, char **argv) 2.input bit depth 0 (U8) 3.source and destination layout are the same*/ if(qaFlag && inputBitDepth == 0 && (srcDescPtr->layout == dstDescPtr->layout) && !(randomOutputCase)) - compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + { + if (testCase == 87) + compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + else + compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + } } else { diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index cabc4015f..2e8054332 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -315,11 +315,11 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--input_path1", type = str, default = inFilePath1, help = "Path to the input folder 1") parser.add_argument("--input_path2", type = str, default = inFilePath2, help = "Path to the input folder 2") - parser.add_argument("--case_start", type = int, default = 0, help = "Testing range starting case # - (0:87)") - parser.add_argument("--case_end", type = int, default = 87, help = "Testing range ending case # - (0:87)") - parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") - parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) - parser.add_argument('--profiling', type = str , default = 'NO', help = 'Run with profiler? - (YES/NO)', required = False) + parser.add_argument("--case_start", type = int, default = 0, help="Testing range starting case # - (0:90)") + parser.add_argument("--case_end", type = int, default = 90, help="Testing range ending case # - (0:90)") + parser.add_argument('--test_type', type = int, default = 0, help="Type of Test - (0 = Unit tests / 1 = Performance tests)") + parser.add_argument('--case_list', nargs = "+", help="List of case numbers to list", required=False) + parser.add_argument('--profiling', type = str , default='NO', help='Run with profiler? - (YES/NO)', required=False) parser.add_argument('--qa_mode', type = int, default = 0, help = "Run with qa_mode? Output images from tests will be compared with golden outputs - (0 / 1)", required = False) parser.add_argument('--decoder_type', type = int, default = 0, help = "Type of Decoder to decode the input data - (0 = TurboJPEG / 1 = OpenCV)") parser.add_argument('--num_runs', type = int, default = 1, help = "Specifies the number of runs for running the performance tests") @@ -334,8 +334,8 @@ def rpp_test_suite_parser_and_validator(): validate_path(qaInputFile) # validate the parameters passed by user - if ((args.case_start < 0 or args.case_start > 87) or (args.case_end < 0 or args.case_end > 87)): - print("Starting case# and Ending case# must be in the 0:87 range. Aborting!") + if ((args.case_start < 0 or args.case_start > 90) or (args.case_end < 0 or args.case_end > 90)): + print("Starting case# and Ending case# must be in the 0:90 range. Aborting!") exit(0) elif args.case_end < args.case_start: print("Ending case# must be greater than starting case#. Aborting!") @@ -349,7 +349,7 @@ def rpp_test_suite_parser_and_validator(): elif args.decoder_type < 0 or args.decoder_type > 1: print("Decoder Type must be in the 0/1 (0 = OpenCV / 1 = TurboJPEG). Aborting") exit(0) - elif args.case_list is not None and args.case_start > 0 and args.case_end < 87: + elif args.case_list is not None and args.case_start > 0 and args.case_end < 90: print("Invalid input! Please provide only 1 option between case_list, case_start and case_end") exit(0) elif args.num_runs <= 0: @@ -376,8 +376,8 @@ def rpp_test_suite_parser_and_validator(): args.case_list = [str(x) for x in args.case_list] else: for case in args.case_list: - if int(case) < 0 or int(case) > 87: - print("The case# must be in the 0:87 range!") + if int(case) < 0 or int(case) > 90: + print("The case# must be in the 0:90 range!") exit(0) return args @@ -458,8 +458,8 @@ def rpp_test_suite_parser_and_validator(): if qaMode == 1 and case != "82": srcPath1 = inFilePath1 srcPath2 = inFilePath2 - if int(case) < 0 or int(case) > 87: - print(f"Invalid case number {case}. Case number must be in the range of 0 to 87!") + if int(case) < 0 or int(case) > 89: + print(f"Invalid case number {case}. Case number must be in the range of 0 to 89!") continue for layout in range(3): dstPathTemp, log_file_layout = process_layout(layout, qaMode, case, dstPath) @@ -476,8 +476,8 @@ def rpp_test_suite_parser_and_validator(): else: if (testType == 1 and profilingOption == "NO"): for case in caseList: - if int(case) < 0 or int(case) > 87: - print(f"Invalid case number {case}. Case number must be in the range of 0 to 87!") + if int(case) < 0 or int(case) > 89: + print(f"Invalid case number {case}. Case number must be in the range of 0 to 89!") continue if case == "82" and "--input_path1" not in sys.argv and "--input_path2" not in sys.argv: srcPath1 = ricapInFilePath @@ -491,8 +491,8 @@ def rpp_test_suite_parser_and_validator(): NEW_FUNC_GROUP_LIST = [0, 15, 20, 29, 36, 40, 42, 49, 56, 65, 69] for case in caseList: - if int(case) < 0 or int(case) > 87: - print(f"Invalid case number {case}. Case number must be in the range of 0 to 87!") + if int(case) < 0 or int(case) > 89: + print(f"Invalid case number {case}. Case number must be in the range of 0 to 89!") continue if case == "82" and "--input_path1" not in sys.argv and "--input_path2" not in sys.argv: srcPath1 = ricapInFilePath @@ -696,7 +696,7 @@ def rpp_test_suite_parser_and_validator(): f.close() # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '82', '83', '84', '85', '86', '87', '88', '89'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index fd198ba23..b698a2def 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -68,11 +68,12 @@ int main(int argc, char **argv) bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 61 || testCase == 63); bool randomOutputCase = (testCase == 84); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24); + bool reductionTypeCase = (testCase == 87 || testCase == 88 || testCase == 89); bool noiseTypeCase = (testCase == 8); bool pln1OutTypeCase = (testCase == 86); + unsigned int verbosity = atoi(argv[11]); unsigned int additionalParam = additionalParamCase ? atoi(argv[7]) : 1; - bool reductionTypeCase = (testCase == 87); int roiList[4] = {atoi(argv[15]), atoi(argv[16]), atoi(argv[17]), atoi(argv[18])}; string scriptPath = argv[19]; @@ -140,6 +141,11 @@ int main(int argc, char **argv) std::cerr << "\n Batchsize should be less than or equal to "<< MAX_BATCH_SIZE << " Aborting!"; exit(0); } + else if(testCase == 82 && batchSize < 2) + { + std::cerr<<"\n RICAP only works with BatchSize > 1"; + exit(0); + } // Get function name string funcName = augmentationMap[testCase]; @@ -310,6 +316,24 @@ int main(int argc, char **argv) input_second = static_cast(calloc(inputBufferSize, 1)); output = static_cast(calloc(outputBufferSize, 1)); + // Initialize buffers for any reductionType functions (testCase 87 - tensor_sum alone cannot return final sum as 8u/8s due to overflow. 8u inputs return 64u sums, 8s inputs return 64s sums) + void *reductionFuncResultArr; + Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; + if (reductionTypeCase) + { + int bitDepthByteSize = 0; + if ((dstDescPtr->dataType == RpptDataType::U8) || (dstDescPtr->dataType == RpptDataType::I8)) + { + bitDepthByteSize = (testCase == 87) ? sizeof(Rpp64u) : sizeof(Rpp8u); + reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, bitDepthByteSize)); + } + else if ((dstDescPtr->dataType == RpptDataType::F16) || (dstDescPtr->dataType == RpptDataType::F32)) + { + bitDepthByteSize = sizeof(Rpp32f); // using 32f outputs for 16f and 32f + reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, bitDepthByteSize)); + } + } + // Set the number of threads to be used by OpenMP pragma for RPP batch processing on host. // If numThreads value passed is 0, number of OpenMP threads used by RPP will be set to batch size Rpp32u numThreads = 0; @@ -321,21 +345,6 @@ int main(int argc, char **argv) double cpuTime, wallTime; string testCaseName; - // Initialize buffers for any reductionType functions - void *reductionFuncResultArr; - Rpp32u reductionFuncResultArrLength = srcDescPtr->n * 4; - if(reductionTypeCase) - { - if(dstDescPtr->dataType == RpptDataType::U8) - reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, sizeof(Rpp64u))); - else if(dstDescPtr->dataType == RpptDataType::F16) - reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, sizeof(Rpp32f))); - else if(dstDescPtr->dataType == RpptDataType::F32) - reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, sizeof(Rpp32f))); - else if(dstDescPtr->dataType == RpptDataType::I8) - reductionFuncResultArr = static_cast(calloc(reductionFuncResultArrLength, sizeof(Rpp64s))); - } - // case-wise RPP API and measure time script for Unit and Performance test printf("\nRunning %s %d times (each time with a batch size of %d images) and computing mean statistics...", func.c_str(), numRuns, batchSize); for (int perfRunCount = 0; perfRunCount < numRuns; perfRunCount++) @@ -1050,6 +1059,40 @@ int main(int argc, char **argv) break; } + case 88: + { + testCaseName = "tensor_min"; + + if(srcDescPtr->c == 1) + reductionFuncResultArrLength = srcDescPtr->n; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_tensor_min_host(input, srcDescPtr, reductionFuncResultArr, reductionFuncResultArrLength, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } + case 89: + { + testCaseName = "tensor_max"; + + if(srcDescPtr->c == 1) + reductionFuncResultArrLength = srcDescPtr->n; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_tensor_max_host(input, srcDescPtr, reductionFuncResultArr, reductionFuncResultArrLength, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: missingFuncFlag = 1; break; @@ -1082,33 +1125,41 @@ int main(int argc, char **argv) if(srcDescPtr->c == 3) printf("\nReduction result (Batch of 3 channel images produces 4 results per image in batch): "); else if(srcDescPtr->c == 1) + { printf("\nReduction result (Batch of 1 channel images produces 1 result per image in batch): "); + reductionFuncResultArrLength = srcDescPtr->n; + } - if(dstDescPtr->dataType == RpptDataType::U8) + // print reduction functions output array based on different bit depths, and precision desired + int precision = ((dstDescPtr->dataType == RpptDataType::F32) || (dstDescPtr->dataType == RpptDataType::F16)) ? 3 : 0; + if (dstDescPtr->dataType == RpptDataType::U8) { - Rpp64u *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %llu ", reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::F16) + else if (dstDescPtr->dataType == RpptDataType::F16) { - Rpp32f *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %0.3f ", (float)reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::F32) + else if (dstDescPtr->dataType == RpptDataType::F32) { - Rpp32f *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %0.3f ", (float)reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - else if(dstDescPtr->dataType == RpptDataType::I8) + else if (dstDescPtr->dataType == RpptDataType::I8) { - Rpp64s *reductionOutPtr = static_cast(reductionFuncResultArr); - for (int i = 0; i < reductionFuncResultArrLength; i++) - printf(" %lld ", reductionOutPtr[i]); + if (testCase == 87) + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); + else + print_array(static_cast(reductionFuncResultArr), reductionFuncResultArrLength, precision); } - printf("\n"); /*Compare the output of the function with golden outputs only if @@ -1116,7 +1167,12 @@ int main(int argc, char **argv) 2.input bit depth 0 (U8) 3.source and destination layout are the same*/ if(qaFlag && inputBitDepth == 0 && (srcDescPtr->layout == dstDescPtr->layout) && !(randomOutputCase)) - compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + { + if (testCase == 87) + compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + else + compare_reduction_output(static_cast(reductionFuncResultArr), testCaseName, srcDescPtr, testCase, dst, scriptPath); + } } else { diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index b40a0bf01..b08c4d5e8 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -244,8 +244,8 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--input_path1", type = str, default = inFilePath1, help = "Path to the input folder 1") parser.add_argument("--input_path2", type = str, default = inFilePath2, help = "Path to the input folder 2") - parser.add_argument("--case_start", type = int, default = 0, help = "Testing range starting case # - (0:87)") - parser.add_argument("--case_end", type = int, default = 87, help = "Testing range ending case # - (0:87)") + parser.add_argument("--case_start", type = int, default = 0, help = "Testing range starting case # - (0:89)") + parser.add_argument("--case_end", type = int, default = 89, help = "Testing range ending case # - (0:89)") parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) parser.add_argument('--qa_mode', type = int, default = 0, help = "Run with qa_mode? Output images from tests will be compared with golden outputs - (0 / 1)", required = False) @@ -263,8 +263,8 @@ def rpp_test_suite_parser_and_validator(): validate_path(perfQaInputFile) # validate the parameters passed by user - if ((args.case_start < 0 or args.case_start > 87) or (args.case_end < 0 or args.case_end > 87)): - print("Starting case# and Ending case# must be in the 0:87 range. Aborting!") + if ((args.case_start < 0 or args.case_start > 89) or (args.case_end < 0 or args.case_end > 89)): + print("Starting case# and Ending case# must be in the 0:89 range. Aborting!") exit(0) elif args.case_end < args.case_start: print("Ending case# must be greater than starting case#. Aborting!") @@ -278,7 +278,7 @@ def rpp_test_suite_parser_and_validator(): elif args.decoder_type < 0 or args.decoder_type > 1: print("Decoder Type must be in the 0/1 (0 = OpenCV / 1 = TurboJPEG). Aborting") exit(0) - elif args.case_list is not None and args.case_start > 0 and args.case_end < 87: + elif args.case_list is not None and args.case_start > 0 and args.case_end < 89: print("Invalid input! Please provide only 1 option between case_list, case_start and case_end") exit(0) elif args.num_runs <= 0: @@ -302,8 +302,8 @@ def rpp_test_suite_parser_and_validator(): args.case_list = [str(x) for x in args.case_list] else: for case in args.case_list: - if int(case) < 0 or int(case) > 87: - print("The case# must be in the 0:87 range!") + if int(case) < 0 or int(case) > 89: + print("The case# must be in the 0:89 range!") exit(0) return args @@ -381,8 +381,8 @@ def rpp_test_suite_parser_and_validator(): if qaMode == 1 and case != "82": srcPath1 = inFilePath1 srcPath2 = inFilePath2 - if int(case) < 0 or int(case) > 87: - print(f"Invalid case number {case}. Case number must be in the range of 0 to 86!") + if int(case) < 0 or int(case) > 89: + print(f"Invalid case number {case}. Case number must be in the range of 0 to 89!") continue for layout in range(3): dstPathTemp, log_file_layout = process_layout(layout, qaMode, case, dstPath) @@ -397,8 +397,8 @@ def rpp_test_suite_parser_and_validator(): create_layout_directories(dstPath, layoutDict) else: for case in caseList: - if int(case) < 0 or int(case) > 87: - print(f"Invalid case number {case}. Case number must be in the range of 0 to 86!") + if int(case) < 0 or int(case) > 89: + print(f"Invalid case number {case}. Case number must be in the range of 0 to 89!") continue # if QA mode is enabled overwrite the input folders with the folders used for generating golden outputs if qaMode == 1 and case != "82": @@ -412,7 +412,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, log_file_layout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89'] nonQACaseList = ['8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/README.md b/utilities/test_suite/README.md index 76ecd9551..067bedb1d 100644 --- a/utilities/test_suite/README.md +++ b/utilities/test_suite/README.md @@ -94,8 +94,8 @@ The image test suite can be executed under 2 backend scenarios - (HOST/HIP): The image test suite accepts the following command line arguments: - input_path1: The path to the input folder 1. Default is $cwd/../TEST_IMAGES/three_images_mixed_src1 - input_path2: The path to the input folder 2. Default is $cwd/../TEST_IMAGES/three_images_mixed_src2 -- case_start: The starting case number for the test range (0-87). Default is 0 -- case_end: The ending case number for the test range (0-87). Default is 87 +- case_start: The starting case number for the test range (0-89). Default is 0 +- case_end: The ending case number for the test range (0-89). Default is 89 - test_type: The type of test to run (0 = Unit tests, 1 = Performance tests). Default is 0 - case_list: A list of specific case numbers to run. Must be used in conjunction with --test_type - profiling: Run the tests with a profiler (YES/NO). Default is NO. This option is only available with HIP backend @@ -121,7 +121,7 @@ python runTests.py --input_path1 --input_path2 --cas - QA mode (Unit tests) - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs. Please note that QA mode is only supported with a batch size of 3. Note: QA mode is not supported for case 84 due to run-to-run variation of outputs. ``` python -python runTests.py --case_start 0 --case_end 87 --test_type 0 --qa_mode 1 --batch_size 3 +python runTests.py --case_start 0 --case_end 89 --test_type 0 --qa_mode 1 --batch_size 3 ``` - QA mode (Performance tests) - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking achieved improvement in performance percentage over BatchPD versions after comparison to a threshold percentage of improvement ``` python @@ -131,13 +131,13 @@ python runTests.py --case_list 21 36 63 --test_type 1 --qa_mode 1 --batch_size 8 Note: For testcase 82(RICAP) Please use images of same resolution and Batchsize > 1 RICAP dataset path: rpp/utilities/test_suite/TEST_IMAGES/three_images_150x150_src1 ``` python -python runTests.py --case_start 0 --case_end 87 --test_type 0 --qa_mode 0 +python runTests.py --case_start 0 --case_end 89 --test_type 0 --qa_mode 0 ``` - Performance test mode - Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time, or optionally, AMD rocprof kernel profiler max/min/avg time for HIP backend variants. Note: For testcase 82(RICAP) Please use images of same resolution and Batchsize > 1 RICAP dataset path: rpp/utilities/test_suite/TEST_IMAGES/three_images_150x150_src1 ``` python -python runTests.py --case_start 0 --case_end 87 --test_type 1 +python runTests.py --case_start 0 --case_end 89 --test_type 1 ``` To run the unit tests / performance tests for specific case numbers. please case use case_list parameter. Example as below diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index 2bc914af9..58fee0c5d 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -99,11 +99,27 @@ std::map augmentationMap = {84, "spatter"}, {85, "swap_channels"}, {86, "color_to_greyscale"}, - {87, "tensor_sum"} + {87, "tensor_sum"}, + {88, "tensor_min"}, + {89, "tensor_max"}, +}; + +// Golden outputs for Tensor min Kernel +std::map> TensorMinReferenceOutputs = +{ + {1, {1, 1, 7}}, + {3, {0, 0, 0, 0, 2, 0, 0, 0, 7, 9, 0, 0}} +}; + +// Golden outputs for Tensor max Kernel +std::map> TensorMaxReferenceOutputs = +{ + {1, {239, 245, 255}}, + {3, {255, 240, 236, 255, 255, 242, 241, 255, 253, 255, 255, 255}} }; // Golden outputs for Tensor sum Kernel -std::map> TensorSumReferenceOutputs = +std::map> TensorSumReferenceOutputs = { {1, {334225, 813471, 2631125}}, {3, {348380, 340992, 262616, 951988, 1056552, 749506, 507441, 2313499, 2170646, 2732368, 3320699, 8223713}} @@ -1118,11 +1134,19 @@ inline void compare_reduction_output(T* output, string funcName, RpptDescPtr src int matched_values = 0; T *refOutput; + refOutput = (T *)calloc(srcDescPtr->n * 4, sizeof(T)); int numChannels = (srcDescPtr->c == 1) ? 1 : 3; int numOutputs = (srcDescPtr->c == 1) ? srcDescPtr->n : srcDescPtr->n * 4; - std::vector ref; - if(testCase == 87) - refOutput = TensorSumReferenceOutputs[numChannels].data(); + std::vector ref; + if(testCase == 88) + ref = TensorMinReferenceOutputs[numChannels]; + else if(testCase == 89) + ref = TensorMaxReferenceOutputs[numChannels]; + else if(testCase == 87) + ref = TensorSumReferenceOutputs[numChannels]; + + for (int i = 0; i < numOutputs; i++) + refOutput[i] = (T)ref[i]; if(srcDescPtr->c == 1) { @@ -1148,6 +1172,7 @@ inline void compare_reduction_output(T* output, string funcName, RpptDescPtr src fileMatch++; } } + free(refOutput); std::cout << std::endl << "Results for " << func << " :" << std::endl; std::string status = func + ": "; @@ -1172,6 +1197,14 @@ inline void compare_reduction_output(T* output, string funcName, RpptDescPtr src } } +// print array of any bit depth for specified length +template +inline void print_array(T *src, Rpp32u length, Rpp32u precision) +{ + for (int i = 0; i < length; i++) + std::cout << " " << std::fixed << std::setprecision(precision) << static_cast(src[i]) << " "; +} + // Used to randomly swap values present in array of size n inline void randomize(unsigned int arr[], unsigned int n) { From 473cde482c1caad2dff753ccdcfe20af7538bb31 Mon Sep 17 00:00:00 2001 From: Kiriti Gowda Date: Fri, 23 Feb 2024 17:12:55 -0800 Subject: [PATCH 32/66] CI - Update precheckin.groovy --- .jenkins/precheckin.groovy | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.jenkins/precheckin.groovy b/.jenkins/precheckin.groovy index 663d3c085..0d7834e2b 100644 --- a/.jenkins/precheckin.groovy +++ b/.jenkins/precheckin.groovy @@ -47,7 +47,7 @@ ci: { def propertyList = ["compute-rocm-dkms-no-npi-hipclang":[pipelineTriggers([cron('0 1 * * 0')])]] propertyList = auxiliary.appendPropertyList(propertyList) - def jobNameList = ["compute-rocm-dkms-no-npi-hipclang":([ubuntu22:['gfx908'], ubuntu20:['gfx906'], centos8:['gfx908']])] + def jobNameList = ["compute-rocm-dkms-no-npi-hipclang":([ubuntu20:['gfx90a'], ubuntu22:['gfx1101'], sles15sp1:['gfx908'], rhel8:['gfx1030'], rhel9:['gfx908']])] jobNameList = auxiliary.appendJobNameList(jobNameList) propertyList.each From 368c0d5e41298c79646e3b3e371dbf1c79ccb910 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 29 Feb 2024 03:03:49 -0500 Subject: [PATCH 33/66] Cleanup --- include/rppt_tensor_geometric_augmentations.h | 8 ++-- src/include/cpu/rpp_cpu_common.hpp | 4 +- src/include/cpu/rpp_cpu_simd.hpp | 1 - src/modules/cpu/kernel/remap.hpp | 24 +++++++++++ utilities/test_suite/HIP/Tensor_hip.cpp | 43 ++----------------- utilities/test_suite/HOST/Tensor_host.cpp | 43 ++----------------- utilities/test_suite/rpp_test_suite_common.h | 41 ++++++++++++++++++ 7 files changed, 76 insertions(+), 88 deletions(-) diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 722556421..22f5bae7b 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -492,8 +492,8 @@ RppStatus rppt_slice_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HOST memory * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) - * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images - * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param[in] rowRemapTable Rpp32u row numbers in HOST memory for every pixel in the input batch of images (1D tensor of size width * height * batchSize) + * \param[in] colRemapTable Rpp32u column numbers in HOST memory for every pixel in the input batch of images (1D tensor of size width * height * batchSize) * \param [in] tableDescPtr table tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = F32, layout = NHWC, c = 1) * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) @@ -516,8 +516,8 @@ RppStatus rppt_remap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HIP memory * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) - * \param[in] rowRemapTable Rpp32u row numbers for every pixel in the input batch of images - * \param[in] colRemapTable Rpp32u column numbers for every pixel in the input batch of images + * \param[in] rowRemapTable Rpp32u row numbers in HIP memory for every pixel in the input batch of images (1D tensor of size width * height * batchSize) + * \param[in] colRemapTable Rpp32u column numbers in HIP memory for every pixel in the input batch of images (1D tensor of size width * height * batchSize) * \param [in] tableDescPtr table tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = F32, layout = NHWC, c = 1) * \param [in] interpolationType Interpolation type used in \ref RpptInterpolationType * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 060636bc9..8976a39dc 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -5072,9 +5072,7 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX template inline void compute_generic_bilinear_interpolation_pkd3_to_pln3(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTempR, T *dstPtrTempG, T *dstPtrTempB, T *srcPtrChannel, RpptDescPtr srcDescPtr) { - Rpp32s srcXFloor = std::floor(srcX); - Rpp32s srcYFloor = std::floor(srcY); - if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) + if ((srcX < roiLTRB->ltrbROI.lt.x) || (srcY < roiLTRB->ltrbROI.lt.y) || (srcX > roiLTRB->ltrbROI.rb.x) || (srcY > roiLTRB->ltrbROI.rb.y)) { *dstPtrTempR = 0; *dstPtrTempG = 0; diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index c33319760..9cb3075d8 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -2897,7 +2897,6 @@ inline void rpp_store8_u8pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256i &p) inline void rpp_store8_f32pln1_to_u8pln1_avx(Rpp8u* dstPtr, __m256 &p) { __m256i px1 = _mm256_permute4x64_epi64(_mm256_packus_epi32(_mm256_cvtps_epi32(p), avx_px0), _MM_SHUFFLE(3,1,2,0)); - _mm256_storeu_si256((__m256i *)(dstPtr), _mm256_packus_epi16(px1, avx_px0)); px1 = _mm256_packus_epi16(px1, avx_px0); rpp_store8_u8pln1_to_u8pln1_avx(dstPtr, px1); } diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index d69034241..a35a38c1f 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -1,3 +1,27 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + #include "rppdefs.h" #include "rpp_cpu_simd.hpp" #include "rpp_cpu_common.hpp" diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 3ba8d9f93..cf112f156 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -924,46 +924,9 @@ int main(int argc, char **argv) break; } - RpptDescPtr tableDescPtr; - RpptDesc tableDesc; - - tableDescPtr = &tableDesc; - tableDesc = srcDesc; - tableDescPtr->c = 1; - tableDescPtr->strides.nStride = srcDescPtr->h * srcDescPtr->w; - tableDescPtr->strides.hStride = srcDescPtr->w; - tableDescPtr->strides.wStride = tableDescPtr->strides.cStride = 1; - - for (Rpp32u count = 0; count < batchSize; count++) - { - Rpp32f *rowRemapTableTemp, *colRemapTableTemp; - rowRemapTableTemp = rowRemapTable + count * tableDescPtr->strides.nStride; - colRemapTableTemp = colRemapTable + count * tableDescPtr->strides.nStride; - Rpp32u halfWidth = roiTensorPtrSrc[count].xywhROI.roiWidth / 2; - for (Rpp32u i = 0; i < roiTensorPtrSrc[count].xywhROI.roiHeight; i++) - { - Rpp32f *rowRemapTableTempRow, *colRemapTableTempRow; - rowRemapTableTempRow = rowRemapTableTemp + i * tableDescPtr->strides.hStride; - colRemapTableTempRow = colRemapTableTemp + i * tableDescPtr->strides.hStride; - Rpp32u j = 0; - for (; j < halfWidth; j++) - { - *rowRemapTableTempRow = i; - *colRemapTableTempRow = halfWidth - j; - - rowRemapTableTempRow++; - colRemapTableTempRow++; - } - for (; j < roiTensorPtrSrc[count].xywhROI.roiWidth; j++) - { - *rowRemapTableTempRow = i; - *colRemapTableTempRow = j; - - rowRemapTableTempRow++; - colRemapTableTempRow++; - } - } - } + RpptDesc tableDesc = srcDesc; + RpptDescPtr tableDescPtr = &tableDesc; + init_remap(tableDescPtr, srcDescPtr, roiTensorPtrSrc, rowRemapTable, colRemapTable); CHECK(hipMemcpy(d_rowRemapTable, (void *)rowRemapTable, ioBufferSize * sizeof(Rpp32f), hipMemcpyHostToDevice)); CHECK(hipMemcpy(d_colRemapTable, (void *)colRemapTable, ioBufferSize * sizeof(Rpp32f), hipMemcpyHostToDevice)); diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index be78afb3f..5588230d1 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -879,46 +879,9 @@ int main(int argc, char **argv) break; } - RpptDescPtr tableDescPtr; - RpptDesc tableDesc; - - tableDescPtr = &tableDesc; - tableDesc = srcDesc; - tableDescPtr->c = 1; - tableDescPtr->strides.nStride = srcDescPtr->h * srcDescPtr->w; - tableDescPtr->strides.hStride = srcDescPtr->w; - tableDescPtr->strides.wStride = tableDescPtr->strides.cStride = 1; - - for (Rpp32u count = 0; count < batchSize; count++) - { - Rpp32f *rowRemapTableTemp, *colRemapTableTemp; - rowRemapTableTemp = rowRemapTable + count * tableDescPtr->strides.nStride; - colRemapTableTemp = colRemapTable + count * tableDescPtr->strides.nStride; - Rpp32u halfWidth = roiTensorPtrSrc[count].xywhROI.roiWidth / 2; - for (Rpp32u i = 0; i < roiTensorPtrSrc[count].xywhROI.roiHeight; i++) - { - Rpp32f *rowRemapTableTempRow, *colRemapTableTempRow; - rowRemapTableTempRow = rowRemapTableTemp + i * tableDescPtr->strides.hStride; - colRemapTableTempRow = colRemapTableTemp + i * tableDescPtr->strides.hStride; - Rpp32u j = 0; - for (; j < halfWidth; j++) - { - *rowRemapTableTempRow = i; - *colRemapTableTempRow = halfWidth - j; - - rowRemapTableTempRow++; - colRemapTableTempRow++; - } - for (; j < roiTensorPtrSrc[count].xywhROI.roiWidth; j++) - { - *rowRemapTableTempRow = i; - *colRemapTableTempRow = j; - - rowRemapTableTempRow++; - colRemapTableTempRow++; - } - } - } + RpptDesc tableDesc = srcDesc; + RpptDescPtr tableDescPtr = &tableDesc; + init_remap(tableDescPtr, srcDescPtr, roiTensorPtrSrc, rowRemapTable, colRemapTable); startWallTime = omp_get_wtime(); startCpuTime = clock(); diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index 94cbbdb3b..93cc4160e 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -1259,4 +1259,45 @@ void inline init_ricap(int width, int height, int batchSize, Rpp32u *permutation roiPtrInputCropRegion[1].xywhROI = {randrange(0, part0Width - 8), randrange(0, height - part0Height), width - part0Width, part0Height}; roiPtrInputCropRegion[2].xywhROI = {randrange(0, width - part0Width - 8), randrange(0, part0Height), part0Width, height - part0Height}; roiPtrInputCropRegion[3].xywhROI = {randrange(0, part0Width - 8), randrange(0, part0Height), width - part0Width, height - part0Height}; +} + +void inline init_remap(RpptDescPtr tableDescPtr, RpptDescPtr srcDescPtr, RpptROIPtr roiTensorPtrSrc, Rpp32f *rowRemapTable, Rpp32f *colRemapTable) +{ + tableDescPtr->c = 1; + tableDescPtr->strides.nStride = srcDescPtr->h * srcDescPtr->w; + tableDescPtr->strides.hStride = srcDescPtr->w; + tableDescPtr->strides.wStride = tableDescPtr->strides.cStride = 1; + Rpp32u batchSize = srcDescPtr->n; + std::cerr<<"nstride: "<strides.nStride<strides.nStride; + colRemapTableTemp = colRemapTable + count * tableDescPtr->strides.nStride; + Rpp32u halfWidth = roiTensorPtrSrc[count].xywhROI.roiWidth / 2; + for (Rpp32u i = 0; i < roiTensorPtrSrc[count].xywhROI.roiHeight; i++) + { + Rpp32f *rowRemapTableTempRow, *colRemapTableTempRow; + rowRemapTableTempRow = rowRemapTableTemp + i * tableDescPtr->strides.hStride; + colRemapTableTempRow = colRemapTableTemp + i * tableDescPtr->strides.hStride; + Rpp32u j = 0; + for (; j < halfWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = halfWidth - j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + for (; j < roiTensorPtrSrc[count].xywhROI.roiWidth; j++) + { + *rowRemapTableTempRow = i; + *colRemapTableTempRow = j; + + rowRemapTableTempRow++; + colRemapTableTempRow++; + } + } + } } \ No newline at end of file From c33af2237cd671e047a493d15ab546f24206d0b5 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 6 Mar 2024 11:14:19 -0700 Subject: [PATCH 34/66] Bump rocm-docs-core[api_reference] from 0.35.0 to 0.35.1 in /docs/sphinx (#319) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.35.0 to 0.35.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.35.0...v0.35.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 8ecbd3663..4a2931c94 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.35.0 +rocm-docs-core[api_reference]==0.35.1 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index ea1c7619a..004edc682 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.35.0 +rocm-docs-core[api-reference]==0.35.1 # via # -r requirements.in # rocm-docs-core From 14f63346e82f3d709316d76cf03dfb3772666989 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 12 Mar 2024 09:37:32 -0600 Subject: [PATCH 35/66] Bump rocm-docs-core[api_reference] from 0.35.1 to 0.36.0 in /docs/sphinx (#322) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.35.1 to 0.36.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.35.1...v0.36.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 4a2931c94..2ed812e2a 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.35.1 +rocm-docs-core[api_reference]==0.36.0 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index 004edc682..85a0624d9 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -112,7 +112,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.35.1 +rocm-docs-core[api-reference]==0.36.0 # via # -r requirements.in # rocm-docs-core From 641f653087f4e9cc32795e1ca44ee66b9d310db0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 20 Mar 2024 08:00:32 -0700 Subject: [PATCH 36/66] Docs - Bump rocm-docs-core[api_reference] from 0.36.0 to 0.37.0 in /docs/sphinx (#328) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.36.0 to 0.37.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.36.0...v0.37.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 10 +++------- 2 files changed, 4 insertions(+), 8 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index 2ed812e2a..f8a4c5b50 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.36.0 +rocm-docs-core[api_reference]==0.37.0 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index 85a0624d9..a1eb4c892 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -96,9 +96,7 @@ pygments==2.14.0 pyjson5==1.6.4 # via doxysphinx pyjwt[crypto]==2.6.0 - # via - # pygithub - # pyjwt + # via pygithub pynacl==1.5.0 # via pygithub pyparsing==3.1.1 @@ -112,10 +110,8 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.36.0 - # via - # -r requirements.in - # rocm-docs-core +rocm-docs-core[api-reference]==0.37.0 + # via -r requirements.in smmap==5.0.0 # via gitdb snowballstemmer==2.2.0 From 5568573901bf2a86161e9c176c9ac5a7f2f94921 Mon Sep 17 00:00:00 2001 From: Lisa Date: Wed, 20 Mar 2024 09:02:13 -0600 Subject: [PATCH 37/66] Link cleanup (#326) * link updates * update tables * pare down index * API cleanup * consistency * verbiage --- README.md | 24 +++- docs/conceptual/what-is-rpp.rst | 164 ------------------------ docs/conf.py | 4 +- docs/doxygen/Doxyfile | 2 +- docs/index.rst | 56 ++------ docs/markdown/design.md | 3 - docs/markdown/misc.md | 135 -------------------- docs/markdown/mivisionx.md | 3 - docs/markdown/prereq.md | 45 ------- docs/markdown/prereq_test.md | 49 ------- docs/markdown/release.md | 20 --- docs/markdown/supported_fxn.md | 19 --- docs/markdown/tech_support.md | 5 - docs/markdown/test.md | 65 ---------- docs/sphinx/_toc.yml.in | 59 +++------ docs/what-is-rpp.rst | 218 ++++++++++++++++++++++++++++++++ 16 files changed, 274 insertions(+), 597 deletions(-) delete mode 100644 docs/conceptual/what-is-rpp.rst delete mode 100644 docs/markdown/design.md delete mode 100644 docs/markdown/misc.md delete mode 100644 docs/markdown/mivisionx.md delete mode 100644 docs/markdown/prereq.md delete mode 100644 docs/markdown/prereq_test.md delete mode 100644 docs/markdown/release.md delete mode 100644 docs/markdown/supported_fxn.md delete mode 100644 docs/markdown/tech_support.md delete mode 100644 docs/markdown/test.md create mode 100644 docs/what-is-rpp.rst diff --git a/README.md b/README.md index c69887221..872c8888d 100644 --- a/README.md +++ b/README.md @@ -73,7 +73,9 @@ Input
    (nifti1 .nii medical image) | fused_multiply_add_scalar
    (brightened ```shell sudo apt-get install half ``` - **Note:** Use appropriate package manager depending on the OS + +> [!NOTE] +> You must use the appropriate package manager for your operating system. * Compiler with support for C++ Version `17` and above @@ -85,25 +87,31 @@ Input
    (nifti1 .nii medical image) | fused_multiply_add_scalar
    (brightened ### Package install -Install RPP runtime, development, and test packages. +Install RPP runtime, development, and test packages. * Runtime package - `rpp` only provides the rpp library `librpp.so` * Development package - `rpp-dev`/`rpp-devel` provides the library, header files, and samples -* Test package - `rpp-test` provides ctest to verify installation +* Test package - `rpp-test` provides CTest to verify installation **NOTE:** Package install will auto install all dependencies. #### Ubuntu + ```shell sudo apt install rpp rpp-dev rpp-test ``` + #### RHEL + ```shell sudo yum install rpp rpp-devel rpp-test ``` + #### SLES + ```shell sudo zypper install rpp rpp-devel rpp-test ``` + ### Source build and install * Clone RPP git repository @@ -129,7 +137,9 @@ sudo zypper install rpp rpp-devel rpp-test ```shell make test ``` - **NOTE:** make test requires [test suite prerequisites](utilities/test_suite/README.md) installed + +>[!NOTE] +> `make test` requires [test suite prerequisites](utilities/test_suite/README.md) installed * Instructions for building RPP with **OPENCL** GPU backend @@ -140,6 +150,7 @@ sudo zypper install rpp rpp-devel rpp-test make -j8 sudo make install ``` + ## Verify installation The installer will copy @@ -149,11 +160,12 @@ The installer will copy * Samples folder into `/opt/rocm/share/rpp` * Documents folder into `/opt/rocm/share/doc/rpp` -**NOTE:** [Test suite prerequisites](utilities/test_suite/README.md) install required to run tests +>[!NOTE] +> [Test suite prerequisites](utilities/test_suite/README.md) install is required to run tests ### Verify with rpp-test package -Test package will install ctest module to test rpp. Follow below steps to test packge install +Test package will install CTest module to test rpp. Follow below steps to test package install ```shell mkdir rpp-test && cd rpp-test diff --git a/docs/conceptual/what-is-rpp.rst b/docs/conceptual/what-is-rpp.rst deleted file mode 100644 index d2c08989c..000000000 --- a/docs/conceptual/what-is-rpp.rst +++ /dev/null @@ -1,164 +0,0 @@ -.. meta:: - :description: ROCm Performance Primitives (RPP) documentation and API reference library - :keywords: RPP, ROCm, Performance Primitives, documentation - -.. _what-is: - -******************************************************************** -What is RPP -******************************************************************** - -.. image:: https://img.shields.io/badge/license-MIT-blue.svg - :target: https://opensource.org/licenses/MIT - :alt: MIT licensed - -.. image:: https://img.shields.io/badge/doc-readthedocs-blueviolet - :target: https://github.com/ROCm/rpp/ - :alt: doc - -.. image:: ../data/AMD_RPP_logo.png - :alt: AMD RPP Logo - -AMD ROCm Performance Primitives (RPP) library is a comprehensive, high-performance computer -vision library for AMD processors that have `HIP`, `OpenCL`, or `CPU` backends. - -.. image:: ../data/rpp_structure_4.png - :alt: RPP Functions - - -Supported functionalities and variants -========================================== - -.. - image:: ../data/supported_functionalities.png - :alt: Supported Functions - -.. csv-table:: - :widths: 10, 3, 3, 1, 10, 3, 3, 1, 10, 3, 3 - - **image_augmentations**, **CPU**, **GPU**,, **advanced_augmentations**, **CPU**, **GPU**,, **arithmetic_operations**, **CPU**, **GPU** - brightness, ✅, ✅,, water, ✅, ✅,, absolute_difference, ✅, ✅ - gamma_correction, ✅, ✅,, non_linear_blend, ✅, ✅,, accumulate_weighted, ✅, ✅ - blend, ✅, ✅,,color_cast, ✅, ✅,,accumulate, ✅, ✅ - blur, ✅, ✅,,erase, ✅, ✅,,add, ✅, ✅ - contrast, ✅, ✅,,crop_and_patch, ✅, ✅,,subtract, ✅, ✅ - pixelate, ✅, ✅,,lut, ✅, ✅,,magnitude, ✅, ✅ - jitter, ✅, ✅,,glitch, ✅, ✅,,multiply, ✅, ✅ - snow, ✅, ✅,, **fused functions**, **CPU**, **GPU**,,phase, ✅, ✅ - noise, ✅, ✅,,color_twist, ✅, ✅,,tensor_add, ✅, ✅ - random_shadow, ✅, ✅,,crop, ✅, ✅,,tensor_subtract, ✅, ✅ - fog, ✅, ✅,,crop_mirror_normalize, ✅, ✅,,tensor_multiply, ✅, ✅ - rain, ✅, ✅,,resize_crop_mirror, ✅, ✅,,accumulate_squared, ✅, ✅ - random_crop_letterbox, ✅, ✅,, **morphological_transforms**, **CPU**, **GPU**,, **logical_operations**, **CPU**, **GPU** - exposure, ✅, ✅,,erode, ✅, ✅,,bitwise_AND, ✅, ✅ - histogram_balance, ✅, ❌,,dilate, ✅, ✅,,bitwise_NOT, ✅, ✅ - **statistical_functions**, **CPU**, **GPU**,, **color_model_conversions**, **CPU**, **GPU**,,exclusive_OR, ✅, ✅ - thresholding, ✅, ✅,,hue, ✅, ✅,,inclusive_OR, ✅, ✅ - min, ✅, ✅,,saturation, ✅, ✅,, **computer_vision**, **CPU**, **GPU** - max, ✅, ✅,,color_convert, ✅, ✅,,local_binary_pattern, ✅, ✅ - min_max_loc, ✅, ❌,,color_temperature, ✅, ✅,,data_object_copy, ✅, ✅ - integral, ✅, ❌,,vignette, ✅, ✅,,gaussian_image_pyramid, ✅, ✅ - histogram_equalization, ✅, ❌,,channel_extract, ✅, ❌,,laplacian_image_pyramid, ✅, ✅ - mean_stddev, ✅, ❌,,channel_combine, ✅, ❌,,canny_edge_detector, ✅, ✅ - **geometry_transforms**, **CPU**, **GPU**,,look_up_table, ✅, ✅,,harris_corner_detector, ✅, ✅ - flip, ✅, ✅,,tensor_table_lookup, ✅, ❌,,tensor_convert_bit_depth, ✅, ❌ - resize, ✅, ✅,,filter_operations,CPU,GPU,,fast_corner_detector, ✅, ❌ - resize_crop, ✅, ✅,,box_filter, ✅, ✅,,reconstruction_laplacian_image_pyramid, ✅, ❌ - rotate, ✅, ✅,,sobel_filter, ✅, ✅,,control_flow, ✅, ✅ - warp_affine, ✅, ✅,,median_filter, ✅, ✅,,hough_lines, ✅, ❌ - fisheye, ✅, ✅,,custom_convolution, ✅, ❌,,hog, ✅, ❌ - lens_correction, ✅, ✅,,non_max_suppression, ✅, ✅,,remap, ✅, ❌ - scale, ✅, ✅,,gaussian_filter, ✅, ✅,,tensor_matrix_multiply, ✅, ✅ - warp_perspective, ✅, ✅,,nonlinear_filter, ✅, ✅,,tensor_transpose, ✅, ✅ - -.. - csv-table:: Supported Functions - File Version - :file: ../data/RPP-functions.csv - :widths: 10, 3, 3, 1, 10, 3, 3, 1, 10, 3, 3 - - -Samples ------------- - -.. image:: ../data/supported_functionalities_samples.jpg - :alt: Supported Function Samples - - -3D Samples ------------ - -.. |logo1| image:: ../data/niftiInput.gif - :align: middle -.. |logo2| image:: ../data/niftiOutputBrightened.gif - :align: middle - -+-----------------------------+------------------------------+ -| |logo1| | |logo2| | -+-----------------------------+------------------------------+ -| | Medical image | | fused_multiply_add_scalar | -| | | (brightened 3D image) | -+-----------------------------+------------------------------+ - - - -MIVisionX support - OpenVX extension ----------------------------------------- - -* `MIVisionX `_ RPP extension -* `vx_rpp `_ supports RPP functionality through the OpenVX Framework - - -Latest release -==================== - -.. image:: https://img.shields.io/github/v/tag/GPUOpen-ProfessionalCompute-Libraries/rpp?style=for-the-badge - :target: https://github.com/ROCm/rpp/releases - :alt: GitHub tag - -Release notes --------------- - -All notable changes for each release are added to the `Changelog <../CHANGELOG.md>`_. - -Tested configurations ----------------------- - -* Linux distribution - * Ubuntu - `20.04` / `22.04` - * CentOS - `7` - * RedHat - `8` / `9` - * SLES - `15-SP4` -* ROCm: rocm-core - `5.7.0.50700-63` -* OpenCV `4.6.0 `_ - - -Technical support -====================== - -For RPP questions and feedback contact `mivisionx.support@amd.com`. - -To submit feature requests and bug reports, use the `RPP issues `_ page. - - -Documentation -================== - -You can build the documentation locally using the following code: - -* Sphinx - -.. code-block:: shell - - cd docs - pip3 install -r .sphinx/requirements.txt - python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html - - -* Doxygen - -.. code-block:: shell - - doxygen .Doxyfile - - - diff --git a/docs/conf.py b/docs/conf.py index c4a9f4749..71cdb936d 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -38,10 +38,10 @@ if not match: raise ValueError("VERSION not found!") version_number = match[1] -left_nav_title = f"RPP {version_number} Documentation" +left_nav_title = f"RPP {version_number} documentation" # for PDF output on Read the Docs -project = "RPP Documentation" +project = "RPP documentation" author = "Advanced Micro Devices, Inc." copyright = "Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc." version = version_number diff --git a/docs/doxygen/Doxyfile b/docs/doxygen/Doxyfile index 0711109e7..f77dd11b2 100644 --- a/docs/doxygen/Doxyfile +++ b/docs/doxygen/Doxyfile @@ -1782,7 +1782,7 @@ FORMULA_MACROFILE = # The default value is: NO. # This tag requires that the tag GENERATE_HTML is set to YES. -USE_MATHJAX = NO +USE_MATHJAX = YES # With MATHJAX_VERSION it is possible to specify the MathJax version to be used. # Note that the different versions of MathJax have different requirements with diff --git a/docs/index.rst b/docs/index.rst index 22be7064c..cefda18fb 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -2,62 +2,34 @@ :description: ROCm Performance Primitives (RPP) documentation and API reference library :keywords: RPP, ROCm, Performance Primitives, documentation -.. _rocm-pp: - ******************************************************************** -ROCm Performance Primitives (RPP) documentation +ROCm Performance Primitives documentation ******************************************************************** -AMD ROCm Performance Primitives (RPP) library is a comprehensive, high-performance computer -vision library for AMD processors that have `HIP`, `OpenCL`, or `CPU` backends. For more information refer to :ref:`what-is`. +AMD ROCm Performance Primitives (RPP) is a comprehensive, high-performance computer vision +library for AMD processors that have HIP, OpenCL, or CPU backends. For more information, refer to +:doc:`./what-is-rpp` -The code is open and hosted at: https://github.com/ROCm/rpp +Our code is open and hosted at `https://github.com/ROCm/rpp `_. The RPP documentation is structured as follows: .. grid:: 2 :gutter: 3 - .. grid-item-card:: Installation - - * :ref:`install` + .. grid-item-card:: Install - .. grid-item-card:: Conceptual - - * :ref:`what-is` + * :doc:`Install RPP <./install/install>` .. grid-item-card:: Reference - * `RPP File List `_ - * `Top-level RPP header `_ - * `Typedefs, Enums, and Structs `_ - * `RPP Tensor Operations `_ - - * `Color Augmentations `_ - * `Data Exchange Operations `_ - * `Effects Augmentations `_ - * `Filter Augmentations `_ - * `Geometric Augmentations `_ - * `Morphological Operations `_ - * `Statistical Operations `_ - - * `Deprecated Image Operations `_ - - * `Advanced Augmentations (Deprecated) `_ - * `Arithmetic Operations (Deprecated) `_ - * `Color Model Conversions (Deprecated) `_ - * `Computer Vision (Deprecated) `_ - * `Filter Operations (Deprecated) `_ - * `Fused Functions (Deprecated) `_ - * `Geometry Transforms (Deprecated) `_ - * `Image Augmentations (Deprecated) `_ - * `Logical Operations (Deprecated) `_ - * `Morphological Transforms (Deprecated) `_ - * `Statistical Operations (Deprecated) `_ - - * `Deprecated List `_ + * :doc:`API library <./doxygen/html/globals>` -To contribute to the documentation refer to `Contributing to ROCm `_. + * :doc:`Modules <./doxygen/html/files>` + * :doc:`Data structures <./doxygen/html/annotated>` + * :doc:`Deprecated functions <./doxygen/html/deprecated>` -You can find licensing information on the `Licensing `_ page. +To contribute to the documentation refer to +:doc:`Contributing to ROCm `. +You can find licensing information on the :doc:`Licensing ` page. diff --git a/docs/markdown/design.md b/docs/markdown/design.md deleted file mode 100644 index 9ccc61ffc..000000000 --- a/docs/markdown/design.md +++ /dev/null @@ -1,3 +0,0 @@ -## Top level design - -![structure](data/rpp_structure_4.png) diff --git a/docs/markdown/misc.md b/docs/markdown/misc.md deleted file mode 100644 index d144f5589..000000000 --- a/docs/markdown/misc.md +++ /dev/null @@ -1,135 +0,0 @@ -# Miscellaneous examples - -## RPP stand-alone batch processing code snippet (HOST) - - // Initializations - int noOfImages = 32; - int channels = 3; - RppiSize maxSize; - maxSize.width = 224; - maxSize.height = 224; - - // Allocate host memory and/or obtain input data - unsigned long long ioBufferSize = noOfImages * maxSize.width * maxSize.height * channels; - Rpp8u *input = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - Rpp8u *output = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - // Get the data for a batch of 224x224 images into 'input' here - - // Initialize values for any necessary parameters to the RPP function being called - Rpp32f alpha[noOfImages]; - Rpp32f beta[noOfImages]; - for (int i = 0; i < noOfImages; i++) - { - alpha[i] = 1.75; - beta[i] = 50; - srcSize[i].width = 224; - srcSize[i].height = 224; - } - - // Create handle - rppHandle_t handle; - - // Set the number of threads to be used by OpenMP pragma for RPP batch processing on host. - // If numThreads value passed is 0, number of OpenMP threads used by RPP will be set to batch size - Rpp32u numThreads = 0; - rppCreateWithBatchSize(&handle, noOfImages, numThreads); - - // Call the RPP API for the specific variant required (pkd3/pln3/pln1) - rppi_brightness_u8_pkd3_batchPD_host(input, srcSize, maxSize, output, alpha, beta, noOfImages, handle); - -### RPP stand-alone batch processing code snippet (OCL) - - // Initializations - int noOfImages = 32; - int channels = 3; - RppiSize maxSize; - maxSize.width = 224; - maxSize.height = 224; - - // Allocate host memory and/or obtain input data - unsigned long long ioBufferSize = noOfImages * maxSize.width * maxSize.height * channels; - Rpp8u *input = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - Rpp8u *output = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - // Get the data for a batch of 224x224 images into 'input' here - - // OCL initializations, allocate device memory and copy input data to device - cl_mem d_input, d_output; - cl_platform_id platform_id; - cl_device_id device_id; - cl_context theContext; - cl_command_queue theQueue; - cl_int err; - err = clGetPlatformIDs(1, &platform_id, NULL); - err |= clGetDeviceIDs(platform_id, CL_DEVICE_TYPE_GPU, 1, &device_id, NULL); - theContext = clCreateContext(0, 1, &device_id, NULL, NULL, &err); - theQueue = clCreateCommandQueueWithProperties(theContext, device_id, 0, &err); - d_input = clCreateBuffer(theContext, CL_MEM_READ_ONLY, ioBufferSize * sizeof(Rpp8u), NULL, NULL); - d_output = clCreateBuffer(theContext, CL_MEM_READ_ONLY, ioBufferSize * sizeof(Rpp8u), NULL, NULL); - err |= clEnqueueWriteBuffer(theQueue, d_input, CL_TRUE, 0, ioBufferSize * sizeof(Rpp8u), input, 0, NULL, NULL); - err |= clEnqueueWriteBuffer(theQueue, d_output, CL_TRUE, 0, ioBufferSize * sizeof(Rpp8u), output, 0, NULL, NULL); - - // Initialize values for any necessary parameters to the RPP function being called - Rpp32f alpha[noOfImages]; - Rpp32f beta[noOfImages]; - for (int i = 0; i < noOfImages; i++) - { - alpha[i] = 1.75; - beta[i] = 50; - srcSize[i].width = 224; - srcSize[i].height = 224; - } - - // Create handle - rppHandle_t handle; - rppCreateWithStreamAndBatchSize(&handle, theQueue, noOfImages); - - // Call the RPP API for the specific variant required (pkd3/pln3/pln1) - rppi_brightness_u8_pkd3_batchPD_gpu(d_input, srcSize, maxSize, d_output, alpha, beta, noOfImages, handle); - - // Copy output data back to host - clEnqueueReadBuffer(theQueue, d_output, CL_TRUE, 0, ioBufferSize * sizeof(Rpp8u), output, 0, NULL, NULL); - -## RPP stand-alone batch processing code snippet (HIP) - - // Initializations - int noOfImages = 32; - int channels = 3; - RppiSize maxSize; - maxSize.width = 224; - maxSize.height = 224; - - // Allocate host memory and/or obtain input data - unsigned long long ioBufferSize = noOfImages * maxSize.width * maxSize.height * channels; - Rpp8u *input = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - Rpp8u *output = (Rpp8u *)calloc(ioBufferSize, sizeof(Rpp8u)); - // Get the data for a batch of 224x224 images into 'input' here - - // HIP initializations, allocate device memory and copy input data to device - int *d_input, d_output; - hipMalloc(&d_input, ioBufferSize * sizeof(Rpp8u)); - hipMalloc(&d_output, ioBufferSize * sizeof(Rpp8u)); - hipMemcpy(d_input, input, ioBufferSize * sizeof(Rpp8u), hipMemcpyHostToDevice); - hipMemcpy(d_output, output, ioBufferSize * sizeof(Rpp8u), hipMemcpyHostToDevice); - - // Initialize values for any necessary parameters to the RPP function being called - Rpp32f alpha[noOfImages]; - Rpp32f beta[noOfImages]; - for (int i = 0; i < noOfImages; i++) - { - alpha[i] = 1.75; - beta[i] = 50; - srcSize[i].width = 224; - srcSize[i].height = 224; - } - - // Create handle - rppHandle_t handle; - hipStream_t stream; - hipStreamCreate(&stream); - rppCreateWithStreamAndBatchSize(&handle, stream, noOfImages); - - // Call the RPP API for the specific variant required (pkd3/pln3/pln1) - rppi_brightness_u8_pkd3_batchPD_gpu(d_input, srcSize, maxSize, d_output, alpha, beta, noOfImages, handle); - - // Copy output data back to host - hipMemcpy(output, d_output, ioBufferSize * sizeof(Rpp8u), hipMemcpyDeviceToHost); diff --git a/docs/markdown/mivisionx.md b/docs/markdown/mivisionx.md deleted file mode 100644 index b6530dec9..000000000 --- a/docs/markdown/mivisionx.md +++ /dev/null @@ -1,3 +0,0 @@ -# MIVisionX Support - OpenVX Extension - -[MIVisionX](https://github.com/ROCm/MIVisionX) RPP Extension [vx_rpp](https://github.com/ROCm/MIVisionX/tree/master/amd_openvx_extensions/amd_rpp#amd-rpp-extension) supports RPP functionality through OpenVX Framework. diff --git a/docs/markdown/prereq.md b/docs/markdown/prereq.md deleted file mode 100644 index 6b4ef0d46..000000000 --- a/docs/markdown/prereq.md +++ /dev/null @@ -1,45 +0,0 @@ -# Prerequisites - -* **OS** - + Ubuntu `20.04`/`22.04` - + CentOS `7`/`8` - + RHEL `8`/`9` - + SLES - `15-SP3` - -* [ROCm supported hardware](https://docs.amd.com/bundle/Hardware_and_Software_Reference_Guide/page/Hardware_and_Software_Support.html) - -* [ROCm](https://docs.amd.com/bundle/ROCm-Installation-Guide-v5.4.3/page/How_to_Install_ROCm.html) `5.4.3` and above - -* Clang Version `5.0.1` and above - - + Ubuntu `20`/`22` - ``` - sudo apt-get install clang - ``` - - + CentOS `7` - ``` - sudo yum install llvm-toolset-7-clang llvm-toolset-7-clang-analyzer llvm-toolset-7-clang-tools-extra - scl enable llvm-toolset-7 bash - ``` - - + CentOS `8` and RHEL `8`/`9` - ``` - sudo yum install clang - ``` - - + SLES `15-SP3` - ``` - sudo zypper install llvm-clang - ``` - -* CMake Version `3.5` and above - -* IEEE 754-based half-precision floating-point library - half.hpp - - ``` - wget https://sourceforge.net/projects/half/files/half/1.12.0/half-1.12.0.zip - unzip half-1.12.0.zip -d half-files - sudo mkdir /usr/local/include/half - sudo cp half-files/include/half.hpp /usr/local/include/half - ``` diff --git a/docs/markdown/prereq_test.md b/docs/markdown/prereq_test.md deleted file mode 100644 index a1ad31d51..000000000 --- a/docs/markdown/prereq_test.md +++ /dev/null @@ -1,49 +0,0 @@ -# Prerequisites for Test Suite - -* OpenCV `3.4.0`/`4.5.5` - **pre-requisites** - ``` - sudo apt-get update - sudo -S apt-get -y --allow-unauthenticated install build-essential libgtk2.0-dev libavcodec-dev libavformat-dev libswscale-dev python-dev python-numpy - sudo -S apt-get -y --allow-unauthenticated install libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libdc1394-22-dev unzip wget - ``` - -* OpenCV `3.4.0` /`4.5.5` - **download** - ``` - wget https://github.com/opencv/opencv/archive/3.4.0.zip - unzip 3.4.0.zip - cd opencv-3.4.0/ - ``` - OR - ``` - wget https://github.com/opencv/opencv/archive/4.5.5.zip - unzip 4.5.5.zip - cd opencv-4.5.5/ - ``` - -* OpenCV `3.4.0`/`4.5.5` - **installation** - ``` - mkdir build - cd build - cmake -D WITH_GTK=ON -D WITH_JPEG=ON -D BUILD_JPEG=ON -D WITH_OPENCL=OFF -D WITH_OPENCLAMDFFT=OFF -D WITH_OPENCLAMDBLAS=OFF -D WITH_VA_INTEL=OFF -D WITH_OPENCL_SVM=OFF -D CMAKE_INSTALL_PREFIX=/usr/local .. - sudo -S make -j128 - sudo -S make install - sudo -S ldconfig - ``` - -* TurboJpeg installation - ``` - sudo apt-get install nasm - sudo apt-get install wget - git clone -b 2.0.6.1 https://github.com/rrawther/libjpeg-turbo.git - cd libjpeg-turbo - mkdir build - cd build - cmake -DCMAKE_INSTALL_PREFIX=/usr \ - -DCMAKE_BUILD_TYPE=RELEASE \ - -DENABLE_STATIC=FALSE \ - -DCMAKE_INSTALL_DOCDIR=/usr/share/doc/libjpeg-turbo-2.0.3 \ - -DCMAKE_INSTALL_DEFAULT_LIBDIR=lib \ - .. - make -j$nproc - sudo make install - ``` diff --git a/docs/markdown/release.md b/docs/markdown/release.md deleted file mode 100644 index 837196ff5..000000000 --- a/docs/markdown/release.md +++ /dev/null @@ -1,20 +0,0 @@ -# Release Notes - -## Latest Release - -[![GitHub tag (latest SemVer)](https://img.shields.io/github/v/tag/GPUOpen-ProfessionalCompute-Libraries/rpp?style=for-the-badge)](https://github.com/ROCm/rpp/releases) - -## Changelog - -Review all notable [changes](CHANGELOG.md#changelog) with the latest release - -## Tested configurations - -* Linux distribution - + Ubuntu - `20.04` / `22.04` - + CentOS - `7` / `8` - + RedHat - `8` / `9` - + SLES - `15-SP3` -* ROCm: rocm-core - `5.5.0.50500-63` -* Protobuf - [V3.12.4](https://github.com/protocolbuffers/protobuf/releases/tag/v3.12.4) -* OpenCV - [4.6.0](https://github.com/opencv/opencv/releases/tag/4.6.0) diff --git a/docs/markdown/supported_fxn.md b/docs/markdown/supported_fxn.md deleted file mode 100644 index 6971bed94..000000000 --- a/docs/markdown/supported_fxn.md +++ /dev/null @@ -1,19 +0,0 @@ -# Supported Functionalities and Variants - -## Supported Functionalities List - -![supported list](data/supported_functionalities.png) - -## Supported Functionalities Samples - -![supported samples](data/supported_functionalities_samples.jpg) - -## Supported Variants - -- Packed 3 Channel (RGB) - PKD3 images -- Planar 3 Channel (RGB) - PLN3 images -- Planar 1 Channel (Greyscale) - PLN1 images -- Affinity - Host and GPU -- Batch Processing - 26 variants -- ROI variants -- Padded variants diff --git a/docs/markdown/tech_support.md b/docs/markdown/tech_support.md deleted file mode 100644 index 36b8ad38d..000000000 --- a/docs/markdown/tech_support.md +++ /dev/null @@ -1,5 +0,0 @@ -# Technical Support - -Please email `mivisionx.support@amd.com` for questions, and feedback on AMD RPP. - -Please submit your feature requests, and bug reports on the [GitHub issues](https://github.com/ROCm/rpp/issues) page. diff --git a/docs/markdown/test.md b/docs/markdown/test.md deleted file mode 100644 index 6b7e48565..000000000 --- a/docs/markdown/test.md +++ /dev/null @@ -1,65 +0,0 @@ -# AMD ROCm Performance Primitives (RPP) Test Suite -The AMD ROCm Performance Primitives (RPP) test suite can be used to validate the functionality and performance of the AMD ROCm Performance Primitives (RPP) vision library. It can be executed under 2 backend scenarios - (HOST/HIP): -- HOST backend - (On a CPU with HOST backend) -- HIP backend - (On a GPU with HIP backend) - -## Command Line Arguments -The test suite accepts the following command line arguments: -- input_path1: The path to the input folder 1. Default is $cwd/../TEST_IMAGES/three_images_mixed_src1 -- input_path2: The path to the input folder 2. Default is $cwd/../TEST_IMAGES/three_images_mixed_src2 -- case_start: The starting case number for the test range (0-38). Default is 0 -- case_end: The ending case number for the test range (0-38). Default is 38 -- test_type: The type of test to run (0 = Unit tests, 1 = Performance tests). Default is 0 -- case_list: A list of specific case numbers to run. Must be used in conjunction with --test_type -- profiling: Run the tests with a profiler (YES/NO). Default is NO. This option is only available with HIP backend -- qa_mode: Output images from tests will be compared with golden outputs - (0 / 1). Default is 0 -- decoder_type: Type of Decoder to decode the input data - (0 = TurboJPEG / 1 = OpenCV). Default is 0 -- num_iterations: Specifies the number of iterations for running the performance tests -- preserve_output: preserves the output images or performance logs generated from the previous test suite run - (0 = remove output images or performance logs / 1 = preserve output images or performance logs). Default is 1 - -## Running the Tests for HOST Backend -The test suite can be run with the following command: -python runTests.py --input_path1 --input_path2 --case_start --case_end --test_type - -## Running the Tests for HIP Backend -The test suite can be run with the following command: -python runTests.py --input_path1 --input_path2 --case_start --case_end --test_type --profiling - -## Modes of operation -- QA mode - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking pixelwise match between C/SSE/AVX/HIP versions after comparison to preset golden outputs -``` python -python runTests.py --case_start 0 --case_end 38 --test_type 0 --qa_mode 1 -``` -- Unit test mode - Unit tests allowing users to pass a path to a folder containing images, to execute the desired functionality and variant once, report RPP execution wall time, save and view output images -``` python -python runTests.py --case_start 0 --case_end 38 --test_type 0 --qa_mode 0 -``` -- Performance test mode - Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time, or optionally, AMD rocprof kernel profiler max/min/avg time for HIP backend variants. -``` python -python runTests.py --case_start 0 --case_end 38 --test_type 1 -``` - -To run the unit tests / performance tests for specific case numbers. please case use case_list parameter. Example as below - -- To run unittests for case numbers 0, 2, 4 -``` python -python runTests.py --case_list 0 2 4 --test_type 0 -``` -- To run performance tests for case numbers 0, 2, 4 -``` python -python runTests.py --case_list 0 2 4 --test_type 1 -``` - -To run performance tests with AMD rocprof kernel profiler for HIP backend variants. This will generate profiler times for HIP backend variants -``` python -python runTests.py --test_type 1 --profiling YES -``` - -## Features -The suite includes: -- Unit tests that execute the desired functionality and variant once, report RPP execution wall time and save output images -- Performance tests that execute the desired functionality and variant 100 times by default, and report max/min/avg RPP execution wall time, or optionally, AMD rocprof kernel profiler max/min/avg time for HIP backend variants. -- Unit and Performance tests are included for three layouts - PLN1 (1 channel planar NCHW), PLN3 (3 channel planar NCHW) and PKD3 (3 channel packed/interrleaved NHWC). -- Unit and Performance tests are included for various input/output bitdepths including U8/F32/F16/I8. -- Support for pixelwise output referencing against golden outputs, and functionality validation checking, by tolerance-based pass/fail criterions for each variant. (Current support only for U8 variants) -- Support for TurboJPEG and OpenCV decoder for decoding input images diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 758c386bc..182f7e7cf 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -1,49 +1,32 @@ # Anywhere {branch} is used, the branch name will be substituted. # These comments will also be removed. -root: doxygen/html/index -subtrees: - - caption: Support - entries: - - file: tech_support - - caption: About - entries: - - file: license - - defaults: numbered: False -#root: doxygen/html/index + maxdepth: 6 root: index subtrees: - entries: + - file: what-is-rpp.rst + + +- caption: Install + entries: - file: install/install.rst - title: Installation - - file: conceptual/what-is-rpp.rst - title: What is RPP - - file: doxygen/html/files - title: RPP API Reference + title: Install RPP + +- caption: Reference + entries: + - file: doxygen/html/globals + title: API library subtrees: - entries: - - file: doxygen/html/rpp_8h - title: Top-Level RPP Header - - file: doxygen/html/rppdefs_8h - title: Typedefs, Enums, and Structs - - file: doxygen/html/rppt_8h - title: RPP Tensor Operations - - file: doxygen/html/rppt__tensor__color__augmentations_8h - title: Color Augmentations - - file: doxygen/html/rppt__tensor__data__exchange__operations_8h - title: Exchange Operations - - file: doxygen/html/rppt__tensor__effects__augmentations_8h - title: Effects Augmentations - - file: doxygen/html/rppt__tensor__filter__augmentations_8h - title: Filter Augemntations - - file: doxygen/html/rppt__tensor__geometric__augmentations_8h - title: Geometric Augmentations - - file: doxygen/html/rppt__tensor__morphological__operations_8h - title: Morphological Operations - - file: doxygen/html/rppt__tensor__statistical__operations_8h - title: Statistical Operations + - file: doxygen/html/files + title: Modules + - file: doxygen/html/annotated + title: Data structures - file: doxygen/html/deprecated - title: Deprecated Functions - - file: license.rst \ No newline at end of file + title: Deprecated functions + +- caption: About + entries: + - file: license.rst diff --git a/docs/what-is-rpp.rst b/docs/what-is-rpp.rst new file mode 100644 index 000000000..d68d75d5d --- /dev/null +++ b/docs/what-is-rpp.rst @@ -0,0 +1,218 @@ +.. meta:: + :description: What is RPP + :keywords: RPP, ROCm, Performance Primitives, documentation + +.. _what-is: + +******************************************************************** +What is RPP? +******************************************************************** + +AMD ROCm Performance Primitives (RPP) library is a comprehensive, high-performance computer +vision library for AMD processors that have HIP, OpenCL, or CPU backends. + +.. image:: ./data/rpp_structure_4.png + :alt: RPP Functions + +Supported functionalities and variants +========================================== + +The following tables show the CPU and GPU support for various RPP functionalities and variants. You +can view image samples following the tables. + +Image augmentations +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "brightness", "✅", "✅" + "gamma correction", "✅", "✅" + "blend", "✅", "✅" + "blur", "✅", "✅" + "contrast", "✅", "✅" + "pixelate", "✅", "✅" + "jitter", "✅", "✅" + "snow", "✅", "✅" + "noise", "✅", "✅" + "random shadow", "✅", "✅" + "fog", "✅", "✅" + "rain", "✅", "✅" + "random crop letterbox", "✅", "✅" + "exposure", "✅", "✅" + "histogram balance", "✅", "❌" + +Statistical functions +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "thresholding", "✅", "✅" + "min", "✅", "✅" + "max", "✅", "✅" + "min max loc", "✅", "❌" + "integral", "✅", "❌" + "histogram_equalization", "✅", "❌" + "mean stddev", "✅", "❌" + +Geometry transforms +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "flip", "✅", "✅" + "resize", "✅", "✅" + "resize crop", "✅", "✅" + "rotate", "✅", "✅" + "warp affine", "✅", "✅" + "fisheye", "✅", "✅" + "lens correction", "✅", "✅" + "scale", "✅", "✅" + "warp perspective", "✅", "✅" + +Advanced augmentations +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "water", "✅", "✅" + "non-linear blend", "✅", "✅" + "color cast", "✅", "✅" + "erase", "✅", "✅" + "crop and patch", "✅", "✅" + "lut", "✅", "✅" + "glitch", "✅", "✅" + +Fused functions +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "color twist", "✅", "✅" + "crop", "✅", "✅" + "crop mirror normalize", "✅", "✅" + "resize crop mirror", "✅", "✅" + +Morphological transforms +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "erode", "✅", "✅" + "dilate", "✅", "✅" + +Color model conversions +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "hue", "✅", "✅" + "saturation", "✅", "✅" + "color convert", "✅", "✅" + "color temperature", "✅", "✅" + "vignette", "✅", "✅" + "channel extract", "✅", "❌" + "channel combine", "✅", "❌" + "lookup table", "✅", "✅" + "tensor table lookup", "✅", "❌" + +Filter operations +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "box filter", "✅", "✅" + "sobel filter", "✅", "✅" + "median filter", "✅", "✅" + "custom convolution", "✅", "❌" + "non-max suppression", "✅", "✅" + "gaussian filter", "✅", "✅" + "non-linear filter", "✅", "✅" + +Arithmetic operations +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "absolute difference", "✅", "✅" + "accumulate weighted", "✅", "✅" + "accumulate", "✅", "✅" + "add", "✅", "✅" + "subtract", "✅", "✅" + "magnitude", "✅", "✅" + "multiply", "✅", "✅" + "phase", "✅", "✅" + "tensor add", "✅", "✅" + "tensor subtract", "✅", "✅" + "tensor multiply", "✅", "✅" + "accumulate squared", "✅", "✅" + +Logical operations +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "bitwise ``AND``", "✅", "✅" + "bitwise ``NOT``", "✅", "✅" + "exclusive ``OR``", "✅", "✅" + "inclusive ``OR``", "✅", "✅" + +Computer vision +----------------------------------------------------------------------------------------------- + +.. csv-table:: + :widths: 7, 3, 3 + :header: "Type", "CPU", "GPU" + + "local binary pattern", "✅", "✅" + "data object copy", "✅", "✅" + "gaussian image pyramid", "✅", "✅" + "laplacian image pyramid", "✅", "✅" + "canny edge detector", "✅", "✅" + "harris corner detector", "✅", "✅" + "tensor convert bit depth", "✅", "❌" + "fast corner detector", "✅", "❌" + "reconstruction laplacian image pyramid", "✅", "❌" + "control flow", "✅", "✅" + "hough lines", "✅", "❌" + "hog", "✅", "❌" + "remap", "✅", "❌" + "tensor matrix multiply", "✅", "✅" + "tensor transpose", "✅", "✅" + +Image examples +--------------------------------------------------------------- + +.. image:: ./data/supported_functionalities_samples.jpg + :alt: Supported function samples + +3D images +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The following is an example of a 3D medical image before and after ``fused_multiply_add_scalar``. + +.. list-table:: + + * - Original image + - Modified image + * - .. image:: ./data/niftiInput.gif + - .. image:: ./data/niftiOutputBrightened.gif From a6749bac7447033b2e534b0c1e65ceb87fdea953 Mon Sep 17 00:00:00 2001 From: Lisa Date: Wed, 20 Mar 2024 12:06:52 -0600 Subject: [PATCH 38/66] Update notes --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 872c8888d..c9349c394 100644 --- a/README.md +++ b/README.md @@ -92,7 +92,8 @@ Install RPP runtime, development, and test packages. * Development package - `rpp-dev`/`rpp-devel` provides the library, header files, and samples * Test package - `rpp-test` provides CTest to verify installation -**NOTE:** Package install will auto install all dependencies. +> [!NOTE] +> Package install will auto install all dependencies. #### Ubuntu @@ -120,7 +121,8 @@ sudo zypper install rpp rpp-devel rpp-test git clone https://github.com/ROCm/rpp.git ``` - **Note:** RPP has support for two GPU backends: **OPENCL** and **HIP**: +> [!NOTE] +> RPP has support for two GPU backends: **OPENCL** and **HIP**: * Instructions for building RPP with the **HIP** GPU backend (default GPU backend): From a2559066e25158cb64fc68cbefd0fb7477d85982 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Mar 2024 23:22:03 -0700 Subject: [PATCH 39/66] Docs - Bump rocm-docs-core[api_reference] from 0.37.0 to 0.37.1 in /docs/sphinx (#329) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.37.0 to 0.37.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.37.0...v0.37.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/sphinx/requirements.in | 2 +- docs/sphinx/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/requirements.in b/docs/sphinx/requirements.in index f8a4c5b50..faf8fc2c6 100644 --- a/docs/sphinx/requirements.in +++ b/docs/sphinx/requirements.in @@ -1 +1 @@ -rocm-docs-core[api_reference]==0.37.0 +rocm-docs-core[api_reference]==0.37.1 diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt index a1eb4c892..b3be4570d 100644 --- a/docs/sphinx/requirements.txt +++ b/docs/sphinx/requirements.txt @@ -110,7 +110,7 @@ requests==2.28.2 # via # pygithub # sphinx -rocm-docs-core[api-reference]==0.37.0 +rocm-docs-core[api-reference]==0.37.1 # via -r requirements.in smmap==5.0.0 # via gitdb From d3df76124c3cd4f314edaea404a4932d94329324 Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 22 Mar 2024 18:04:40 -0700 Subject: [PATCH 40/66] RPP Voxel Flip on HIP and HOST (#285) * added support for flip voxel * added test suite support * added golden outputs for flip voxel made changes in test suite to run QA tests for flip * updated golden outputs with correct values * minor bug fix in the hip test suite * made changes to variable names for better readability fixed comments in test suite minor cleanup * combined the flip axis factor as ternary operator in HIP kernel added new enum for error handling when source and destination layouts are not matching * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted flip voxel golden outputs to bin files * changed copyright from 2023 to 2024 * Update flip_voxel.hpp license * License - updates to 2024 and consistency changes (#298) * Match all CMakeLists.txt license as per RPP's outermost LICENSE file * Match all python files' license as per RPP's outermost LICENSE file * Match all .hpp files' license as per RPP's outermost LICENSE file * Match all .cpp files' license as per RPP's outermost LICENSE file * Match all .h files' license as per RPP's outermost LICENSE file * Remove all rights reserved as per LICENSE file * Remove double space in "Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc." * Match all .cmake files' license as per RPP's outermost LICENSE file * Match all .cpp.in files' license as per RPP's outermost LICENSE file * Replace 283 occurrences in 282 files - 2023 to 2024 * Add "MIT License" title to 281 instances * Add missing license * Test - Update README.md for test_suite (#299) * Bump rocm-docs-core[api_reference] from 0.33.0 to 0.33.1 in /docs/sphinx (#301) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.0 to 0.33.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.0...v0.33.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump rocm-docs-core[api_reference] from 0.33.1 to 0.33.2 in /docs/sphinx (#302) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.1 to 0.33.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.1...v0.33.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update doc codeowners (#303) * Documentation - Bump rocm-docs-core[api_reference] from 0.33.2 to 0.34.0 in /docs/sphinx (#304) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.2 to 0.34.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.2...v0.34.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Test suite - upgrade 5 qa perf (#305) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Abishek <52214183+r-abishek@users.noreply.github.com> Co-authored-by: Snehaa Giridharan Co-authored-by: r-abishek * RPP Color Temperature on HOST and HIP (#271) * Initial commit - Color Temperature HOST Tensor * Initial commit - Color Temperature HIP Tensor * Add color temperature golden outputs * address review comments * Use reinterpret_cast instead of static_cast * Combine templated functions to support all datatypes into one (got minor perf difference of order 3%) Also fixes indentation * Fix i8 datatype * Cleanup * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Fix PLN3 variant outputs Also modifies reference outputs * Update color_temperature.hpp license * Delete color_temperature_u8_Tensor_PKD3.csv * Delete color_temperature_u8_Tensor_PLN3.csv --------- Co-authored-by: snehaa8 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> * RPP Voxel 3D Tensor Add/Subtract scalar on HOST and HIP (#272) * added HOST support for voxel add kernel * added HIP support for voxel add kernel * added test suite support for add scalar * added Doxygen support and modified hip kernel function names as per new standard * added HOST support for voxel subtract kernel * added HIP support for voxel subtract kernel * added test suite support * updated the golden outputs for subtract with correct values * removed unnessary validation checks * Remove double spaces * Fix header * Fix all retval docs * Fix docs to add memory type * Fix comment * Add divider comment * Use post-increment efficiently * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted add and subtract scalar golden outputs to bin files * changed copyright from 2023 to 2024 * Update add_scalar.hpp license * Update subtract_scalar.hpp license --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * RPP Magnitude on HOST and HIP (#278) * Initial commit - Magnitude HOST Tensor * Add QA reference outputs * Update runTests.py * Initial commit - Magnitude HIP Tensor * Add dual input support in testsuite * Optimize HOST kernel further * Optimize i8 datatype further * Modify comments * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Bump rocm-docs-core[api_reference] from 0.31.0 to 0.33.0 in /docs/sphinx (#294) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.31.0 to 0.33.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.31.0...v0.33.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update Copywright year * Combine templated functions to support all datatypes * Modify format of reference outputs * Update rppi_arithmetic_operations.h license * Update rppt_tensor_arithmetic_operations.h license * Update host_tensor_arithmetic_operations.hpp * Update magnitude.hpp license * Update hip_tensor_arithmetic_operations.hpp license * Delete magnitude_u8_Tensor_PKD3.csv * Delete magnitude_u8_Tensor_PLN1.csv * Delete magnitude_u8_Tensor_PLN3.csv * Update rpp_test_suite_common.h license * Update runTests.py license * Update Tensor_hip.cpp license * Update runTests.py license * Update Tensor_host.cpp license --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> * Bump rocm-docs-core[api_reference] from 0.34.0 to 0.34.2 in /docs/sphinx (#309) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.0 to 0.34.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.34.0...v0.34.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Tensor Audio Support - Down Mixing (#296) * Initial commit - Non slient region detection Includes unittest setup * Initial commit - To Decibels Includes unittest setup * Intial commit - pre_emphasis_filter * Intial commit - down_mixing * Replace vectors with arrays * Cleanup * Minor cleanup * Optimize downmixing Kernel Includes cleanup * Replace Rpp64s with Rpp32s * Cleanup * Optimize and precompute cutOff * Fix buffer used * Fix buffer used * Additional Cleanup * Optimize post incrmeent operation * Optimize post increment operation * Update testsuite for Audio * code cleanup * Add Readme file for Audio test suite * changes based on review comments * minor change * Remove unittest folders and updated README.md * Remove unit tests * minor change * code cleanup * added common header file for audio helper functions * removed unncessary audio wav files fixed bug in ROI updation for audio test suite resolved issue in summary generation for performance tests in python * removed log file * added doxygen support for audio * added doxygen changes for to_decibels * updated test suite support for to_decibels * minor change * added doxygen changes for preemphasis filter * updated changes for preemphasis filter in test suite * removed the usage of getMax function and used std::max_element * modularized code in test suite * merge with latest changes * minor change * minor change * minor change * resolved codacy warnings * Codacy fix - Remove unused cpuTime * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * resolved issue with file_system dependency in test suite * Doxygen changes changed malloc to new in NSR kernel * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * added ctests for audio test suite for CI made changes to add more clarity on the QA Tests results * Cmake mods for ctest * HOST-only build error bugfix * added qa mode paramter to python audio script added golden output map for QA testing of Non silent region detection * minor change * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * added example for MMS calculation in comments for better understanding * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * updated info used to for running audio test suite * removed bitdepth variable from audio test suite * added more information on computing NSR outputs in the example added * Fix doxygen for decibels Also removes extra QA reference files * move tensor_host_audio.cpp to host folder * Fix build errors and qa tests in Audio Test suite * Fix build errors and qa tests in Audio Test suite * Add reference output and test samples for downmix * Add down_mix in augmentation list and supported cases * Remove auto-merge repeated funcs * Improve clarity of header docs * Remove blank line * Improve clarity on header docs * Add Doxygen comments * minor change * converted golden outputs to binary file for downmixing * removed old golden output file for preemphasis and todecibels * modified info for downmixing as per new changes used handle memory for temporary buffers * formatting changes * moved the common code for SSE and AVX to outside * Update down_mixing.hpp license * Update rppt_tensor_audio_augmentations.h * combined the srcLength and channels tensors into single tensor --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sundarrajan98 * RPP Voxel 3D Tensor Multiply scalar on HOST and HIP (#306) * added HIP support for voxel scalar multiply kernel * added HOST support for voxel multiply kernel added golden outputs for voxel multiply kernel * merge with master * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted multiply scalar voxel golden outputs to bin files * changed copyright from 2023 to 2024 --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Test Suite Bugfix (#307) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance * Fix segmentation fault * Revert QAmode to restrict HIP bitdepths * Use Rpp64u for HOST while comparing outputs * Fix ambiguous abs call * Fix for SLES CI HIP fail - error: incompatible pointer types assigning to 'unsigned long *' from 'unsigned long long *' - refOutput = TensorSumReferenceOutputs[numChannels].data(); --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa Giridharan Co-authored-by: Pavel Tcherniaev * Bump rocm-docs-core[api_reference] from 0.34.2 to 0.35.0 in /docs/sphinx (#313) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.2 to 0.35.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.34.2...v0.35.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Reduction - Tensor min and Tensor max on HOST and HIP (#260) * Minor Change * Add Validation check for DST_FOLDER path * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * Add Validation checks for all options in testAllScript.sh * Add sanity check for dual Input cases Set Max Dimension and Max Image Dump Replaced Fast DCT tag with Accurate DCT * Regenerate golden outputs using accurate dct Flag Add golden outputs for some new augmentations * Fix Flip golden outputs mismatch Fix PLN3 variants mismatch in QA mode * Add MAX_BATCH_SIZE check removed Augmentations function calls for failing Qa modes code cleanup * Add crop and gamma correction augmentations code cleanup * Add comments to functions in rpp_test_suite_common.h * minor change * code cleanup * minor code changes * Change roi and Image sizes for crop augmentation * Change numIterations option to numRuns Addressed PR comments * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * Add turboJpeg header to update maxHeight and maxWidth values * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Change the performance Timings logic * Add Avx2 implementation for F32 and U8 toggle variants * minor change to support u8_f16 and u8_f32 cases * Regenerate LUT golden outputs with ACCURATE_DCT tag * Minor code changes * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * Made changes to the runTests.py in Host to remove testAllScipts.sh * Made changes to the runTests.py in HIP to remove testAllScipts.sh * Initial commit - Image min and max Reduction kernel Includes * u8 datatype for both min and max HOST Tensor of all variants. * Testsuite changes. * NWC -initial code for min max PLN3 - PLN3 * made changes to split min and max kernels seperately * splitted kernels for min and max * made changes to print final max/min in the R,G,B channels * fixed inaccuracies in min/max computation * made changes to typecast intermediate output to output requested by user added comments for the code code cleanup and minor changes in test suite * fixed build issues removed image folders used for min, max and sum reverted unwanted file changes * minor changes in test suite * removed support for unwanted test case in Tensor_hip.cpp * Adds new option roi * remove testAllScripts.sh * Adds roi Option in HIP backend * Implement f32 variants * Implement f16 and i8 datatype variants * change F32 load and store logic * Add build flags in CMakeLists.txt to set AVX/SSE flags based on the system configuration * minor code changes * Initial commit - Image sum Reduction kernel Includes u8 PLN1 -> PLN1 conversion for HOST Tensor * Implement PKD3 and PLN3 for Image sum Tensor HOST * Support i8, f16 and f32 datatypes * Initial commit - Image sum Reduction HIP kernel Includes u8 PLN1 -> PLN1 conversion for Tensor * Implement PKD3 and PLN3 for Image sum Tensor HIP * Add support in testsuite Revert normalization for i8 HOST Tensor variants * Fix HIP testsuite Remove additional blanks for 1 channel output * Modify print statement in HIP testsuite * Improve readability for testsuite outputs * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * Fix HIP to support larger inputs * optimized load and store functions for water U8 and F32 variants in host removed commented code * Cleanup * removed golden outputs for water * minor changes * Cleanup Support Reduction QA test in testsuite * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * Remove unused variables and C style casting * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * Optimize u8 datatype further * Fix static_cast * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * added rotate case with golden outputs changed generic bilinear HOST codes to match with HIP codes * Add golden output for remaining all tensor augmentations * fix python script issues * Optimize u8 and i8 datatype Uses uint and int internal processing instead of float * Fix testsuite build errors * minor change * Fix QA check * Modify api naming from image_sum to tensor_sum Includes changes for both HOST and HIP * Support HIP Backend for RICAP * change rcm and rmn golden outputs * Fix HIP pkd3->pkd3 variant * changes based on review comments * change test_suite folder to tests * Optimize u8 and i8 datatype of HIP Includes modification in naming of shared memory * minor fix * changed generic nn F32 loads using gather and setr instructions * Optimize and cleanup U8 HIP * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Fix i8 datatype variants Includes cleanup * Fix the issues with color_to_greyscale * remove the empty folder creation * reverting back the folder name change * minor change * added comments for latest changes * minor change * Improve readability and Cleanup * Fix QA for HIP Includes cleanup * resolved review comments * minor change * Modify api naming from image_ to tensor_ for HOST * Add support for QA tests * removed range check for RMN U8-F32 and U8-F16 variants changed from hipMemset to hipMemsetAsync for RMN HIP Kernel removed multiplication by 255 for stdDev in RMN HOST U8-F16 and U8-F32 variants * Modify naming of shared memory with _smem in HIP Includes cleanup * Typecast and reuse markArr for HIP U8 and I8 * Cleanup and minor optimization * minor fix * fix codacy warnings * Additional cleanup * Cleanup and move #define * Changed the complexity of if statements in runTests.py * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Codacy fixes * Fix codacy warnings * Codacy fix * Address other codacy warnings * cleanup * Change Image functions to generic * Update ricap.hpp with reference paper * resolved minor issues happened with merge * minor changes * fixed minor issue with getting profiler times * minor formatting changes * resolved build issues in test suite renamed the min and max kernel file names * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * Cmake fix to prevent warning * Fix paths in new python scripts * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * Test suite fixes after tensor_min / tensor_max HOST merge * Fix max case * QA tests fix for hip and host * naming convention changes as per new std * Substitute imagePartial with partial * Substitute imageMin/imageMax with min/max * Replace hipMemset with hipMemsetAsync, and replace hipDeviceSynchronize with hipStreamSynchronize * Use variable instead of batchCount*4 * Use post increment effectivly * Resolve codacy warnings * Additional cleanup * remove unused variable * Documentation - Bump rocm-docs-core[api_reference] from 0.28.0 to 0.29.0 in /docs/sphinx (#265) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.28.0 to 0.29.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.28.0...v0.29.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Remove auto merge boost * Spaces formatting * Bump rocm-docs-core[api_reference] from 0.29.0 to 0.30.1 in /docs/sphinx (#268) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.29.0 to 0.30.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.29.0...v0.30.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * add support for mi300 (#269) * Documentation - Bump rocm-docs-core[api_reference] from 0.30.1 to 0.30.2 in /docs/sphinx (#273) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.30.1 to 0.30.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.30.1...v0.30.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Cleanup by removing oneliner functions as inline * RPP Tensor Audio Support - To Decibels (#258) * Initial commit - Non slient region detection Includes unittest setup * Initial commit - To Decibels Includes unittest setup * Replace vectors with arrays * Cleanup * Replace Rpp64s with Rpp32s * Optimize and precompute cutOff * Fix buffer used * Fix buffer used * Additional Cleanup * Update testsuite for Audio * code cleanup * Add Readme file for Audio test suite * changes based on review comments * minor change * Remove unittest folders and updated README.md * Remove unit tests * minor change * code cleanup * added common header file for audio helper functions * removed unncessary audio wav files fixed bug in ROI updation for audio test suite resolved issue in summary generation for performance tests in python * removed log file * added doxygen support for audio * added doxygen changes for to_decibels * updated test suite support for to_decibels * minor change * removed the usage of getMax function and used std::max_element * modularized code in test suite * merge with latest changes * minor change * minor change * resolved codacy warnings * Codacy fix - Remove unused cpuTime * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * resolved issue with file_system dependency in test suite * Doxygen changes changed malloc to new in NSR kernel * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * added ctests for audio test suite for CI made changes to add more clarity on the QA Tests results * Cmake mods for ctest * HOST-only build error bugfix * added qa mode paramter to python audio script added golden output map for QA testing of Non silent region detection * minor change * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * added example for MMS calculation in comments for better understanding * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * updated info used to for running audio test suite * removed bitdepth variable from audio test suite * added more information on computing NSR outputs in the example added * Fix doxygen for decibels Also removes extra QA reference files * Fix build errors and qa tests in Audio Test suite * Remove auto-merge repeated funcs * Improve clarity on header docs * made changes based on review comments * stored golden outputs of to_decibels in binary file removed golden output text files for non silent region * removed unused parameter in verify_output function * updated list of cases supported in python script * added error handling for opening golden output file * Codacy fix and tests warning fix * Codacy fix * Codacy fix trial * codacy fix for checking boundaries of fstream --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Documentation - Bump rocm-docs-core[api_reference] from 0.30.2 to 0.30.3 in /docs/sphinx (#274) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.30.2 to 0.30.3. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.30.2...v0.30.3) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Adding issue template (#270) * Add files via upload * added ROCm v6, MI300, default component * Fix cast used in testsuite Includes minor fixes * Fix displaying f16 outputs * Optimize HOST min/max reduce function further * Fix spacing in HIP kernels * Fix PLN1 outputs for u8 and i8 datatypes of HOST backend * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Bump rocm-docs-core[api_reference] from 0.31.0 to 0.33.0 in /docs/sphinx (#294) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.31.0 to 0.33.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.31.0...v0.33.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Store reference outputs via map for min and max kernels * Update tensor_max.hpp license * Update tensor_min.hpp license * Fix output comparison check * Merge branch 'ar/opt_tensor_min_tensor_max' of https://github.com/r-abishek/rpp into sn/tensor_min_max * Modify exit condition used in outer most kernel * Modify srcIdx for HIP Tensor min * Using maximum as 255 for HIP Tensor min * Modify srcIdx for HIP Tensor max kernel Also fixes build error in testsuite * Fix corrupted outputs displayed for Tensor sum * Fix corruption issue seen with tensor sum kernel * Fix minimum for I8 Tensor max kernel * Modified HIP buffer initialization with a common function * Fix redefinition * Remove additional variables xAlignedLength * Remove unwanted xAlignedLength and xDiff * Remove redefinition of TensorSumReferenceOutputs * Fix for CI issue * Add parenthesis --------- Signed-off-by: dependabot[bot] Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Snehaa Giridharan Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: fiona-gladwin Co-authored-by: Kiriti Gowda Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Lakshmi Kumar Co-authored-by: abhimeda <138710508+abhimeda@users.noreply.github.com> * CI - Update precheckin.groovy * added separate kernels for doing flip when horizontal flip is not set * fixed build issue * Add supported case * reverted incorrect changes happened with merge --------- Signed-off-by: dependabot[bot] Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sam Wu Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa Giridharan Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: Sundarrajan98 Co-authored-by: Pavel Tcherniaev Co-authored-by: fiona-gladwin Co-authored-by: Lakshmi Kumar Co-authored-by: abhimeda <138710508+abhimeda@users.noreply.github.com> --- include/rppdefs.h | 4 +- include/rppt_tensor_geometric_augmentations.h | 66 ++- .../host_tensor_geometric_augmentations.hpp | 1 + src/modules/cpu/kernel/flip_voxel.hpp | 420 ++++++++++++++++++ .../hip_tensor_geometric_augmentations.hpp | 1 + src/modules/hip/kernel/flip_voxel.hpp | 254 +++++++++++ .../rppt_tensor_geometric_augmentations.cpp | 109 +++++ utilities/test_suite/HIP/Tensor_hip.cpp | 2 +- utilities/test_suite/HIP/Tensor_voxel_hip.cpp | 24 + utilities/test_suite/HIP/runTests_voxel.py | 6 +- .../test_suite/HOST/Tensor_voxel_host.cpp | 24 + utilities/test_suite/HOST/runTests_voxel.py | 6 +- .../flip_voxel/flip_voxel_nifti_output.bin | Bin 0 -> 4377600 bytes utilities/test_suite/rpp_test_suite_voxel.h | 1 + 14 files changed, 898 insertions(+), 20 deletions(-) create mode 100644 src/modules/cpu/kernel/flip_voxel.hpp create mode 100644 src/modules/hip/kernel/flip_voxel.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT_VOXEL/flip_voxel/flip_voxel_nifti_output.bin diff --git a/include/rppdefs.h b/include/rppdefs.h index b0baf7d34..a44590f10 100644 --- a/include/rppdefs.h +++ b/include/rppdefs.h @@ -116,8 +116,10 @@ typedef enum RPP_ERROR_NOT_ENOUGH_MEMORY = -16, /*! \brief Out of bound source ROI \ingroup group_rppdefs */ RPP_ERROR_OUT_OF_BOUND_SRC_ROI = -17, + /*! \brief src and dst layout mismatch \ingroup group_rppdefs */ + RPP_ERROR_SRC_DST_LAYOUT_MISMATCH = -18, /*! \brief Number of channels is invalid. (Needs to adhere to function specification.) \ingroup group_rppdefs */ - RPP_ERROR_INVALID_CHANNELS = -18 + RPP_ERROR_INVALID_CHANNELS = -19 } RppStatus; /*! \brief RPP rppStatus_t type enums diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 267293c9e..8193a7d6e 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -448,16 +448,16 @@ RppStatus rppt_phase_gpu(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr srcDesc * \details This function performs slice augmentation on a generic 4D tensor. * Slice augmentation involves selecting a region of interest (ROI) from the source tensor * and copying it to the destination tensor. Support added for f32 -> f32 and u8 -> u8 dataypes. - * \param[in] srcPtr source tensor memory + * \param[in] srcPtr source tensor in HOST memory * \param[in] srcGenericDescPtr source tensor descriptor - * \param[out] dstPtr destination tensor memory + * \param[out] dstPtr destination tensor in HOST memory * \param[in] dstGenericDescPtr destination tensor descriptor * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) - * \param [in] rppHandle Host-handle - * \return RppStatus enum. - * \returns RPP_SUCCESS \ref RppStatus on successful completion. - * Else return RPP_ERROR + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. * \ingroup group_tensor_geometric */ RppStatus rppt_slice_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); @@ -467,21 +467,63 @@ RppStatus rppt_slice_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, * \details This function performs slice augmentation on a generic 4D tensor. * Slice augmentation involves selecting a region of interest (ROI) from the source tensor * and copying it to the destination tensor. Support added for f32 -> f32 and u8 -> u8 dataypes. - * \param[in] srcPtr source tensor memory + * \param[in] srcPtr source tensor in HIP memory * \param[in] srcGenericDescPtr source tensor descriptor - * \param[out] dstPtr destination tensor memory + * \param[out] dstPtr destination tensor in HIP memory * \param[in] dstGenericDescPtr destination tensor descriptor * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) - * \param [in] rppHandle HIP-handle - * \return RppStatus enum. - * \returns RPP_SUCCESS \ref RppStatus on successful completion. - * Else return RPP_ERROR + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. * \ingroup group_tensor_geometric */ RppStatus rppt_slice_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/*! \brief Flip voxel augmentation HOST + * \details The flip voxel augmentation performs a mask-controlled horizontal/vertical/depth flip on a generic 4D tensor. +
    Support added for f32 -> f32 and u8 -> u8 dataypes. + * \param[in] srcPtr source tensor in HOST memory + * \param[in] srcGenericDescPtr source tensor descriptor (Restrictions - numDims = 5, offsetInBytes >= 0, dataType = U8/F32, layout = NCDHW/NDHWC, c = 1/3) + * \param[out] dstPtr destination tensor in HOST memory + * \param[in] dstGenericDescPtr destination tensor descriptor (Restrictions - numDims = 5, offsetInBytes >= 0, dataType = U8/F32, layout = NCDHW/NDHWC, c = 1/3) + * \param [in] horizontalTensor horizontal flag values to set horizontal flip on/off (1D tensor in HOST memory, of size batchSize, with horizontalTensor[i] = 0/1) + * \param [in] verticalTensor vertical flag values to set vertical flip on/off (1D tensor in HOST memory, of size batchSize, with verticalTensor[i] = 0/1) + * \param [in] depthTensor depth flag values to set depth flip on/off (1D tensor in HOST memory, of size batchSize, with depthTensor[i] = 0/1) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + * \ingroup group_tensor_geometric + */ +RppStatus rppt_flip_voxel_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u *horizontalTensor, Rpp32u *verticalTensor, Rpp32u *depthTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Flip voxel augmentation GPU + * \details The flip voxel augmentation performs a mask-controlled horizontal/vertical/depth flip on a generic 4D tensor. +
    Support added for f32 -> f32 and u8 -> u8 dataypes. + * \param[in] srcPtr source tensor in HIP memory + * \param[in] srcGenericDescPtr source tensor descriptor (Restrictions - numDims = 5, offsetInBytes >= 0, dataType = U8/F32, layout = NCDHW/NDHWC, c = 1/3) + * \param[out] dstPtr destination tensor in HIP memory + * \param[in] dstGenericDescPtr destination tensor descriptor (Restrictions - numDims = 5, offsetInBytes >= 0, dataType = U8/F32, layout = NCDHW/NDHWC, c = 1/3) + * \param [in] horizontalTensor horizontal flag values to set horizontal flip on/off (1D tensor in pinned/HOST memory, of size batchSize, with horizontalTensor[i] = 0/1) + * \param [in] verticalTensor vertical flag values to set vertical flip on/off (1D tensor in pinned/HOST memory, of size batchSize, with verticalTensor[i] = 0/1) + * \param [in] depthTensor depth flag values to set depth flip on/off (1D tensor in pinned/HOST memory, of size batchSize, with depthTensor[i] = 0/1) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + * \ingroup group_tensor_geometric + */ +RppStatus rppt_flip_voxel_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u *horizontalTensor, Rpp32u *verticalTensor, Rpp32u *depthTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! @} */ diff --git a/src/modules/cpu/host_tensor_geometric_augmentations.hpp b/src/modules/cpu/host_tensor_geometric_augmentations.hpp index 1d7c9d1a3..174b418e8 100644 --- a/src/modules/cpu/host_tensor_geometric_augmentations.hpp +++ b/src/modules/cpu/host_tensor_geometric_augmentations.hpp @@ -34,5 +34,6 @@ SOFTWARE. #include "kernel/warp_affine.hpp" #include "kernel/phase.hpp" #include "kernel/slice.hpp" +#include "kernel/flip_voxel.hpp" #endif // HOST_TENSOR_GEOMETRIC_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/kernel/flip_voxel.hpp b/src/modules/cpu/kernel/flip_voxel.hpp new file mode 100644 index 000000000..0a8ab0439 --- /dev/null +++ b/src/modules/cpu/kernel/flip_voxel.hpp @@ -0,0 +1,420 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus flip_voxel_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32u *horizontalTensor, + Rpp32u *verticalTensor, + Rpp32u *depthTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI3D roiDefault; + if (srcGenericDescPtr->layout == RpptLayout::NCDHW) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[4], (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2]}; + else if (srcGenericDescPtr->layout == RpptLayout::NDHWC) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2], (Rpp32s)srcGenericDescPtr->dims[1]}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + RpptROI3D roi; + RpptROI3DPtr roiPtrInput = &roiGenericPtrSrc[batchCount]; + compute_roi3D_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32u horizontalFlag = horizontalTensor[batchCount]; + Rpp32u verticalFlag = verticalTensor[batchCount]; + Rpp32u depthFlag = depthTensor[batchCount]; + + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcGenericDescPtr->strides[0]; + dstPtrImage = dstPtr + batchCount * dstGenericDescPtr->strides[0]; + + Rpp32u bufferLength = roi.xyzwhdROI.roiWidth * layoutParams.bufferMultiplier; + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; + + // Initialize load functions with default values + auto load24FnPkdPln = &rpp_load24_f32pkd3_to_f32pln3_avx; + auto load8Fn = &rpp_load8_f32_to_f32_avx; + + // Update the load functions, horizontalFactor, verticalFactor and horizontalStrideSrcIncrement based on the flags enabled + if (horizontalFlag == 1) + { + load24FnPkdPln = &rpp_load24_f32pkd3_to_f32pln3_mirror_avx; + load8Fn = &rpp_load8_f32_to_f32_mirror_avx; + } + + Rpp32f *srcPtrChannel, *dstPtrChannel; + dstPtrChannel = dstPtrImage; + + // Compute constant increment, Decrement factors used in source pointer updation + Rpp32s srcPtrIncrement = (horizontalFlag)? -vectorIncrement : vectorIncrement; + Rpp32u hFlipFactor = (vectorIncrement - layoutParams.bufferMultiplier) * horizontalFlag; + Rpp32s srcPtrIncrementPerChannel = (horizontalFlag)? -vectorIncrementPerChannel : vectorIncrementPerChannel; + Rpp32u hFlipFactorPerChannel = (vectorIncrementPerChannel - 1) * horizontalFlag; + Rpp32s srcPtrIncrementPerRGB = (horizontalFlag) ? -3 : 3; + Rpp32s srcPtrIncrementPerPixel = (horizontalFlag) ? -1 : 1; + + // flip without fused output-layout toggle (NCDHW -> NCDHW) + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + { + alignedLength = (bufferLength / 8) * 8; + Rpp32u horizontalFactor = roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier; + Rpp32u verticalFactor = roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[3]; + Rpp32u depthFactor = roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[2]; + Rpp32s horizontalStrideSrcIncrement = srcGenericDescPtr->strides[3]; + Rpp32s depthStrideIncrement = srcGenericDescPtr->strides[2]; + + if (horizontalFlag) + horizontalFactor += (roi.xyzwhdROI.roiWidth - vectorIncrementPerChannel) * layoutParams.bufferMultiplier; + if (verticalFlag) + { + verticalFactor += (roi.xyzwhdROI.roiHeight - 1) * srcGenericDescPtr->strides[3]; + horizontalStrideSrcIncrement = -srcGenericDescPtr->strides[3]; + } + if (depthFlag) + { + depthFactor = (roi.xyzwhdROI.roiDepth - 1) * srcGenericDescPtr->strides[2]; + depthStrideIncrement = -srcGenericDescPtr->strides[2]; + } + srcPtrChannel = srcPtrImage + depthFactor + verticalFactor + horizontalFactor; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrDepth, *dstPtrDepth; + srcPtrDepth = srcPtrChannel; + dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p[1]; + rpp_simd_load(load8Fn, srcPtrTemp, p); // simd loads + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += srcPtrIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + srcPtrTemp += hFlipFactorPerChannel; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp; + srcPtrTemp += srcPtrIncrementPerPixel; + } + srcPtrRow += horizontalStrideSrcIncrement; + dstPtrRow += dstGenericDescPtr->strides[3]; + } + srcPtrDepth += depthStrideIncrement; + dstPtrDepth += dstGenericDescPtr->strides[2]; + } + srcPtrChannel += srcGenericDescPtr->strides[1]; + dstPtrChannel += srcGenericDescPtr->strides[1]; + } + } + + // flip without fused output-layout toggle (NDHWC -> NDHWC) + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + { + Rpp32u horizontalFactor = roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier; + Rpp32u verticalFactor = roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[2]; + Rpp32u depthFactor = roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[1]; + Rpp32s horizontalStrideSrcIncrement = srcGenericDescPtr->strides[2]; + Rpp32s depthStrideIncrement = srcGenericDescPtr->strides[1]; + + if (horizontalFlag) + horizontalFactor += (roi.xyzwhdROI.roiWidth - vectorIncrementPerChannel) * layoutParams.bufferMultiplier; + if (verticalFlag) + { + verticalFactor += (roi.xyzwhdROI.roiHeight - 1) * srcGenericDescPtr->strides[2]; + horizontalStrideSrcIncrement = -srcGenericDescPtr->strides[2]; + } + if (depthFlag) + { + depthFactor = (roi.xyzwhdROI.roiDepth - 1) * srcGenericDescPtr->strides[1]; + depthStrideIncrement = -srcGenericDescPtr->strides[1]; + } + srcPtrChannel = srcPtrImage + depthFactor + verticalFactor + horizontalFactor; + + Rpp32f *srcPtrDepth = srcPtrChannel; + Rpp32f *dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[6]; + rpp_simd_load(load24FnPkdPln, srcPtrTemp, p); // simd loads + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += srcPtrIncrement; + dstPtrTemp += vectorIncrement; + } +#endif + srcPtrTemp += hFlipFactor; + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = srcPtrTemp[0]; + dstPtrTemp[1] = srcPtrTemp[1]; + dstPtrTemp[2] = srcPtrTemp[2]; + srcPtrTemp += srcPtrIncrementPerRGB; + dstPtrTemp += 3; + } + srcPtrRow += horizontalStrideSrcIncrement; + dstPtrRow += dstGenericDescPtr->strides[2]; + } + srcPtrDepth += depthStrideIncrement; + dstPtrDepth += dstGenericDescPtr->strides[1]; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus flip_voxel_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp8u *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32u *horizontalTensor, + Rpp32u *verticalTensor, + Rpp32u *depthTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI3D roiDefault; + if (srcGenericDescPtr->layout == RpptLayout::NCDHW) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[4], (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2]}; + else if (srcGenericDescPtr->layout == RpptLayout::NDHWC) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2], (Rpp32s)srcGenericDescPtr->dims[1]}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + RpptROI3D roi; + RpptROI3DPtr roiPtrInput = &roiGenericPtrSrc[batchCount]; + compute_roi3D_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32u horizontalFlag = horizontalTensor[batchCount]; + Rpp32u verticalFlag = verticalTensor[batchCount]; + Rpp32u depthFlag = depthTensor[batchCount]; + + Rpp8u *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcGenericDescPtr->strides[0]; + dstPtrImage = dstPtr + batchCount * dstGenericDescPtr->strides[0]; + + Rpp32u bufferLength = roi.xyzwhdROI.roiWidth * layoutParams.bufferMultiplier; + Rpp32u vectorIncrement = 48; + Rpp32u vectorIncrementPerChannel = 16; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; + + // Initialize load functions with default values + auto load48FnPkdPln = &rpp_load48_u8pkd3_to_f32pln3_avx; + auto load16Fn = &rpp_load16_u8_to_f32_avx; + + // Update the load functions, horizontalFactor, verticalFactor and horizontalStrideSrcIncrement based on the flags enabled + if (horizontalFlag == 1) + { + load48FnPkdPln = &rpp_load48_u8pkd3_to_f32pln3_mirror_avx; + load16Fn = &rpp_load16_u8_to_f32_mirror_avx; + } + + Rpp8u *srcPtrChannel, *dstPtrChannel; + dstPtrChannel = dstPtrImage; + + // Compute constant increment, Decrement factors used in source pointer updation + Rpp32s srcPtrIncrement = (horizontalFlag)? -vectorIncrement : vectorIncrement; + Rpp32u hFlipFactor = (vectorIncrement - layoutParams.bufferMultiplier) * horizontalFlag; + Rpp32s srcPtrIncrementPerChannel = (horizontalFlag)? -vectorIncrementPerChannel : vectorIncrementPerChannel; + Rpp32u hFlipFactorPerChannel = (vectorIncrementPerChannel - 1) * horizontalFlag; + Rpp32s srcPtrIncrementPerRGB = (horizontalFlag) ? -3 : 3; + Rpp32s srcPtrIncrementPerPixel = (horizontalFlag) ? -1 : 1; + + // flip without fused output-layout toggle (NCDHW -> NCDHW) + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + { + alignedLength = (bufferLength / 8) * 8; + Rpp32u horizontalFactor = roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier; + Rpp32u verticalFactor = roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[3]; + Rpp32u depthFactor = roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[2]; + Rpp32s horizontalStrideSrcIncrement = srcGenericDescPtr->strides[3]; + Rpp32s depthStrideIncrement = srcGenericDescPtr->strides[2]; + + if (horizontalFlag) + horizontalFactor += (roi.xyzwhdROI.roiWidth - vectorIncrementPerChannel) * layoutParams.bufferMultiplier; + if (verticalFlag) + { + verticalFactor += (roi.xyzwhdROI.roiHeight - 1) * srcGenericDescPtr->strides[3]; + horizontalStrideSrcIncrement = -srcGenericDescPtr->strides[3]; + } + if (depthFlag) + { + depthFactor = (roi.xyzwhdROI.roiDepth - 1) * srcGenericDescPtr->strides[2]; + depthStrideIncrement = -srcGenericDescPtr->strides[2]; + } + srcPtrChannel = srcPtrImage + depthFactor + verticalFactor + horizontalFactor; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtrDepth, *dstPtrDepth; + srcPtrDepth = srcPtrChannel; + dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp8u *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp8u *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p[2]; + rpp_simd_load(load16Fn, srcPtrTemp, p); // simd loads + rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += srcPtrIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + srcPtrTemp += hFlipFactorPerChannel; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = *srcPtrTemp; + srcPtrTemp += srcPtrIncrementPerPixel; + } + srcPtrRow += horizontalStrideSrcIncrement; + dstPtrRow += dstGenericDescPtr->strides[3]; + } + srcPtrDepth += depthStrideIncrement; + dstPtrDepth += dstGenericDescPtr->strides[2]; + } + srcPtrChannel += srcGenericDescPtr->strides[1]; + dstPtrChannel += dstGenericDescPtr->strides[1]; + } + } + + // flip without fused output-layout toggle (NDHWC -> NDHWC) + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + { + Rpp32u horizontalFactor = roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier; + Rpp32u verticalFactor = roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[2]; + Rpp32u depthFactor = roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[1]; + Rpp32s horizontalStrideSrcIncrement = srcGenericDescPtr->strides[2]; + Rpp32s depthStrideIncrement = srcGenericDescPtr->strides[1]; + + if (horizontalFlag) + horizontalFactor += (roi.xyzwhdROI.roiWidth - vectorIncrementPerChannel) * layoutParams.bufferMultiplier; + if (verticalFlag) + { + verticalFactor += (roi.xyzwhdROI.roiHeight - 1) * srcGenericDescPtr->strides[2]; + horizontalStrideSrcIncrement = -srcGenericDescPtr->strides[2]; + } + if (depthFlag) + { + depthFactor = (roi.xyzwhdROI.roiDepth - 1) * srcGenericDescPtr->strides[1]; + depthStrideIncrement = -srcGenericDescPtr->strides[1]; + } + srcPtrChannel = srcPtrImage + depthFactor + verticalFactor + horizontalFactor; + + Rpp8u *srcPtrDepth = srcPtrChannel; + Rpp8u *dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp8u *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp8u *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + + __m256 p[6]; + rpp_simd_load(load48FnPkdPln, srcPtrTemp, p); // simd loads + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += srcPtrIncrement; + dstPtrTemp += vectorIncrement; + } +#endif + srcPtrTemp += hFlipFactor; + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + dstPtrTemp[0] = srcPtrTemp[0]; + dstPtrTemp[1] = srcPtrTemp[1]; + dstPtrTemp[2] = srcPtrTemp[2]; + srcPtrTemp += srcPtrIncrementPerRGB; + dstPtrTemp += 3; + } + srcPtrRow += horizontalStrideSrcIncrement; + dstPtrRow += dstGenericDescPtr->strides[2]; + } + srcPtrDepth += depthStrideIncrement; + dstPtrDepth += dstGenericDescPtr->strides[1]; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_geometric_augmentations.hpp b/src/modules/hip/hip_tensor_geometric_augmentations.hpp index 429e6db10..3acdf4cfb 100644 --- a/src/modules/hip/hip_tensor_geometric_augmentations.hpp +++ b/src/modules/hip/hip_tensor_geometric_augmentations.hpp @@ -34,5 +34,6 @@ SOFTWARE. #include "kernel/resize_crop_mirror.hpp" #include "kernel/phase.hpp" #include "kernel/slice.hpp" +#include "kernel/flip_voxel.hpp" #endif // HIP_TENSOR_GEOMETRIC_AUGMENTATIONS_HPP diff --git a/src/modules/hip/kernel/flip_voxel.hpp b/src/modules/hip/kernel/flip_voxel.hpp new file mode 100644 index 000000000..83eac8d22 --- /dev/null +++ b/src/modules/hip/kernel/flip_voxel.hpp @@ -0,0 +1,254 @@ +#include +#include "rpp_hip_common.hpp" + +// Flips a NCDHW tensor along x direction +// Also Flips along y direction if mirrorYZ.x is set to 1 +// Also Flips along z direction if mirrorYZ.y is set to 1 +template +__global__ void flip_xyz_ncdhw_hip_tensor(T *srcPtr, + uint3 srcStridesCDH, + T *dstPtr, + uint3 dstStridesCDH, + int channels, + uint2 mirrorYZ, + RpptROI3DPtr roiGenericPtrSrc, + int batchIndex) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // W - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + int dstIdx = (id_z * dstStridesCDH.y) + (id_y * dstStridesCDH.z) + id_x; + int zFactor = ((mirrorYZ.y) ? (roiGenericPtrSrc->xyzwhdROI.xyz.z + roiGenericPtrSrc->xyzwhdROI.roiDepth - 1 - id_z) : (roiGenericPtrSrc->xyzwhdROI.xyz.z + id_z)) * srcStridesCDH.y; + int yFactor = ((mirrorYZ.x) ? (roiGenericPtrSrc->xyzwhdROI.xyz.y + roiGenericPtrSrc->xyzwhdROI.roiHeight - 1 - id_y) : (roiGenericPtrSrc->xyzwhdROI.xyz.y + id_y)) * srcStridesCDH.z; + int xFactor = (roiGenericPtrSrc->xyzwhdROI.xyz.x + roiGenericPtrSrc->xyzwhdROI.roiWidth - id_x - 8); + + // To handle the case when trying to load from invalid memory location when width is not a multiple of 8 + if((!batchIndex) && (id_x + 8 > roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + bool yCheck = ((mirrorYZ.x && id_y == roiGenericPtrSrc->xyzwhdROI.roiHeight - 1) || (!mirrorYZ.x && id_y == 0)); + bool zCheck = ((mirrorYZ.y && id_z == roiGenericPtrSrc->xyzwhdROI.roiDepth - 1) || (!mirrorYZ.y && id_z == 0)); + if(yCheck && zCheck) + { + xFactor = roiGenericPtrSrc->xyzwhdROI.xyz.x; + dstIdx -= (id_x + 8 - roiGenericPtrSrc->xyzwhdROI.roiWidth); + } + } + + int srcIdx = zFactor + yFactor + xFactor; + d_float8 pix_f8; + for(int c = 0; c < channels; c++) + { + rpp_hip_load8_and_unpack_to_float8_mirror(srcPtr + srcIdx, &pix_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &pix_f8); + srcIdx += srcStridesCDH.x; + dstIdx += dstStridesCDH.x; + } +} + +// Flips a NCDHW tensor along y direction if mirrorYZ.x is set to 1 +// Also Flips along z direction if mirrorYZ.y is set to 1 +template +__global__ void flip_yz_ncdhw_hip_tensor(T *srcPtr, + uint3 srcStridesCDH, + T *dstPtr, + uint3 dstStridesCDH, + int channels, + uint2 mirrorYZ, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // W - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + int dstIdx = (id_z * dstStridesCDH.y) + (id_y * dstStridesCDH.z) + id_x; + int zFactor = ((mirrorYZ.y) ? (roiGenericPtrSrc->xyzwhdROI.xyz.z + roiGenericPtrSrc->xyzwhdROI.roiDepth - 1 - id_z) : (roiGenericPtrSrc->xyzwhdROI.xyz.z + id_z)) * srcStridesCDH.y; + int yFactor = ((mirrorYZ.x) ? (roiGenericPtrSrc->xyzwhdROI.xyz.y + roiGenericPtrSrc->xyzwhdROI.roiHeight - 1 - id_y) : (roiGenericPtrSrc->xyzwhdROI.xyz.y + id_y)) * srcStridesCDH.z; + int xFactor = (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x); + int srcIdx = zFactor + yFactor + xFactor; + d_float8 pix_f8; + for(int c = 0; c < channels; c++) + { + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &pix_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &pix_f8); + srcIdx += srcStridesCDH.x; + dstIdx += dstStridesCDH.x; + } +} + +// Flips a NDHWC tensor along x direction +// Also Flips along y direction if mirrorYZ.x is set to 1 +// Also Flips along z direction if mirrorYZ.y is set to 1 +template +__global__ void flip_xyz_ndhwc_hip_tensor(T *srcPtr, + uint2 srcStridesDH, + T *dstPtr, + uint2 dstStridesDH, + uint2 mirrorYZ, + RpptROI3DPtr roiGenericPtrSrc, + int batchIndex) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // WC - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + int dstIdx = (id_z * dstStridesDH.x) + (id_y * dstStridesDH.y) + id_x * 3; + int zFactor = ((mirrorYZ.y) ? (roiGenericPtrSrc->xyzwhdROI.xyz.z + roiGenericPtrSrc->xyzwhdROI.roiDepth - 1 - id_z) : (roiGenericPtrSrc->xyzwhdROI.xyz.z + id_z)) * srcStridesDH.x; + int yFactor = ((mirrorYZ.x) ? (roiGenericPtrSrc->xyzwhdROI.xyz.y + roiGenericPtrSrc->xyzwhdROI.roiHeight - 1 - id_y) : (roiGenericPtrSrc->xyzwhdROI.xyz.y + id_y)) * srcStridesDH.y; + int xFactor = (roiGenericPtrSrc->xyzwhdROI.xyz.x + roiGenericPtrSrc->xyzwhdROI.roiWidth - id_x - 8) * 3; + + // To handle the case when trying to load from invalid memory location when width is not a multiple of 8 + if((!batchIndex) && (id_x + 8 > roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + bool yCheck = ((mirrorYZ.x && id_y == roiGenericPtrSrc->xyzwhdROI.roiHeight - 1) || (!mirrorYZ.x && id_y == 0)); + bool zCheck = ((mirrorYZ.y && id_z == roiGenericPtrSrc->xyzwhdROI.roiDepth - 1) || (!mirrorYZ.y && id_z == 0)); + if(yCheck && zCheck) + { + xFactor = roiGenericPtrSrc->xyzwhdROI.xyz.x * 3; + dstIdx -= (id_x + 8 - roiGenericPtrSrc->xyzwhdROI.roiWidth) * 3; + } + } + int srcIdx = zFactor + yFactor + xFactor; + d_float24 pix_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3_mirror(srcPtr + srcIdx, &pix_f24); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &pix_f24); +} + +// Flips a NDHWC tensor along y direction if mirrorYZ.x is set to 1 +// Also Flips along z direction if mirrorYZ.y is set to 1 +template +__global__ void flip_yz_ndhwc_hip_tensor(T *srcPtr, + uint2 srcStridesDH, + T *dstPtr, + uint2 dstStridesDH, + uint2 mirrorYZ, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // WC - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + int dstIdx = (id_z * dstStridesDH.x) + (id_y * dstStridesDH.y) + id_x * 3; + int zFactor = ((mirrorYZ.y) ? (roiGenericPtrSrc->xyzwhdROI.xyz.z + roiGenericPtrSrc->xyzwhdROI.roiDepth - 1 - id_z) : (roiGenericPtrSrc->xyzwhdROI.xyz.z + id_z)) * srcStridesDH.x; + int yFactor = ((mirrorYZ.x) ? (roiGenericPtrSrc->xyzwhdROI.xyz.y + roiGenericPtrSrc->xyzwhdROI.roiHeight - 1 - id_y) : (roiGenericPtrSrc->xyzwhdROI.xyz.y + id_y)) * srcStridesDH.y; + int xFactor = (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x) * 3; + int srcIdx = zFactor + yFactor + xFactor; + d_float24 pix_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &pix_f24); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &pix_f24); +} + +template +RppStatus hip_exec_flip_voxel_tensor(T *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + T *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + RpptROI3DPtr roiGenericPtrSrc, + Rpp32u *horizontalTensor, + Rpp32u *verticalTensor, + Rpp32u *depthTensor, + RpptRoi3DType roiType, + rpp::Handle& handle) +{ + if (dstGenericDescPtr->layout == RpptLayout::NCDHW) + { + int globalThreads_x = (dstGenericDescPtr->strides[3] + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[3]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[2]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + if(horizontalTensor[batchCount] == 1) + { + hipLaunchKernelGGL(flip_xyz_ncdhw_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint3(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2], srcGenericDescPtr->strides[3]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint3(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2], dstGenericDescPtr->strides[3]), + dstGenericDescPtr->dims[1], + make_uint2(verticalTensor[batchCount], depthTensor[batchCount]), + &roiGenericPtrSrc[batchCount], + batchCount); + } + else + { + hipLaunchKernelGGL(flip_yz_ncdhw_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint3(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2], srcGenericDescPtr->strides[3]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint3(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2], dstGenericDescPtr->strides[3]), + dstGenericDescPtr->dims[1], + make_uint2(verticalTensor[batchCount], depthTensor[batchCount]), + &roiGenericPtrSrc[batchCount]); + } + } + } + else if (dstGenericDescPtr->layout == RpptLayout::NDHWC) + { + int globalThreads_x = (dstGenericDescPtr->strides[2] / 3 + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[2]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[1]; // D - depth (z direction) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + if(horizontalTensor[batchCount] == 1) + { + hipLaunchKernelGGL(flip_xyz_ndhwc_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint2(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint2(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2]), + make_uint2(verticalTensor[batchCount], depthTensor[batchCount]), + &roiGenericPtrSrc[batchCount], + batchCount); + } + else + { + hipLaunchKernelGGL(flip_yz_ndhwc_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint2(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint2(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2]), + make_uint2(verticalTensor[batchCount], depthTensor[batchCount]), + &roiGenericPtrSrc[batchCount]); + } + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_geometric_augmentations.cpp b/src/modules/rppt_tensor_geometric_augmentations.cpp index dd0464ef6..178ce2323 100644 --- a/src/modules/rppt_tensor_geometric_augmentations.cpp +++ b/src/modules/rppt_tensor_geometric_augmentations.cpp @@ -1017,6 +1017,63 @@ RppStatus rppt_slice_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** flip_voxel ********************/ + +RppStatus rppt_flip_voxel_host(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32u *horizontalTensor, + Rpp32u *verticalTensor, + Rpp32u *depthTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams; + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[1]); + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[4]); + + if ((srcGenericDescPtr->dataType != RpptDataType::F32) && (srcGenericDescPtr->dataType != RpptDataType::U8)) return RPP_ERROR_INVALID_SRC_DATATYPE; + if ((dstGenericDescPtr->dataType != RpptDataType::F32) && (dstGenericDescPtr->dataType != RpptDataType::U8)) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + if ((srcGenericDescPtr->dataType == RpptDataType::F32) && (dstGenericDescPtr->dataType == RpptDataType::F32)) + { + flip_voxel_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + horizontalTensor, + verticalTensor, + depthTensor, + roiGenericPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcGenericDescPtr->dataType == RpptDataType::U8) && (dstGenericDescPtr->dataType == RpptDataType::U8)) + { + flip_voxel_u8_u8_host_tensor(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes, + srcGenericDescPtr, + static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes, + dstGenericDescPtr, + horizontalTensor, + verticalTensor, + depthTensor, + roiGenericPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ @@ -1752,4 +1809,56 @@ RppStatus rppt_slice_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** flip_voxel ********************/ + +RppStatus rppt_flip_voxel_gpu(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32u *horizontalTensor, + Rpp32u *verticalTensor, + Rpp32u *depthTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + if ((srcGenericDescPtr->dataType != RpptDataType::F32) && (srcGenericDescPtr->dataType != RpptDataType::U8)) return RPP_ERROR_INVALID_SRC_DATATYPE; + if ((dstGenericDescPtr->dataType != RpptDataType::F32) && (dstGenericDescPtr->dataType != RpptDataType::U8)) return RPP_ERROR_INVALID_DST_DATATYPE; + + if ((srcGenericDescPtr->dataType == RpptDataType::F32) && (dstGenericDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_flip_voxel_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + roiGenericPtrSrc, + horizontalTensor, + verticalTensor, + depthTensor, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcGenericDescPtr->dataType == RpptDataType::U8) && (dstGenericDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_flip_voxel_tensor(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes, + srcGenericDescPtr, + static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes, + dstGenericDescPtr, + roiGenericPtrSrc, + horizontalTensor, + verticalTensor, + depthTensor, + roiType, + rpp::deref(rppHandle)); + } + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT \ No newline at end of file diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 00b7d45ac..d72f49b4a 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -1068,7 +1068,7 @@ int main(int argc, char **argv) default: missingFuncFlag = 1; break; - } + } CHECK(hipDeviceSynchronize()); endWallTime = omp_get_wtime(); diff --git a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp index 749f51edf..8e52ecd62 100644 --- a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp @@ -298,6 +298,30 @@ int main(int argc, char * argv[]) break; } + case 4: + { + testCaseName = "flip_voxel"; + Rpp32u horizontalTensor[batchSize]; + Rpp32u verticalTensor[batchSize]; + Rpp32u depthTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + { + horizontalTensor[i] = 1; + verticalTensor[i] = 0; + depthTensor[i] = 0; + } + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0) + rppt_flip_voxel_gpu(d_inputU8, descriptorPtr3D, d_outputU8, descriptorPtr3D, horizontalTensor, verticalTensor, depthTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else if(inputBitDepth == 2) + rppt_flip_voxel_gpu(d_inputF32, descriptorPtr3D, d_outputF32, descriptorPtr3D, horizontalTensor, verticalTensor, depthTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 5: { testCaseName = "multiply_scalar"; diff --git a/utilities/test_suite/HIP/runTests_voxel.py b/utilities/test_suite/HIP/runTests_voxel.py index 4ae869b75..b25040b8d 100644 --- a/utilities/test_suite/HIP/runTests_voxel.py +++ b/utilities/test_suite/HIP/runTests_voxel.py @@ -144,8 +144,8 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--header_path", type = str, default = headerFilePath, help = "Path to the nii header") parser.add_argument("--data_path", type = str, default = dataFilePath, help = "Path to the nii data file") - parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") - parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing range starting case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing range ending case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) parser.add_argument('--profiling', type = str , default = 'NO', help = 'Run with profiler? - (YES/NO)', required = False) @@ -264,7 +264,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.run(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '3', '5'] +supportedCaseList = ['0', '1', '2', '3', '4', '5'] # Create folders based on testType and profilingOption if testType == 1 and profilingOption == "YES": diff --git a/utilities/test_suite/HOST/Tensor_voxel_host.cpp b/utilities/test_suite/HOST/Tensor_voxel_host.cpp index 260ccbe3a..4c18c4013 100644 --- a/utilities/test_suite/HOST/Tensor_voxel_host.cpp +++ b/utilities/test_suite/HOST/Tensor_voxel_host.cpp @@ -283,6 +283,30 @@ int main(int argc, char * argv[]) break; } + case 4: + { + testCaseName = "flip_voxel"; + Rpp32u horizontalTensor[batchSize]; + Rpp32u verticalTensor[batchSize]; + Rpp32u depthTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + { + horizontalTensor[i] = 1; + verticalTensor[i] = 0; + depthTensor[i] = 0; + } + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0) + rppt_flip_voxel_host(inputU8, descriptorPtr3D, outputU8, descriptorPtr3D, horizontalTensor, verticalTensor, depthTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else if (inputBitDepth == 2) + rppt_flip_voxel_host(inputF32, descriptorPtr3D, outputF32, descriptorPtr3D, horizontalTensor, verticalTensor, depthTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 5: { testCaseName = "multiply_scalar"; diff --git a/utilities/test_suite/HOST/runTests_voxel.py b/utilities/test_suite/HOST/runTests_voxel.py index 998d9d33e..8e8696125 100644 --- a/utilities/test_suite/HOST/runTests_voxel.py +++ b/utilities/test_suite/HOST/runTests_voxel.py @@ -101,8 +101,8 @@ def rpp_test_suite_parser_and_validator(): parser = argparse.ArgumentParser() parser.add_argument("--header_path", type = str, default = headerFilePath, help = "Path to the nii header") parser.add_argument("--data_path", type = str, default = dataFilePath, help = "Path to the nii data file") - parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") - parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing start case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing range starting case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing range ending case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]") parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = Unit tests / 1 = Performance tests)") parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to list", required = False) parser.add_argument('--qa_mode', type = int, default = 0, help = "Run with qa_mode? 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z%=o*`S5(UJUj=QMxBhAI9R2+E<}<0e@n^AZ*Pa=4d3q)9`9RQm4EgVEZ$7u>Bj7uV zFNe>BM}{@I&yJVHE90<85C37CdGc>-Z@HO^o!c1ZL;iYbrOyNAYV+ybet#qIVEOdf z@E=2N`HS^EU-5bGKYIIkby^Erzx!-@TUg_nE495%@J(~(+-3y+jS*P+@9D augmentationMap = {1, "slice"}, {2, "add_scalar"}, {3, "subtract_scalar"}, + {4, "flip_voxel"}, {5, "multiply_scalar"} }; From ebecb427cb1433527c23bdd5d6a3320bf3f58bae Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Sat, 23 Mar 2024 00:32:55 -0700 Subject: [PATCH 41/66] RPP Vignette Tensor on HOST and HIP (#311) * Add Vignette Tensor HOST and HIP Implementation * License - updates to 2024 and consistency changes (#298) * Match all CMakeLists.txt license as per RPP's outermost LICENSE file * Match all python files' license as per RPP's outermost LICENSE file * Match all .hpp files' license as per RPP's outermost LICENSE file * Match all .cpp files' license as per RPP's outermost LICENSE file * Match all .h files' license as per RPP's outermost LICENSE file * Remove all rights reserved as per LICENSE file * Remove double space in "Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc." * Match all .cmake files' license as per RPP's outermost LICENSE file * Match all .cpp.in files' license as per RPP's outermost LICENSE file * Replace 283 occurrences in 282 files - 2023 to 2024 * Add "MIT License" title to 281 instances * Add missing license * Test - Update README.md for test_suite (#299) * Bump rocm-docs-core[api_reference] from 0.33.0 to 0.33.1 in /docs/sphinx (#301) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.0 to 0.33.1. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.0...v0.33.1) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump rocm-docs-core[api_reference] from 0.33.1 to 0.33.2 in /docs/sphinx (#302) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.1 to 0.33.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.1...v0.33.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update doc codeowners (#303) * Documentation - Bump rocm-docs-core[api_reference] from 0.33.2 to 0.34.0 in /docs/sphinx (#304) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.33.2 to 0.34.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.33.2...v0.34.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Test suite - upgrade 5 qa perf (#305) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Abishek <52214183+r-abishek@users.noreply.github.com> Co-authored-by: Snehaa Giridharan Co-authored-by: r-abishek * RPP Color Temperature on HOST and HIP (#271) * Initial commit - Color Temperature HOST Tensor * Initial commit - Color Temperature HIP Tensor * Add color temperature golden outputs * address review comments * Use reinterpret_cast instead of static_cast * Combine templated functions to support all datatypes into one (got minor perf difference of order 3%) Also fixes indentation * Fix i8 datatype * Cleanup * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Fix PLN3 variant outputs Also modifies reference outputs * Update color_temperature.hpp license * Delete color_temperature_u8_Tensor_PKD3.csv * Delete color_temperature_u8_Tensor_PLN3.csv --------- Co-authored-by: snehaa8 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> * RPP Voxel 3D Tensor Add/Subtract scalar on HOST and HIP (#272) * added HOST support for voxel add kernel * added HIP support for voxel add kernel * added test suite support for add scalar * added Doxygen support and modified hip kernel function names as per new standard * added HOST support for voxel subtract kernel * added HIP support for voxel subtract kernel * added test suite support * updated the golden outputs for subtract with correct values * removed unnessary validation checks * Remove double spaces * Fix header * Fix all retval docs * Fix docs to add memory type * Fix comment * Add divider comment * Use post-increment efficiently * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted add and subtract scalar golden outputs to bin files * changed copyright from 2023 to 2024 * Update add_scalar.hpp license * Update subtract_scalar.hpp license --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * RPP Magnitude on HOST and HIP (#278) * Initial commit - Magnitude HOST Tensor * Add QA reference outputs * Update runTests.py * Initial commit - Magnitude HIP Tensor * Add dual input support in testsuite * Optimize HOST kernel further * Optimize i8 datatype further * Modify comments * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Bump rocm-docs-core[api_reference] from 0.31.0 to 0.33.0 in /docs/sphinx (#294) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.31.0 to 0.33.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.31.0...v0.33.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update Copywright year * Combine templated functions to support all datatypes * Modify format of reference outputs * Update rppi_arithmetic_operations.h license * Update rppt_tensor_arithmetic_operations.h license * Update host_tensor_arithmetic_operations.hpp * Update magnitude.hpp license * Update hip_tensor_arithmetic_operations.hpp license * Delete magnitude_u8_Tensor_PKD3.csv * Delete magnitude_u8_Tensor_PLN1.csv * Delete magnitude_u8_Tensor_PLN3.csv * Update rpp_test_suite_common.h license * Update runTests.py license * Update Tensor_hip.cpp license * Update runTests.py license * Update Tensor_host.cpp license --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> * Bump rocm-docs-core[api_reference] from 0.34.0 to 0.34.2 in /docs/sphinx (#309) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.0 to 0.34.2. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.34.0...v0.34.2) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Tensor Audio Support - Down Mixing (#296) * Initial commit - Non slient region detection Includes unittest setup * Initial commit - To Decibels Includes unittest setup * Intial commit - pre_emphasis_filter * Intial commit - down_mixing * Replace vectors with arrays * Cleanup * Minor cleanup * Optimize downmixing Kernel Includes cleanup * Replace Rpp64s with Rpp32s * Cleanup * Optimize and precompute cutOff * Fix buffer used * Fix buffer used * Additional Cleanup * Optimize post incrmeent operation * Optimize post increment operation * Update testsuite for Audio * code cleanup * Add Readme file for Audio test suite * changes based on review comments * minor change * Remove unittest folders and updated README.md * Remove unit tests * minor change * code cleanup * added common header file for audio helper functions * removed unncessary audio wav files fixed bug in ROI updation for audio test suite resolved issue in summary generation for performance tests in python * removed log file * added doxygen support for audio * added doxygen changes for to_decibels * updated test suite support for to_decibels * minor change * added doxygen changes for preemphasis filter * updated changes for preemphasis filter in test suite * removed the usage of getMax function and used std::max_element * modularized code in test suite * merge with latest changes * minor change * minor change * minor change * resolved codacy warnings * Codacy fix - Remove unused cpuTime * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * resolved issue with file_system dependency in test suite * Doxygen changes changed malloc to new in NSR kernel * RPP RICAP Tensor for HOST and HIP (#213) * Initial commit - Ricap HOST Tensor Includes testsuite changes * Add QA tests for RICAP Used three_images_224x224_src1 folder to create golden outputs * Add three_images_224x224_src1 into TEST_IMAGES * Support HIP Backend for RICAP * Fix HIP pkd3->pkd3 variant * regenerated golden outputs for RICAP minor changes in HOST shell script for handling RICAP in QA mode * minor bug fix in RICAP HIP kernels * Improve readability and Cleanup * Additional cleanup * Cleanup testsuite Includes new golden outputs * Additional testuite fixes * Minor cleanup * Fix codacy warnings * Address other codacy warnings * Update ricap.hpp with reference paper * Add RICAP dataset path in readme * Make changes to error codes returned * Modify roi crop region for unit and perf tests * RPP Tensor Water Augmentation on HOST and HIP (#181) * added water HOST and HIP codes * added water case in test suite * added golden outputs for water * added omp thread changes for water augmentation * experimental changes * fixed output issue with AVX2 instructions * added AVX2 support for PKD3 load function minor changes in PLN variant load functions * nwc commit - added avx2 changes for u8 layout toggle variants but need to add store functions for completion * Add Avx2 implementation for F32 and U8 toggle variants * Add AVX2 support for u8 pkd3-pln3 and i8 pkd3-pln3 for water augmentation * change F32 load and store logic * optimized the store function for F32 PLN3-PKD3 * reverted back irrelevant changes * minor change * optimized load and store functions for water U8 and F32 variants in host removed commented code * removed golden outputs for water * minor changes * renamed few functions and removed unused functions updated i8 pln1 load as per the optimized u8 pln1 load * fixed bug in i8 load function * changed cast to c++ style resolved spacing issues and added comments for AVX codes for better understanding made changes to handle cases where QA Tests are not supported * added golden outputs for water * updated golden outputs with latest changes * modified the u8, i8 pkd3-pln3 function and added comments for the vectorized code * fixed minor bug in I8 variants * made to changes to resolve codacy warnings * changed cast to c++ style in hip kernel * changed generic nn F32 loads using gather and setr instructions * added comments for latest changes * minor change * added definition for storing 32 and 64 bits from a 128bit register --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Fix build error * CMakeLists - Version Update 1.5.0 - TOT Version * CHANGELOG Updates Version 1.5.0 placeholder * Boost deps fix for test suite --------- Co-authored-by: Snehaa Giridharan Co-authored-by: sampath1117 Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM Co-authored-by: Kiriti Gowda * Documentation - Readme & changelog updates (#251) * readme and changelog updates for 6.0 * minor update * added ctests for audio test suite for CI made changes to add more clarity on the QA Tests results * Cmake mods for ctest * HOST-only build error bugfix * added qa mode paramter to python audio script added golden output map for QA testing of Non silent region detection * minor change * Documentation - Bump rocm-docs-core[api_reference] from 0.26.0 to 0.27.0 in /docs/sphinx (#253) Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.26.0 to 0.27.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.26.0...v0.27.0) --- updated-dependencies: - dependency-name: rocm-docs-core[api_reference] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * RPP Resize Mirror Normalize Bugfix (#252) * added fix for hipMemset * remove pixel check for U8-F32 and U8-F16 for HOST codes --------- Co-authored-by: sampath1117 * added example for MMS calculation in comments for better understanding * Sphinx - updates (#257) * Sphinx - updates * Doxygen - Updates * Docs - Remove index.md * updated info used to for running audio test suite * removed bitdepth variable from audio test suite * added more information on computing NSR outputs in the example added * Fix doxygen for decibels Also removes extra QA reference files * move tensor_host_audio.cpp to host folder * Fix build errors and qa tests in Audio Test suite * Fix build errors and qa tests in Audio Test suite * Add reference output and test samples for downmix * Add down_mix in augmentation list and supported cases * Remove auto-merge repeated funcs * Improve clarity of header docs * Remove blank line * Improve clarity on header docs * Add Doxygen comments * minor change * converted golden outputs to binary file for downmixing * removed old golden output file for preemphasis and todecibels * modified info for downmixing as per new changes used handle memory for temporary buffers * formatting changes * moved the common code for SSE and AVX to outside * Update down_mixing.hpp license * Update rppt_tensor_audio_augmentations.h * combined the srcLength and channels tensors into single tensor --------- Signed-off-by: dependabot[bot] Co-authored-by: Snehaa Giridharan Co-authored-by: HazarathKumarM Co-authored-by: sampath1117 Co-authored-by: Kiriti Gowda Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sundarrajan98 * RPP Voxel 3D Tensor Multiply scalar on HOST and HIP (#306) * added HIP support for voxel scalar multiply kernel * added HOST support for voxel multiply kernel added golden outputs for voxel multiply kernel * merge with master * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted multiply scalar voxel golden outputs to bin files * changed copyright from 2023 to 2024 --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM * Test Suite Bugfix (#307) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance * Fix segmentation fault * Revert QAmode to restrict HIP bitdepths * Use Rpp64u for HOST while comparing outputs * Fix ambiguous abs call * Fix for SLES CI HIP fail - error: incompatible pointer types assigning to 'unsigned long *' from 'unsigned long long *' - refOutput = TensorSumReferenceOutputs[numChannels].data(); --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa Giridharan Co-authored-by: Pavel Tcherniaev * Add Vignette Tensor HOST and HIP Implementation * Address review comments * Update rpp_hip_common.hpp * Update vignette.hpp to add rpp_hip_math_nearbyintf8() * Update Tensor_hip.cpp to add hipHostFree * Fix init * Repeated initialization bugfix * Add host case 46 --------- Signed-off-by: dependabot[bot] Co-authored-by: HazarathKumarM Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sam Wu Co-authored-by: Kiriti Gowda Co-authored-by: sampath1117 Co-authored-by: Snehaa Giridharan Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa Co-authored-by: Sundarrajan98 Co-authored-by: Pavel Tcherniaev --- include/rppt_tensor_effects_augmentations.h | 44 + src/include/cpu/rpp_cpu_common.hpp | 44 + src/include/hip/rpp_hip_common.hpp | 16 +- .../cpu/host_tensor_effects_augmentations.hpp | 1 + src/modules/cpu/kernel/vignette.hpp | 1321 +++++++++++++++++ .../hip/hip_tensor_effects_augmentations.hpp | 1 + src/modules/hip/kernel/vignette.hpp | 306 ++++ .../rppt_tensor_effects_augmentations.cpp | 130 ++ utilities/test_suite/HIP/Tensor_hip.cpp | 21 + utilities/test_suite/HIP/runTests.py | 3 +- utilities/test_suite/HOST/Tensor_host.cpp | 17 + utilities/test_suite/HOST/runTests.py | 2 +- utilities/test_suite/README.md | 4 + .../vignette/vignette_u8_Tensor.bin | Bin 0 -> 273600 bytes utilities/test_suite/rpp_test_suite_common.h | 1 + 15 files changed, 1908 insertions(+), 3 deletions(-) create mode 100644 src/modules/cpu/kernel/vignette.hpp create mode 100644 src/modules/hip/kernel/vignette.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT/vignette/vignette_u8_Tensor.bin diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index 514326ade..4822a3944 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -418,6 +418,50 @@ RppStatus rppt_ricap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP RppStatus rppt_ricap_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32u *permutedIndicesTensor, RpptROIPtr roiPtrInputCropRegion, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +/*! \brief Vignette augmentation on HOST backend for a NCHW/NHWC layout tensor + * \details The Vignette augmentation adds a vignette effect for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html effects_augmentations_vignette_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HOST memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HOST memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param[in] vignetteIntensityTensor intensity values to quantify vignette effect (1D tensor of size batchSize with 0 < vignetteIntensityTensor[n] for each image in batch) + * \param [in] roiTensorSrc ROI data in HOST memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +// NOTE: Pixel mismatch of 5% is expected between HIP and HOST Tensor variations due to usage of fastexpavx() instead of exp() in HOST Tensor. +RppStatus rppt_vignette_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *vignetteIntensityTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Vignette augmentation on HIP backend for a NCHW/NHWC layout tensor + * \details The vignette augmentation adds a vignette effect for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html effects_augmentations_vignette_img150x150.jpg Sample Output + * \param [in] srcPtr source tensor in HIP memory + * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) + * \param [out] dstPtr destination tensor in HIP memory + * \param [in] dstDescPtr destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr) + * \param[in] vignetteIntensityTensor intensity values to quantify vignette effect (1D tensor of size batchSize with 0 < vignetteIntensityTensor[n] for each image in batch) + * \param [in] roiTensorSrc ROI data in HIP memory, for each image in source tensor (2D tensor of size batchSize * 4, in either format - XYWH(xy.x, xy.y, roiWidth, roiHeight) or LTRB(lt.x, lt.y, rb.x, rb.y)) + * \param [in] roiType ROI type used (RpptRoiType::XYWH or RpptRoiType::LTRB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_vignette_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *vignetteIntensityTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + + /*! @} */ diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 1e748cc86..cc9a6ab99 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -5996,6 +5996,50 @@ inline void compute_sum_24_host(__m256d *p, __m256d *pSumR, __m256d *pSumG, __m2 pSumB[0] = _mm256_add_pd(_mm256_add_pd(p[4], p[5]), pSumB[0]); //add 8B values and bring it down to 4 } +inline void compute_vignette_48_host(__m256 *p, __m256 &pMultiplier, __m256 &pILocComponent, __m256 &pJLocComponent) +{ + __m256 pGaussianValue; + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[0] = _mm256_mul_ps(p[0], pGaussianValue); // vignette adjustment + p[2] = _mm256_mul_ps(p[2], pGaussianValue); // vignette adjustment + p[4] = _mm256_mul_ps(p[4], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[1] = _mm256_mul_ps(p[1], pGaussianValue); // vignette adjustment + p[3] = _mm256_mul_ps(p[3], pGaussianValue); // vignette adjustment + p[5] = _mm256_mul_ps(p[5], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); +} + +inline void compute_vignette_24_host(__m256 *p, __m256 &pMultiplier, __m256 &pILocComponent, __m256 &pJLocComponent) +{ + __m256 pGaussianValue; + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[0] = _mm256_mul_ps(p[0], pGaussianValue); // vignette adjustment + p[1] = _mm256_mul_ps(p[1], pGaussianValue); // vignette adjustment + p[2] = _mm256_mul_ps(p[2], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); +} + +inline void compute_vignette_16_host(__m256 *p, __m256 &pMultiplier, __m256 &pILocComponent, __m256 &pJLocComponent) +{ + __m256 pGaussianValue; + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[0] = _mm256_mul_ps(p[0], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[1] = _mm256_mul_ps(p[1], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); +} + +inline void compute_vignette_8_host(__m256 *p, __m256 &pMultiplier, __m256 &pILocComponent, __m256 &pJLocComponent) +{ + __m256 pGaussianValue; + pGaussianValue = fast_exp_avx(_mm256_mul_ps(_mm256_fmadd_ps(pJLocComponent, pJLocComponent, pILocComponent), pMultiplier)); + p[0] = _mm256_mul_ps(p[0], pGaussianValue); // vignette adjustment + pJLocComponent = _mm256_add_ps(pJLocComponent, avx_p8); +} + inline void reduce_min_32_host(__m256i *pMin, __m128i *result) { __m128i px[2]; diff --git a/src/include/hip/rpp_hip_common.hpp b/src/include/hip/rpp_hip_common.hpp index d9c0ce02d..d894d2efd 100644 --- a/src/include/hip/rpp_hip_common.hpp +++ b/src/include/hip/rpp_hip_common.hpp @@ -1603,6 +1603,20 @@ __device__ __forceinline__ void rpp_hip_math_floor16(d_float16 *srcPtr_f16, d_fl dstPtr_f16->f1[15] = floorf(srcPtr_f16->f1[15]); } +// d_float8 nearbyintf + +__device__ __forceinline__ void rpp_hip_math_nearbyintf8(d_float8 *srcPtr_f8, d_float8 *dstPtr_f8) +{ + dstPtr_f8->f1[0] = nearbyintf(srcPtr_f8->f1[0]); + dstPtr_f8->f1[1] = nearbyintf(srcPtr_f8->f1[1]); + dstPtr_f8->f1[2] = nearbyintf(srcPtr_f8->f1[2]); + dstPtr_f8->f1[3] = nearbyintf(srcPtr_f8->f1[3]); + dstPtr_f8->f1[4] = nearbyintf(srcPtr_f8->f1[4]); + dstPtr_f8->f1[5] = nearbyintf(srcPtr_f8->f1[5]); + dstPtr_f8->f1[6] = nearbyintf(srcPtr_f8->f1[6]); + dstPtr_f8->f1[7] = nearbyintf(srcPtr_f8->f1[7]); +} + // d_float8 add __device__ __forceinline__ void rpp_hip_math_add8(d_float8 *src1Ptr_f8, d_float8 *src2Ptr_f8, d_float8 *dstPtr_f8) @@ -2499,4 +2513,4 @@ __device__ __forceinline__ void rpp_hip_interpolate24_nearest_neighbor_pkd3(T *s rpp_hip_interpolate3_nearest_neighbor_pkd3(srcPtr, srcStrideH, locPtrSrc_f16->f1[7], locPtrSrc_f16->f1[15], roiPtrSrc_i4, &(dst_f24->f3[7])); } -#endif // RPP_HIP_COMMON_H \ No newline at end of file +#endif // RPP_HIP_COMMON_H diff --git a/src/modules/cpu/host_tensor_effects_augmentations.hpp b/src/modules/cpu/host_tensor_effects_augmentations.hpp index 9bb30e6f0..8d50fa213 100644 --- a/src/modules/cpu/host_tensor_effects_augmentations.hpp +++ b/src/modules/cpu/host_tensor_effects_augmentations.hpp @@ -33,5 +33,6 @@ SOFTWARE. #include "kernel/non_linear_blend.hpp" #include "kernel/water.hpp" #include "kernel/ricap.hpp" +#include "kernel/vignette.hpp" #endif // HOST_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/kernel/vignette.hpp b/src/modules/cpu/kernel/vignette.hpp new file mode 100644 index 000000000..4043588a9 --- /dev/null +++ b/src/modules/cpu/kernel/vignette.hpp @@ -0,0 +1,1321 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus vignette_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f intensity = vignetteIntensityTensor[batchCount]; + Rpp32s halfHeight = (Rpp32s) (roi.xywhROI.roiHeight >> 1); + Rpp32s halfWidth = (Rpp32s) (roi.xywhROI.roiWidth >> 1); + Rpp32f radius = std::max(halfHeight, halfWidth); + Rpp32f multiplier = -(0.25f * intensity) / (radius * radius); + + Rpp8u *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth; + Rpp32u alignedLength = bufferLength & ~15; + + Rpp8u *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMultiplier = _mm256_set1_ps(multiplier); + __m256 pHalfWidth = _mm256_set1_ps(halfWidth); + + // Vignette with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTemp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[0] * gaussianValue)); + *dstPtrTempG++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[1] * gaussianValue)); + *dstPtrTempB++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[2] * gaussianValue)); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempR * gaussianValue)); + dstPtrTemp[1] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempG * gaussianValue)); + dstPtrTemp[2] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempB * gaussianValue)); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + dstPtrTemp += 3; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8u *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 48; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[0] * gaussianValue)); + dstPtrTemp[1] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[1] * gaussianValue)); + dstPtrTemp[2] = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)srcPtrTemp[2] * gaussianValue)); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempR * gaussianValue)); + *dstPtrTempG++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempG * gaussianValue)); + *dstPtrTempB++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTempB * gaussianValue)); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtrTemp, p); // simd loads + compute_vignette_16_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 16; + dstPtrTemp += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + *dstPtrTemp++ = (Rpp8u) RPPPIXELCHECK(nearbyintf((Rpp32f)*srcPtrTemp * gaussianValue)); + srcPtrTemp++; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus vignette_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f intensity = vignetteIntensityTensor[batchCount]; + Rpp32s halfHeight = (Rpp32s) (roi.xywhROI.roiHeight >> 1); + Rpp32s halfWidth = (Rpp32s) (roi.xywhROI.roiWidth >> 1); + Rpp32f radius = std::max(halfHeight, halfWidth); + Rpp32f multiplier = -(0.25f * intensity) / (radius * radius); + + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth; + Rpp32u alignedLength = bufferLength & ~7; + + Rpp32f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMultiplier = _mm256_set1_ps(multiplier); + __m256 pHalfWidth = _mm256_set1_ps(halfWidth); + + // Vignette with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTemp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = RPPPIXELCHECKF32(srcPtrTemp[0] * gaussianValue); + *dstPtrTempG++ = RPPPIXELCHECKF32(srcPtrTemp[1] * gaussianValue); + *dstPtrTempB++ = RPPPIXELCHECKF32(srcPtrTemp[2] * gaussianValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = RPPPIXELCHECKF32(*srcPtrTempR * gaussianValue); + dstPtrTemp[1] = RPPPIXELCHECKF32(*srcPtrTempG * gaussianValue); + dstPtrTemp[2] = RPPPIXELCHECKF32(*srcPtrTempB * gaussianValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + dstPtrTemp += 3; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 24; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = RPPPIXELCHECKF32(srcPtrTemp[0] * gaussianValue); + dstPtrTemp[1] = RPPPIXELCHECKF32(srcPtrTemp[1] * gaussianValue); + dstPtrTemp[2] = RPPPIXELCHECKF32(srcPtrTemp[2] * gaussianValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[6]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = RPPPIXELCHECKF32(*srcPtrTempR * gaussianValue); + *dstPtrTempG++ = RPPPIXELCHECKF32(*srcPtrTempG * gaussianValue); + *dstPtrTempB++ = RPPPIXELCHECKF32(*srcPtrTempB * gaussianValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p[2]; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_vignette_8_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 8; + dstPtrTemp += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + *dstPtrTemp++ = RPPPIXELCHECKF32(*srcPtrTemp * gaussianValue); + srcPtrTemp++; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus vignette_i8_i8_host_tensor(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f intensity = vignetteIntensityTensor[batchCount]; + Rpp32s halfHeight = (Rpp32s) (roi.xywhROI.roiHeight >> 1); + Rpp32s halfWidth = (Rpp32s) (roi.xywhROI.roiWidth >> 1); + Rpp32f radius = std::max(halfHeight, halfWidth); + Rpp32f multiplier = -(0.25f * intensity) / (radius * radius); + + Rpp8s *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth; + Rpp32u alignedLength = bufferLength & ~15; + + Rpp8s *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMultiplier = _mm256_set1_ps(multiplier); + __m256 pHalfWidth = _mm256_set1_ps(halfWidth); + + // Vignette with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTemp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + Rpp32f srcPtrTempI8[3]; + srcPtrTempI8[0] = (Rpp32f)srcPtrTemp[0] + 128; + srcPtrTempI8[1] = (Rpp32f)srcPtrTemp[1] + 128; + srcPtrTempI8[2] = (Rpp32f)srcPtrTemp[2] + 128; + + *dstPtrTempR++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[0] * gaussianValue) - 128); + *dstPtrTempG++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[1] * gaussianValue) - 128); + *dstPtrTempB++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[2] * gaussianValue) - 128); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + Rpp32f srcPtrTempI8[3]; + srcPtrTempI8[0] = (Rpp32f)*srcPtrTempR + 128; + srcPtrTempI8[1] = (Rpp32f)*srcPtrTempG + 128; + srcPtrTempI8[2] = (Rpp32f)*srcPtrTempB + 128; + + dstPtrTemp[0] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[0] * gaussianValue) - 128); + dstPtrTemp[1] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[1] * gaussianValue) - 128); + dstPtrTemp[2] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[2] * gaussianValue) - 128); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + dstPtrTemp += 3; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp8s *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtrTemp, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 48; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + Rpp32f srcPtrTempI8[3]; + srcPtrTempI8[0] = (Rpp32f)srcPtrTemp[0] + 128; + srcPtrTempI8[1] = (Rpp32f)srcPtrTemp[1] + 128; + srcPtrTempI8[2] = (Rpp32f)srcPtrTemp[2] + 128; + + dstPtrTemp[0] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[0] * gaussianValue) - 128); + dstPtrTemp[1] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[1] * gaussianValue) - 128); + dstPtrTemp[2] = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[2] * gaussianValue) - 128); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[6]; + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtrTempR, srcPtrTempG, srcPtrTempB, p); // simd loads + compute_vignette_48_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p); // simd stores + srcPtrTempR += 16; + srcPtrTempG += 16; + srcPtrTempB += 16; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + Rpp32f srcPtrTempI8[3]; + srcPtrTempI8[0] = (Rpp32f)*srcPtrTempR + 128; + srcPtrTempI8[1] = (Rpp32f)*srcPtrTempG + 128; + srcPtrTempI8[2] = (Rpp32f)*srcPtrTempB + 128; + + *dstPtrTempR++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[0] * gaussianValue) - 128); + *dstPtrTempG++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[1] * gaussianValue) - 128); + *dstPtrTempB++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8[2] * gaussianValue) - 128); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8s *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtrTemp, p); // simd loads + compute_vignette_16_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store16_f32_to_i8_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += 16; + dstPtrTemp += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + Rpp32f srcPtrTempI8; + srcPtrTempI8 = (Rpp32f)*srcPtrTemp + 128; + + *dstPtrTemp++ = (Rpp8s) RPPPIXELCHECKI8(nearbyintf(srcPtrTempI8 * gaussianValue) - 128); + srcPtrTemp++; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} + +RppStatus vignette_f16_f16_host_tensor(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f intensity = vignetteIntensityTensor[batchCount]; + Rpp32s halfHeight = (Rpp32s) (roi.xywhROI.roiHeight >> 1); + Rpp32s halfWidth = (Rpp32s) (roi.xywhROI.roiWidth >> 1); + Rpp32f radius = std::max(halfHeight, halfWidth); + Rpp32f multiplier = -(0.25f * intensity) / (radius * radius); + + Rpp16f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth; + Rpp32u alignedLength = bufferLength & ~7; + + Rpp16f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMultiplier = _mm256_set1_ps(multiplier); + __m256 pHalfWidth = _mm256_set1_ps(halfWidth); + + // Vignette with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *srcPtrRow, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRow = srcPtrChannel; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTemp = srcPtrRow; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTemp_ps[24]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + for(int cnt = 0; cnt < 24; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, p); // simd stores + for(int cnt = 0; cnt < 8; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + srcPtrTemp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[0] * gaussianValue); + *dstPtrTempG++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[1] * gaussianValue); + *dstPtrTempB++ = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[2] * gaussianValue); + + srcPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRow; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTemp; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + Rpp32f dstPtrTemp_ps[25]; + for(int cnt = 0; cnt < 8; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, p); // simd stores + for(int cnt = 0; cnt < 24; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempR * gaussianValue); + dstPtrTemp[1] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempG * gaussianValue); + dstPtrTemp[2] = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempB * gaussianValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + dstPtrTemp += 3; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp16f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTemp_ps[24]; + Rpp32f dstPtrTemp_ps[25]; + for(int cnt = 0; cnt < 24; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p[3]; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtrTemp_ps, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp_ps, p); // simd stores + for(int cnt = 0; cnt < 24; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + srcPtrTemp += 24; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + dstPtrTemp[0] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[0] * gaussianValue); + dstPtrTemp[1] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[1] * gaussianValue); + dstPtrTemp[2] = (Rpp16f) RPPPIXELCHECKF32(srcPtrTemp[2] * gaussianValue); + + srcPtrTemp += 3; + dstPtrTemp += 3; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + + // Vignette with fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *srcPtrRowR, *srcPtrRowG, *srcPtrRowB, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtrRowR = srcPtrChannel; + srcPtrRowG = srcPtrRowR + srcDescPtr->strides.cStride; + srcPtrRowB = srcPtrRowG + srcDescPtr->strides.cStride; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTempR, *srcPtrTempG, *srcPtrTempB, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtrTempR = srcPtrRowR; + srcPtrTempG = srcPtrRowG; + srcPtrTempB = srcPtrRowB; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTempR_ps[8], srcPtrTempG_ps[8], srcPtrTempB_ps[8]; + Rpp32f dstPtrTempR_ps[8], dstPtrTempG_ps[8], dstPtrTempB_ps[8]; + for(int cnt = 0; cnt < 8; cnt++) + { + srcPtrTempR_ps[cnt] = (Rpp32f) srcPtrTempR[cnt]; + srcPtrTempG_ps[cnt] = (Rpp32f) srcPtrTempG[cnt]; + srcPtrTempB_ps[cnt] = (Rpp32f) srcPtrTempB[cnt]; + } + __m256 p[6]; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtrTempR_ps, srcPtrTempG_ps, srcPtrTempB_ps, p); // simd loads + compute_vignette_24_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR_ps, dstPtrTempG_ps, dstPtrTempB_ps, p); // simd stores + for(int cnt = 0; cnt < 8; cnt++) + { + dstPtrTempR[cnt] = (Rpp16f) dstPtrTempR_ps[cnt]; + dstPtrTempG[cnt] = (Rpp16f) dstPtrTempG_ps[cnt]; + dstPtrTempB[cnt] = (Rpp16f) dstPtrTempB_ps[cnt]; + } + srcPtrTempR += 8; + srcPtrTempG += 8; + srcPtrTempB += 8; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + + *dstPtrTempR++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempR * gaussianValue); + *dstPtrTempG++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempG * gaussianValue); + *dstPtrTempB++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTempB * gaussianValue); + + srcPtrTempR++; + srcPtrTempG++; + srcPtrTempB++; + } + + srcPtrRowR += srcDescPtr->strides.hStride; + srcPtrRowG += srcDescPtr->strides.hStride; + srcPtrRowB += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Vignette without fused output-layout toggle single channel (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrChannel; + dstPtrRow = dstPtrChannel; + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + + Rpp32s iLoc = i - halfHeight; + Rpp32f iLocComponent = iLoc * iLoc; + __m256 pILocComponent = _mm256_set1_ps(iLocComponent); + __m256 pJLocComponent = _mm256_sub_ps(avx_pDstLocInit , pHalfWidth); + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + Rpp32f srcPtrTemp_ps[8], dstPtrTemp_ps[8]; + for(int cnt = 0; cnt < 8; cnt++) + { + srcPtrTemp_ps[cnt] = (Rpp32f) srcPtrTemp[cnt]; + } + __m256 p[2]; + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtrTemp_ps, p); // simd loads + compute_vignette_8_host(p, pMultiplier, pILocComponent, pJLocComponent); // vignette adjustment + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp_ps, p); // simd stores + for(int cnt = 0; cnt < 8; cnt++) + dstPtrTemp[cnt] = (Rpp16f) dstPtrTemp_ps[cnt]; + srcPtrTemp += 8; + dstPtrTemp += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + Rpp32s jLoc = vectorLoopCount - halfWidth; + Rpp32f jLocComponent = jLoc * jLoc; + Rpp32f gaussianValue = std::exp((iLocComponent * multiplier)) * std::exp((jLocComponent * multiplier)); + *dstPtrTemp++ = (Rpp16f) RPPPIXELCHECKF32(*srcPtrTemp * gaussianValue); + srcPtrTemp++; + } + + srcPtrRow += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/hip/hip_tensor_effects_augmentations.hpp b/src/modules/hip/hip_tensor_effects_augmentations.hpp index ee62ee4dd..25cd9a863 100644 --- a/src/modules/hip/hip_tensor_effects_augmentations.hpp +++ b/src/modules/hip/hip_tensor_effects_augmentations.hpp @@ -33,5 +33,6 @@ SOFTWARE. #include "kernel/non_linear_blend.hpp" #include "kernel/water.hpp" #include "kernel/ricap.hpp" +#include "kernel/vignette.hpp" #endif // HIP_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/hip/kernel/vignette.hpp b/src/modules/hip/kernel/vignette.hpp new file mode 100644 index 000000000..06e9995e3 --- /dev/null +++ b/src/modules/hip/kernel/vignette.hpp @@ -0,0 +1,306 @@ +#include +#include "rpp_hip_common.hpp" + +__device__ void vignette_gaussian_hip_compute(float &multiplier, int2 &halfDimsWH_i2, int2 &idXY_i2, d_float8 *gaussianValue_f8) +{ + float rowLocComponent; + rowLocComponent = idXY_i2.y - halfDimsWH_i2.y; + rowLocComponent *= (rowLocComponent); + + float4 rowLocComponent_f4 = static_cast(rowLocComponent); + float4 multiplier_f4 = static_cast(multiplier); + + d_float8 colLocComponent_f8; + colLocComponent_f8.f4[0] = make_float4(idXY_i2.x, idXY_i2.x + 1, idXY_i2.x + 2, idXY_i2.x + 3); + colLocComponent_f8.f4[1] = colLocComponent_f8.f4[0] + static_cast(4); + colLocComponent_f8.f4[0] -= static_cast(halfDimsWH_i2.x); + colLocComponent_f8.f4[1] -= static_cast(halfDimsWH_i2.x); + colLocComponent_f8.f4[0] = (colLocComponent_f8.f4[0] * colLocComponent_f8.f4[0]) + rowLocComponent_f4; + colLocComponent_f8.f4[1] = (colLocComponent_f8.f4[1] * colLocComponent_f8.f4[1]) + rowLocComponent_f4; + colLocComponent_f8.f4[0] = colLocComponent_f8.f4[0] * multiplier_f4; + colLocComponent_f8.f4[1] = colLocComponent_f8.f4[1] * multiplier_f4; + + gaussianValue_f8->f4[0] = make_float4(expf(colLocComponent_f8.f4[0].x), expf(colLocComponent_f8.f4[0].y), expf(colLocComponent_f8.f4[0].z), expf(colLocComponent_f8.f4[0].w)); + gaussianValue_f8->f4[1] = make_float4(expf(colLocComponent_f8.f4[1].x), expf(colLocComponent_f8.f4[1].y), expf(colLocComponent_f8.f4[1].z), expf(colLocComponent_f8.f4[1].w)); +} + +__device__ void vignette_8_hip_compute(uchar *srcPtr, d_float8 *src_f8, d_float8 *dst_f8, d_float8 *gaussianValue_f8) +{ + dst_f8->f4[0] = src_f8->f4[0] * gaussianValue_f8->f4[0]; + dst_f8->f4[1] = src_f8->f4[1] * gaussianValue_f8->f4[1]; + rpp_hip_math_nearbyintf8(dst_f8, dst_f8); + rpp_hip_pixel_check_0to255(dst_f8); +} + +__device__ void vignette_8_hip_compute(float *srcPtr, d_float8 *src_f8, d_float8 *dst_f8, d_float8 *gaussianValue_f8) +{ + dst_f8->f4[0] = src_f8->f4[0] * gaussianValue_f8->f4[0]; + dst_f8->f4[1] = src_f8->f4[1] * gaussianValue_f8->f4[1]; + rpp_hip_pixel_check_0to1(dst_f8); +} + +__device__ void vignette_8_hip_compute(signed char *srcPtr, d_float8 *src_f8, d_float8 *dst_f8, d_float8 *gaussianValue_f8) +{ + float4 i8Offset_f4 = static_cast(128.0f); + rpp_hip_math_add8_const(src_f8, src_f8, i8Offset_f4); + dst_f8->f4[0] = src_f8->f4[0] * gaussianValue_f8->f4[0]; + dst_f8->f4[1] = src_f8->f4[1] * gaussianValue_f8->f4[1]; + rpp_hip_math_nearbyintf8(dst_f8, dst_f8); + rpp_hip_pixel_check_0to255(dst_f8); + rpp_hip_math_subtract8_const(dst_f8, dst_f8, i8Offset_f4); +} + +__device__ void vignette_8_hip_compute(half *srcPtr, d_float8 *src_f8, d_float8 *dst_f8, d_float8 *gaussianValue_f8) +{ + dst_f8->f4[0] = src_f8->f4[0] * gaussianValue_f8->f4[0]; + dst_f8->f4[1] = src_f8->f4[1] * gaussianValue_f8->f4[1]; + rpp_hip_pixel_check_0to1(dst_f8); +} + +template +__device__ void vignette_24_hip_compute(T *srcPtr, d_float24 *src_f24, d_float24 *dst_f24, d_float8 *gaussianValue_f8) +{ + vignette_8_hip_compute(srcPtr, &(src_f24->f8[0]), &(dst_f24->f8[0]), gaussianValue_f8); + vignette_8_hip_compute(srcPtr, &(src_f24->f8[1]), &(dst_f24->f8[1]), gaussianValue_f8); + vignette_8_hip_compute(srcPtr, &(src_f24->f8[2]), &(dst_f24->f8[2]), gaussianValue_f8); +} + +template +__global__ void vignette_pkd_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + float *vignetteIntensity, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + float intensity = vignetteIntensity[id_z]; + int2 halfDimsWH_i2 = make_int2(roiTensorPtrSrc[id_z].xywhROI.roiWidth >> 1, roiTensorPtrSrc[id_z].xywhROI.roiHeight >> 1); + int2 idXY_i2 = make_int2(id_x, id_y); + float radius = fmaxf(halfDimsWH_i2.x, halfDimsWH_i2.y); + float multiplier = -(0.25f * intensity) / (radius * radius); + + d_float24 src_f24, dst_f24; + d_float8 gaussianValue_f8; + vignette_gaussian_hip_compute(multiplier, halfDimsWH_i2, idXY_i2, &gaussianValue_f8); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); + vignette_24_hip_compute(srcPtr, &src_f24, &dst_f24, &gaussianValue_f8); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +__global__ void vignette_pln_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + int channelsDst, + float *vignetteIntensity, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + float intensity = vignetteIntensity[id_z]; + int2 halfDimsWH_i2 = make_int2(roiTensorPtrSrc[id_z].xywhROI.roiWidth >> 1, roiTensorPtrSrc[id_z].xywhROI.roiHeight >> 1); + int2 idXY_i2 = make_int2(id_x, id_y); + float radius = fmaxf(halfDimsWH_i2.x, halfDimsWH_i2.y); + float multiplier = -(0.25f * intensity) / (radius * radius); + + d_float8 src_f8, dst_f8; + d_float8 gaussianValue_f8; + vignette_gaussian_hip_compute(multiplier, halfDimsWH_i2, idXY_i2, &gaussianValue_f8); + + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); + vignette_8_hip_compute(srcPtr, &src_f8, &dst_f8, &gaussianValue_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + if (channelsDst == 3) + { + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); + vignette_8_hip_compute(srcPtr, &src_f8, &dst_f8, &gaussianValue_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + + srcIdx += srcStridesNCH.y; + dstIdx += dstStridesNCH.y; + + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &src_f8); + vignette_8_hip_compute(srcPtr, &src_f8, &dst_f8, &gaussianValue_f8); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + } +} + +template +__global__ void vignette_pkd3_pln3_tensor(T *srcPtr, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + float *vignetteIntensity, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; + + float intensity = vignetteIntensity[id_z]; + int2 halfDimsWH_i2 = make_int2(roiTensorPtrSrc[id_z].xywhROI.roiWidth >> 1, roiTensorPtrSrc[id_z].xywhROI.roiHeight >> 1); + int2 idXY_i2 = make_int2(id_x, id_y); + float radius = fmaxf(halfDimsWH_i2.x, halfDimsWH_i2.y); + float multiplier = -(0.25f * intensity) / (radius * radius); + + d_float24 src_f24, dst_f24; + d_float8 gaussianValue_f8; + vignette_gaussian_hip_compute(multiplier, halfDimsWH_i2, idXY_i2, &gaussianValue_f8); + + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &src_f24); + vignette_24_hip_compute(srcPtr, &src_f24, &dst_f24, &gaussianValue_f8); + rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); +} + +template +__global__ void vignette_pln3_pkd3_tensor(T *srcPtr, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + float *vignetteIntensity, + RpptROIPtr roiTensorPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; + + if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) + { + return; + } + + uint srcIdx = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; + + float intensity = vignetteIntensity[id_z]; + int2 halfDimsWH_i2 = make_int2(roiTensorPtrSrc[id_z].xywhROI.roiWidth >> 1, roiTensorPtrSrc[id_z].xywhROI.roiHeight >> 1); + int2 idXY_i2 = make_int2(id_x, id_y); + float radius = fmaxf(halfDimsWH_i2.x, halfDimsWH_i2.y); + float multiplier = -(0.25f * intensity) / (radius * radius); + + d_float24 src_f24, dst_f24; + d_float8 gaussianValue_f8; + vignette_gaussian_hip_compute(multiplier, halfDimsWH_i2, idXY_i2, &gaussianValue_f8); + + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr + srcIdx, srcStridesNCH.y, &src_f24); + vignette_24_hip_compute(srcPtr, &src_f24, &dst_f24, &gaussianValue_f8); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +RppStatus hip_exec_vignette_tensor(T *srcPtr, + RpptDescPtr srcDescPtr, + T *dstPtr, + RpptDescPtr dstDescPtr, + RpptROIPtr roiTensorPtrSrc, + Rpp32f *vignetteIntensityTensor, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; + int globalThreads_y = dstDescPtr->h; + int globalThreads_z = handle.GetBatchSize(); + + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + globalThreads_x = (dstDescPtr->strides.hStride / 3 + 7) >> 3; + hipLaunchKernelGGL(vignette_pkd_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + vignetteIntensityTensor, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(vignette_pln_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + dstDescPtr->c, + vignetteIntensityTensor, + roiTensorPtrSrc); + } + else if ((srcDescPtr->c == 3) && (dstDescPtr->c == 3)) + { + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(vignette_pkd3_pln3_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + vignetteIntensityTensor, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + globalThreads_x = (srcDescPtr->strides.hStride + 7) >> 3; + hipLaunchKernelGGL(vignette_pln3_pkd3_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + vignetteIntensityTensor, + roiTensorPtrSrc); + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 63780adba..706040d17 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -596,6 +596,72 @@ RppStatus rppt_water_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** vignette ********************/ + +RppStatus rppt_vignette_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams = get_layout_params(srcDescPtr->layout, srcDescPtr->c); + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + vignette_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + vignetteIntensityTensor, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + vignette_f16_f16_host_tensor(reinterpret_cast (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast (static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + vignetteIntensityTensor, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + vignette_f32_f32_host_tensor(reinterpret_cast (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast (static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + vignetteIntensityTensor, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + vignette_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + vignetteIntensityTensor, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; + +} + /******************** ricap ********************/ RppStatus rppt_ricap_host(RppPtr_t srcPtr, @@ -1322,4 +1388,68 @@ RppStatus rppt_ricap_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** vignette ********************/ + +RppStatus rppt_vignette_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f *vignetteIntensityTensor, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_vignette_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + vignetteIntensityTensor, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + hip_exec_vignette_tensor((half*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + (half*) (static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + vignetteIntensityTensor, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_vignette_tensor((Rpp32f*) (static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + (Rpp32f*) (static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + roiTensorPtrSrc, + vignetteIntensityTensor, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + hip_exec_vignette_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + roiTensorPtrSrc, + vignetteIntensityTensor, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index d72f49b4a..c2f7665f2 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -346,6 +346,10 @@ int main(int argc, char **argv) if(testCase == 82) CHECK(hipHostMalloc(&roiPtrInputCropRegion, 4 * sizeof(RpptROI))); + Rpp32f *intensity; + if(testCase == 46) + CHECK(hipHostMalloc(&intensity, batchSize * sizeof(Rpp32f))); + // case-wise RPP API and measure time script for Unit and Performance test printf("\nRunning %s %d times (each time with a batch size of %d images) and computing mean statistics...", func.c_str(), numRuns, batchSize); for(int iterCount = 0; iterCount < noOfIterations; iterCount++) @@ -828,6 +832,21 @@ int main(int argc, char **argv) break; } + case 46: + { + testCaseName = "vignette"; + + for (i = 0; i < batchSize; i++) + intensity[i] = 6; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_vignette_gpu(d_input, srcDescPtr, d_output, dstDescPtr, intensity, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 49: { testCaseName = "box_filter"; @@ -1211,6 +1230,8 @@ int main(int argc, char **argv) CHECK(hipHostFree(roiTensorPtrSrc)); CHECK(hipHostFree(roiTensorPtrDst)); CHECK(hipHostFree(dstImgSizes)); + if(testCase == 46) + CHECK(hipHostFree(intensity)); if(testCase == 82) CHECK(hipHostFree(roiPtrInputCropRegion)); if (reductionTypeCase) diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index e5be154c4..4dc9023f7 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -21,6 +21,7 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ + import os import sys sys.dont_write_bytecode = True @@ -324,7 +325,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.run(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '82', '83', '84', '85', '86', '87', '88', '89'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '46', '54', '61', '63', '70', '80', '82', '83', '84', '85', '86', '87', '88', '89'] # Create folders based on testType and profilingOption if testType == 1 and profilingOption == "YES": diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index e93eb143a..ffc9c0d3a 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -832,6 +832,23 @@ int main(int argc, char **argv) break; } + case 46: + { + testCaseName = "vignette"; + + Rpp32f intensity[batchSize]; + for (i = 0; i < batchSize; i++) + intensity[i] = 6; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 3 || inputBitDepth == 4 || inputBitDepth == 5) + rppt_vignette_host(input, srcDescPtr, output, dstDescPtr, intensity, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 61: { testCaseName = "magnitude"; diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index 9aa92d9c4..f106a9649 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -281,7 +281,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.run(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '54', '61', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89'] +supportedCaseList = ['0', '1', '2', '4', '8', '13', '20', '21', '23', '29', '30', '31', '34', '36', '37', '38', '39', '45', '46', '54', '61', '63', '70', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89'] print("\n\n\n\n\n") print("##########################################################################################") diff --git a/utilities/test_suite/README.md b/utilities/test_suite/README.md index 067bedb1d..41ee5109c 100644 --- a/utilities/test_suite/README.md +++ b/utilities/test_suite/README.md @@ -127,6 +127,10 @@ python runTests.py --case_start 0 --case_end 89 --test_type 0 --qa_mode 1 --batc ``` python python runTests.py --case_list 21 36 63 --test_type 1 --qa_mode 1 --batch_size 8 --num_runs 100 ``` +- QA mode (Performance tests) - Tolerance based PASS/FAIL tests for RPP HIP/HOST functionalities checking achieved improvement in performance percentage over BatchPD versions after comparison to a threshold percentage of improvement +``` python +python runTests.py --case_list 21 36 63 --test_type 1 --qa_mode 1 --batch_size 8 --num_runs 100 +``` - Unit test mode - Unit tests allowing users to pass a path to a folder containing images, to execute the desired functionality and variant once, report RPP execution wall time, save and view output images Note: For testcase 82(RICAP) Please use images of same resolution and Batchsize > 1 RICAP dataset path: rpp/utilities/test_suite/TEST_IMAGES/three_images_150x150_src1 diff --git a/utilities/test_suite/REFERENCE_OUTPUT/vignette/vignette_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/vignette/vignette_u8_Tensor.bin new file mode 100644 index 0000000000000000000000000000000000000000..a650144f33dd100fe77b6e795bdb4d9e08206d1a GIT binary patch literal 273600 zcmeFZ_j4oZo#qJ=K9K-2VKRYCAmP0S2m%B_kRV9Vdk=c=y(_vZ7OPm^bycm@iXQ&9>Hjj1W6mc|KMtuqihgN~$0HK9_dl@8NTIIdS< zdbvU;LrK7d$SDNXNo1rL)k|dXLMN4yVlg2UYXvf$SVy 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[PATCH 42/66] added missing outputs for image augmentations modified the description with correct output names --- docs/data/doxygenInputs/img150x150_1.png | Bin 0 -> 15182 bytes ...ithmetic_operations_magnitude_img150x150.png | Bin 0 -> 12056 bytes ...or_augmentations_color_jitter_img150x150.png | Bin 0 -> 9710 bytes ...gmentations_color_temperature_img150x150.png | Bin 0 -> 8412 bytes .../effects_augmentations_ricap_img150x150.png | Bin 0 -> 14345 bytes ...ffects_augmentations_vignette_img150x150.png | Bin 0 -> 6477 bytes .../effects_augmentations_water_img150x150.png | Bin 0 -> 13491 bytes .../geometric_augmentations_flip_img150x150.png | Bin 0 -> 8304 bytes ...geometric_augmentations_phase_img150x150.png | Bin 0 -> 12366 bytes ...mentations_resize_crop_mirror_img150x150.png | Bin 0 -> 1203 bytes ...tions_resize_mirror_normalize_img150x150.png | Bin 0 -> 1597 bytes include/rppt_tensor_arithmetic_operations.h | 12 ++++++------ include/rppt_tensor_color_augmentations.h | 8 ++++---- include/rppt_tensor_effects_augmentations.h | 16 ++++++++++------ include/rppt_tensor_geometric_augmentations.h | 4 ++-- 15 files changed, 22 insertions(+), 18 deletions(-) create mode 100644 docs/data/doxygenInputs/img150x150_1.png create mode 100644 docs/data/doxygenOutputs/arithmetic_operations_magnitude_img150x150.png create mode 100644 docs/data/doxygenOutputs/color_augmentations_color_jitter_img150x150.png create mode 100644 docs/data/doxygenOutputs/color_augmentations_color_temperature_img150x150.png create mode 100644 docs/data/doxygenOutputs/effects_augmentations_ricap_img150x150.png create mode 100644 docs/data/doxygenOutputs/effects_augmentations_vignette_img150x150.png create mode 100644 docs/data/doxygenOutputs/effects_augmentations_water_img150x150.png create mode 100644 docs/data/doxygenOutputs/geometric_augmentations_flip_img150x150.png create mode 100644 docs/data/doxygenOutputs/geometric_augmentations_phase_img150x150.png create mode 100644 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    - * \image html img150x150.jpg Sample Input1 - * \image html img150x150_2.jpg Sample Input2 - * \image html magnitude_operation_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input1 + * \image html img150x150_2.png Sample Input2 + * \image html arithmetic_operations_magnitude_img150x150.png Sample Output * \param [in] srcPtr1 source1 tensor in HOST memory * \param [in] srcPtr2 source2 tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) @@ -232,9 +232,9 @@ RppStatus rppt_magnitude_host(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr sr * \details This function computes magnitude of corresponding pixels for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    * srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * dstPtr depth ranges - Will be same depth as srcPtr.
    - * \image html img150x150.jpg Sample Input1 - * \image html img150x150_2.jpg Sample Input2 - * \image html magnitude_operation_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input1 + * \image html img150x150_2.png Sample Input2 + * \image html arithmetic_operations_magnitude_img150x150.png Sample Output * \param [in] srcPtr1 source1 tensor in HOST memory * \param [in] srcPtr2 source2 tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) diff --git a/include/rppt_tensor_color_augmentations.h b/include/rppt_tensor_color_augmentations.h index fbc6e10dc..b01a12dca 100644 --- a/include/rppt_tensor_color_augmentations.h +++ b/include/rppt_tensor_color_augmentations.h @@ -421,8 +421,8 @@ RppStatus rppt_lut_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, * \details The color temperature augmentation does a image temperature adjustment operation, taking a pixel adjustment value as argument for each image in a batch of RGB(3 channel) with an NHWC/NCHW tensor layout.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html color_augmentations_color_temperature_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html color_augmentations_color_temperature_img150x150.png Sample Output * \param [in] srcPtr source tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HOST memory @@ -442,8 +442,8 @@ RppStatus rppt_color_temperature_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, R * \details The color temperature augmentation does a image temperature adjustment operation, taking a pixel adjustment value as argument for each image in a batch of RGB(3 channel) with an NHWC/NCHW tensor layout.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html color_augmentations_color_temperature_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html color_augmentations_color_temperature_img150x150.png Sample Output * \param [in] srcPtr source tensor in HIP memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HIP memory diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index 4822a3944..8e543a264 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -379,7 +379,9 @@ RppStatus rppt_water_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * The RICAP augmentation requires dimensions of input images to be the same across entire batch.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.png Sample Input + * \image html img150x150.png Sample Input1 + * \image html img150x150_1.png Sample Input2 + * \image html img150x150_2.png Sample Input3 * \image html effects_augmentations_ricap_img150x150.png Sample Output * \param [in] srcPtr source tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) @@ -401,7 +403,9 @@ RppStatus rppt_ricap_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * The RICAP augmentation requires dimensions of input images to be the same across entire batch.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.png Sample Input + * \image html img150x150.png Sample Input1 + * \image html img150x150_1.png Sample Input2 + * \image html img150x150_2.png Sample Input3 * \image html effects_augmentations_ricap_img150x150.png Sample Output * \param [in] srcPtr source tensor in HIP memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) @@ -422,8 +426,8 @@ RppStatus rppt_ricap_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * \details The Vignette augmentation adds a vignette effect for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html effects_augmentations_vignette_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html effects_augmentations_vignette_img150x150.png Sample Output * \param [in] srcPtr source tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HOST memory @@ -444,8 +448,8 @@ RppStatus rppt_vignette_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t d * \details The vignette augmentation adds a vignette effect for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html effects_augmentations_vignette_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html effects_augmentations_vignette_img150x150.png Sample Output * \param [in] srcPtr source tensor in HIP memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) * \param [out] dstPtr destination tensor in HIP memory diff --git a/include/rppt_tensor_geometric_augmentations.h b/include/rppt_tensor_geometric_augmentations.h index 8193a7d6e..e08cba2be 100644 --- a/include/rppt_tensor_geometric_augmentations.h +++ b/include/rppt_tensor_geometric_augmentations.h @@ -406,7 +406,7 @@ RppStatus rppt_rotate_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * - dstPtr depth ranges - Will be same depth as srcPtr. * \image html img150x150.png Sample Input1 * \image html img150x150_2.png Sample Input2 - * \image html phase_augmentation_img150x150.png Sample Output + * \image html geometric_augmentations_phase_img150x150.png Sample Output * \param [in] srcPtr1 source1 tensor in HOST memory * \param [in] srcPtr2 source2 tensor in HOST memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) @@ -428,7 +428,7 @@ RppStatus rppt_phase_host(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr srcDes * - dstPtr depth ranges - Will be same depth as srcPtr. * \image html img150x150.png Sample Input1 * \image html img150x150_2.png Sample Input2 - * \image html phase_augmentation_img150x150.png Sample Output + * \image html geometric_augmentations_phase_img150x150.png Sample Output * \param [in] srcPtr1 source1 tensor in HIP memory * \param [in] srcPtr2 source2 tensor in HIP memory * \param [in] srcDescPtr source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3) From d309411f2a3249410db8e6dfebbe662cb93540f5 Mon Sep 17 00:00:00 2001 From: sampath1117 Date: Mon, 25 Mar 2024 09:04:04 +0000 Subject: [PATCH 43/66] added gif for voxel input and outputs --- docs/data/doxygenInputs/input150x150x4.gif | Bin 0 -> 44187 bytes ...ithmetic_operations_add_scalar_150x150x4.gif | Bin 0 -> 44187 bytes ...ions_fused_multiply_add_scalar_150x150x4.gif | Bin 0 -> 49837 bytes ...tic_operations_multiply_scalar_150x150x4.gif | Bin 0 -> 49880 bytes ...tic_operations_subtract_scalar_150x150x4.gif | Bin 0 -> 44187 bytes .../geometric_augmentations_flip_150x150x4.gif | Bin 0 -> 44069 bytes include/rppt_tensor_arithmetic_operations.h | 16 ++++++++++++++++ include/rppt_tensor_geometric_augmentations.h | 4 ++++ 8 files changed, 20 insertions(+) create mode 100644 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z^S=%MJ6y?i2|=aQBAljh|BK2_fl0xU7WRKhNsS`~LrQtc5aG1HC{If6aESC{!y#Ve z59LfthXWfu3a?vgxa3kD=y15S^n{m{Hq8mYEWZQuayMm;PYd@?8k1wvmg&Hy z%^wPf!=|lIc)O%cON}cTG92DX56ADsIc|Ds4y`G;QhZLn|JDtsJ-sqR_`+e*;&)m# zZG0%4g3p0UO|Mg*^zyza?q#&RC{HNfp(Q+jcw7o)DLw~ZdU>3*7rFm!o^beZoN1|X z+U!N};d%f6^8dTCoOVpFJcr)!dN}x;v{1hAbO(DKfIi@5NXQ@ zVR!12HqFWFq&r~;&T*ai|I~HxIj)m0ZPK&iu#@*i@lN_b-50l6T3k+D{)r=X aOxk?m;j}o?D?J=OggI@V)TO;R^nU>RorA;x literal 0 HcmV?d00001 diff --git a/utilities/test_suite/rpp_test_suite_audio.h b/utilities/test_suite/rpp_test_suite_audio.h index 2ac174042..ec962270a 100644 --- a/utilities/test_suite/rpp_test_suite_audio.h +++ b/utilities/test_suite/rpp_test_suite_audio.h @@ -39,6 +39,7 @@ std::map audioAugmentationMap = {0, "non_silent_region_detection"}, {1, "to_decibels"}, {2, "pre_emphasis_filter"}, + {3, "down_mixing"}, }; // Golden outputs for Non Silent Region Detection @@ -137,7 +138,7 @@ void verify_output(Rpp32f *dstPtr, RpptDescPtr dstDescPtr, RpptImagePatchPtr dst // read data from golden outputs Rpp64u oBufferSize = dstDescPtr->n * dstDescPtr->strides.nStride; Rpp32f *refOutput = static_cast(malloc(oBufferSize * sizeof(float))); - string outFile = scriptPath + testCase + "/" + testCase + ".bin"; + string outFile = scriptPath + "/../REFERENCE_OUTPUTS_AUDIO/" + testCase + "/" + testCase + ".bin"; std::fstream fin(outFile, std::ios::in | std::ios::binary); if(fin.is_open()) { From 29a5c8265880e1207c6b92e8c2c55b8a2ca57d2c Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 16 Feb 2024 15:59:15 -0800 Subject: [PATCH 24/66] RPP Voxel 3D Tensor Multiply scalar on HOST and HIP (#306) * added HIP support for voxel scalar multiply kernel * added HOST support for voxel multiply kernel added golden outputs for voxel multiply kernel * merge with master * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * converted multiply scalar voxel golden outputs to bin files * changed copyright from 2023 to 2024 --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM --- include/rppt_tensor_arithmetic_operations.h | 44 ++++- src/include/cpu/rpp_cpu_common.hpp | 6 + .../cpu/host_tensor_arithmetic_operations.hpp | 1 + src/modules/cpu/kernel/multiply_scalar.hpp | 152 ++++++++++++++++++ .../hip/hip_tensor_arithmetic_operations.hpp | 1 + src/modules/hip/kernel/multiply_scalar.hpp | 114 +++++++++++++ .../rppt_tensor_arithmetic_operations.cpp | 71 ++++++++ utilities/test_suite/HIP/Tensor_voxel_hip.cpp | 16 ++ utilities/test_suite/HIP/runTests_voxel.py | 8 +- .../test_suite/HOST/Tensor_voxel_host.cpp | 16 ++ utilities/test_suite/HOST/runTests_voxel.py | 8 +- .../multiply_scalar_nifti_output.bin | Bin 0 -> 4377600 bytes utilities/test_suite/rpp_test_suite_voxel.h | 3 +- 13 files changed, 428 insertions(+), 12 deletions(-) create mode 100644 src/modules/cpu/kernel/multiply_scalar.hpp create mode 100644 src/modules/hip/kernel/multiply_scalar.hpp create mode 100644 utilities/test_suite/REFERENCE_OUTPUT_VOXEL/multiply_scalar/multiply_scalar_nifti_output.bin diff --git a/include/rppt_tensor_arithmetic_operations.h b/include/rppt_tensor_arithmetic_operations.h index 7c6beba87..51705eefc 100644 --- a/include/rppt_tensor_arithmetic_operations.h +++ b/include/rppt_tensor_arithmetic_operations.h @@ -167,7 +167,45 @@ RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGener */ RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *subtractTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT - + +/*! \brief Multiply scalar augmentation on HOST backend + * \details This function performs the multiplication operation on a batch of 4D tensors. + * It takes a corresponding element from 'multiplyTensor' and multiplies it with source tensor. Result is stored in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HOST memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HOST memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] mulTensor multiplier values for used for multiplication (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_multiply_scalar_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *subtractTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); + +#ifdef GPU_SUPPORT +/*! \brief Multiply scalar augmentation on HIP backend + * \details This function performs the multiplication operation on a batch of 4D tensors. + * It takes a corresponding element from 'multiplyTensor' and multiplies it with source tensor. Result is stored in the destination tensor. + * Support added for f32 -> f32 dataype. + * \param [in] srcPtr source tensor in HIP memory + * \param[in] srcGenericDescPtr source tensor descriptor + * \param[out] dstPtr destination tensor in HIP memory + * \param[in] dstGenericDescPtr destination tensor descriptor + * \param[in] mulTensor multiplier values for used for multiplication (1D tensor of batchSize Rpp32f values) + * \param[in] roiGenericPtrSrc ROI data for each image in source tensor (tensor of batchSize RpptRoiGeneric values) + * \param[in] roiType ROI type used (RpptRoi3DType::XYZWHD or RpptRoi3DType::LTFRBB) + * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() + * \return A \ref RppStatus enumeration. + * \retval RPP_SUCCESS Successful completion. + * \retval RPP_ERROR* Unsuccessful completion. + */ +RppStatus rppt_multiply_scalar_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32f *mulTensor, RpptROI3DPtr roiGenericPtrSrc, RpptRoi3DType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT + /*! \brief Magnitude computation on HOST backend for a NCHW/NHWC layout tensor * \details This function computes magnitude of corresponding pixels for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
    * srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). @@ -211,11 +249,11 @@ RppStatus rppt_magnitude_host(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr sr */ RppStatus rppt_magnitude_gpu(RppPtr_t srcPtr1, RppPtr_t srcPtr2, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT - + /*! @} */ #ifdef __cplusplus } #endif -#endif // RPPT_TENSOR_ARITHMETIC_OPERATIONS_H +#endif // RPPT_TENSOR_ARITHMETIC_OPERATIONS_H \ No newline at end of file diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 554e03eef..86391108d 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -2431,6 +2431,12 @@ inline RppStatus custom_convolve_image_host(T* srcPtr, RppiSize srcSize, U* dstP // Compute Functions for RPP Tensor API +inline void compute_multiply_16_host(__m256 *p, __m256 *pMulParam) +{ + p[0] = _mm256_mul_ps(p[0], pMulParam[0]); // multiply adjustment + p[1] = _mm256_mul_ps(p[1], pMulParam[0]); // multiply adjustment +} + inline void compute_subtract_16_host(__m256 *p, __m256 *pSubtractParam) { p[0] = _mm256_sub_ps(p[0], pSubtractParam[0]); // subtract adjustment diff --git a/src/modules/cpu/host_tensor_arithmetic_operations.hpp b/src/modules/cpu/host_tensor_arithmetic_operations.hpp index c85d45c57..b98145be0 100644 --- a/src/modules/cpu/host_tensor_arithmetic_operations.hpp +++ b/src/modules/cpu/host_tensor_arithmetic_operations.hpp @@ -28,6 +28,7 @@ SOFTWARE. #include "kernel/fused_multiply_add_scalar.hpp" #include "kernel/add_scalar.hpp" #include "kernel/subtract_scalar.hpp" +#include "kernel/multiply_scalar.hpp" #include "kernel/magnitude.hpp" #endif // HOST_TENSOR_ARITHMETIC_OPERATIONS_HPP diff --git a/src/modules/cpu/kernel/multiply_scalar.hpp b/src/modules/cpu/kernel/multiply_scalar.hpp new file mode 100644 index 000000000..a27782bcc --- /dev/null +++ b/src/modules/cpu/kernel/multiply_scalar.hpp @@ -0,0 +1,152 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" + +RppStatus multiply_scalar_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *mulTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI3D roiDefault; + if(srcGenericDescPtr->layout==RpptLayout::NCDHW) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[4], (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2]}; + else if(srcGenericDescPtr->layout==RpptLayout::NDHWC) + roiDefault = {0, 0, 0, (Rpp32s)srcGenericDescPtr->dims[3], (Rpp32s)srcGenericDescPtr->dims[2], (Rpp32s)srcGenericDescPtr->dims[1]}; + Rpp32u numThreads = handle.GetNumThreads(); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + RpptROI3D roi; + RpptROI3DPtr roiPtrInput = &roiGenericPtrSrc[batchCount]; + compute_roi3D_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + Rpp32u bufferLength = roi.xyzwhdROI.roiWidth * layoutParams.bufferMultiplier; + + Rpp32f mulParam = mulTensor[batchCount]; + Rpp32f *srcPtrImage, *dstPtrImage; + srcPtrImage = srcPtr + batchCount * srcGenericDescPtr->strides[0]; + dstPtrImage = dstPtr + batchCount * dstGenericDescPtr->strides[0]; + + Rpp32f *srcPtrChannel, *dstPtrChannel; + dstPtrChannel = dstPtrImage; +#if __AVX2__ + Rpp32u vectorIncrement = 16; + __m256 pMulParam = _mm256_set1_ps(mulParam); + Rpp32u alignedLength = bufferLength & ~(vectorIncrement - 1); +#endif + // multiply without fused output-layout toggle (NCDHW -> NCDHW) + if((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[3]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtrDepth, *dstPtrDepth; + srcPtrDepth = srcPtrChannel; + dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_multiply_16_host(p, &pMulParam); // multiply adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + *dstPtrTemp++ = (*srcPtrTemp++ * mulParam); + + srcPtrRow += srcGenericDescPtr->strides[3]; + dstPtrRow += dstGenericDescPtr->strides[3]; + } + srcPtrDepth += srcGenericDescPtr->strides[2]; + dstPtrDepth += dstGenericDescPtr->strides[2]; + } + srcPtrChannel += srcGenericDescPtr->strides[1]; + dstPtrChannel += srcGenericDescPtr->strides[1]; + } + } + // multiply without fused output-layout toggle (NDHWC -> NDHWC) + else if((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + { + srcPtrChannel = srcPtrImage + (roi.xyzwhdROI.xyz.z * srcGenericDescPtr->strides[1]) + (roi.xyzwhdROI.xyz.y * srcGenericDescPtr->strides[2]) + (roi.xyzwhdROI.xyz.x * layoutParams.bufferMultiplier); + Rpp32f *srcPtrDepth = srcPtrChannel; + Rpp32f *dstPtrDepth = dstPtrChannel; + for(int i = 0; i < roi.xyzwhdROI.roiDepth; i++) + { + Rpp32f *srcPtrRow, *dstPtrRow; + srcPtrRow = srcPtrDepth; + dstPtrRow = dstPtrDepth; + for(int j = 0; j < roi.xyzwhdROI.roiHeight; j++) + { + Rpp32f *srcPtrTemp, *dstPtrTemp; + srcPtrTemp = srcPtrRow; + dstPtrTemp = dstPtrRow; + int vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) + { + __m256 p[2]; + rpp_simd_load(rpp_load16_f32_to_f32_avx, srcPtrTemp, p); // simd loads + compute_multiply_16_host(p, &pMulParam); // multiply adjustment + rpp_simd_store(rpp_store16_f32_to_f32_avx, dstPtrTemp, p); // simd stores + srcPtrTemp += vectorIncrement; + dstPtrTemp += vectorIncrement; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + *dstPtrTemp++ = (*srcPtrTemp++ * mulParam); + + srcPtrRow += srcGenericDescPtr->strides[2]; + dstPtrRow += dstGenericDescPtr->strides[2]; + } + srcPtrDepth += srcGenericDescPtr->strides[1]; + dstPtrDepth += dstGenericDescPtr->strides[1]; + } + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/hip/hip_tensor_arithmetic_operations.hpp b/src/modules/hip/hip_tensor_arithmetic_operations.hpp index a4a0a052a..0345171fc 100644 --- a/src/modules/hip/hip_tensor_arithmetic_operations.hpp +++ b/src/modules/hip/hip_tensor_arithmetic_operations.hpp @@ -28,6 +28,7 @@ SOFTWARE. #include "kernel/fused_multiply_add_scalar.hpp" #include "kernel/add_scalar.hpp" #include "kernel/subtract_scalar.hpp" +#include "kernel/multiply_scalar.hpp" #include "kernel/magnitude.hpp" #endif // HIP_TENSOR_ARITHMEETIC_OPERATIONS_HPP diff --git a/src/modules/hip/kernel/multiply_scalar.hpp b/src/modules/hip/kernel/multiply_scalar.hpp new file mode 100644 index 000000000..e0816576a --- /dev/null +++ b/src/modules/hip/kernel/multiply_scalar.hpp @@ -0,0 +1,114 @@ +#include +#include "rpp_hip_common.hpp" + + +__global__ void multiply_scalar_ncdhw_hip_tensor(float *srcPtr, + uint3 srcStridesCDH, + float *dstPtr, + uint3 dstStridesCDH, + int channels, + float mulParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // W - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesCDH.y) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesCDH.z) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x); + uint dstIdx = (id_z * dstStridesCDH.y) + (id_y * dstStridesCDH.z) + id_x; + + d_float8 val_f8; + for(int c = 0; c < channels; c++) + { + rpp_hip_load8_and_unpack_to_float8(srcPtr + srcIdx, &val_f8); + rpp_hip_math_multiply8_const(&val_f8, &val_f8, static_cast(mulParam)); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &val_f8); + srcIdx += srcStridesCDH.x; + dstIdx += dstStridesCDH.x; + } +} + +__global__ void multiply_scalar_ndhwc_hip_tensor(float *srcPtr, + uint2 srcStridesDH, + float *dstPtr, + uint2 dstStridesDH, + float mulParam, + RpptROI3DPtr roiGenericPtrSrc) +{ + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; // WC - inner most dim vectorized + int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; // H - second to inner + int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; // D - outer most dim + + if ((id_z >= roiGenericPtrSrc->xyzwhdROI.roiDepth) || (id_y >= roiGenericPtrSrc->xyzwhdROI.roiHeight) || (id_x >= roiGenericPtrSrc->xyzwhdROI.roiWidth)) + { + return; + } + + uint srcIdx = ((id_z + roiGenericPtrSrc->xyzwhdROI.xyz.z) * srcStridesDH.x) + ((id_y + roiGenericPtrSrc->xyzwhdROI.xyz.y) * srcStridesDH.y) + (id_x + roiGenericPtrSrc->xyzwhdROI.xyz.x) * 3; + uint dstIdx = (id_z * dstStridesDH.x) + (id_y * dstStridesDH.y) + id_x * 3; + + d_float24 val_f24; + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr + srcIdx, &val_f24); + rpp_hip_math_multiply24_const(&val_f24, &val_f24, static_cast(mulParam)); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &val_f24); +} + +RppStatus hip_exec_multiply_scalar_tensor(Rpp32f *srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + Rpp32f *dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + RpptROI3DPtr roiGenericPtrSrc, + Rpp32f *mulTensor, + rpp::Handle& handle) +{ + if (dstGenericDescPtr->layout == RpptLayout::NCDHW) + { + int globalThreads_x = (dstGenericDescPtr->strides[3] + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[3]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[2]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(multiply_scalar_ncdhw_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint3(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2], srcGenericDescPtr->strides[3]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint3(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2], dstGenericDescPtr->strides[3]), + dstGenericDescPtr->dims[1], + mulTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + else if (dstGenericDescPtr->layout == RpptLayout::NDHWC) + { + int globalThreads_x = (dstGenericDescPtr->strides[2] / 3 + 7) >> 3; // W - width (x direction) - vectorized for 8 element loads/stores per channel + int globalThreads_y = dstGenericDescPtr->dims[2]; // H - height (y direction) + int globalThreads_z = dstGenericDescPtr->dims[1]; // D - depth (z direction) + + for(int batchCount = 0; batchCount < dstGenericDescPtr->dims[0]; batchCount++) + { + hipLaunchKernelGGL(multiply_scalar_ndhwc_hip_tensor, + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), + 0, + handle.GetStream(), + srcPtr + (batchCount * srcGenericDescPtr->strides[0]), + make_uint2(srcGenericDescPtr->strides[1], srcGenericDescPtr->strides[2]), + dstPtr + (batchCount * dstGenericDescPtr->strides[0]), + make_uint2(dstGenericDescPtr->strides[1], dstGenericDescPtr->strides[2]), + mulTensor[batchCount], + &roiGenericPtrSrc[batchCount]); + } + } + + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_arithmetic_operations.cpp b/src/modules/rppt_tensor_arithmetic_operations.cpp index 907aaf0f2..8f88ba90f 100644 --- a/src/modules/rppt_tensor_arithmetic_operations.cpp +++ b/src/modules/rppt_tensor_arithmetic_operations.cpp @@ -151,6 +151,45 @@ RppStatus rppt_subtract_scalar_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** multiply_scalar ********************/ + +RppStatus rppt_multiply_scalar_host(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *mulTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ + RppLayoutParams layoutParams; + if ((srcGenericDescPtr->layout == RpptLayout::NCDHW) && (dstGenericDescPtr->layout == RpptLayout::NCDHW)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[1]); + else if ((srcGenericDescPtr->layout == RpptLayout::NDHWC) && (dstGenericDescPtr->layout == RpptLayout::NDHWC)) + layoutParams = get_layout_params(srcGenericDescPtr->layout, srcGenericDescPtr->dims[4]); + + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + if ((srcGenericDescPtr->dataType == RpptDataType::F32) && (dstGenericDescPtr->dataType == RpptDataType::F32)) + { + multiply_scalar_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + mulTensor, + roiGenericPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + /******************** magnitude ********************/ RppStatus rppt_magnitude_host(RppPtr_t srcPtr1, @@ -320,6 +359,38 @@ RppStatus rppt_subtract_scalar_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** multiply_scalar ********************/ + +RppStatus rppt_multiply_scalar_gpu(RppPtr_t srcPtr, + RpptGenericDescPtr srcGenericDescPtr, + RppPtr_t dstPtr, + RpptGenericDescPtr dstGenericDescPtr, + Rpp32f *mulTensor, + RpptROI3DPtr roiGenericPtrSrc, + RpptRoi3DType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if (srcGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_SRC_DATATYPE; + if (dstGenericDescPtr->dataType != RpptDataType::F32) return RPP_ERROR_INVALID_DST_DATATYPE; + if ((srcGenericDescPtr->layout != RpptLayout::NCDHW) && (srcGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_SRC_LAYOUT; + if ((dstGenericDescPtr->layout != RpptLayout::NCDHW) && (dstGenericDescPtr->layout != RpptLayout::NDHWC)) return RPP_ERROR_INVALID_DST_LAYOUT; + if (srcGenericDescPtr->layout != dstGenericDescPtr->layout) return RPP_ERROR_INVALID_ARGUMENTS; + + hip_exec_multiply_scalar_tensor(reinterpret_cast(static_cast(srcPtr) + srcGenericDescPtr->offsetInBytes), + srcGenericDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstGenericDescPtr->offsetInBytes), + dstGenericDescPtr, + roiGenericPtrSrc, + mulTensor, + rpp::deref(rppHandle)); + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + /******************** magnitude ********************/ RppStatus rppt_magnitude_gpu(RppPtr_t srcPtr1, diff --git a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp index 4331b6a24..f9f3b9f54 100644 --- a/utilities/test_suite/HIP/Tensor_voxel_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_voxel_hip.cpp @@ -298,6 +298,22 @@ int main(int argc, char * argv[]) break; } + case 5: + { + testCaseName = "multiply_scalar"; + Rpp32f mulTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + mulTensor[i] = 80; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 2) + rppt_multiply_scalar_gpu(d_inputF32, descriptorPtr3D, d_outputF32, descriptorPtr3D, mulTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: { missingFuncFlag = 1; diff --git a/utilities/test_suite/HIP/runTests_voxel.py b/utilities/test_suite/HIP/runTests_voxel.py index 82d9cbea9..d645b03fe 100644 --- a/utilities/test_suite/HIP/runTests_voxel.py +++ b/utilities/test_suite/HIP/runTests_voxel.py @@ -39,7 +39,7 @@ outFolderPath = os.getcwd() buildFolderPath = os.getcwd() caseMin = 0 -caseMax = 3 +caseMax = 5 # Check if folder path is empty, if it is the root folder, or if it exists, and remove its contents def validate_and_remove_contents(path): @@ -309,8 +309,8 @@ def rpp_test_suite_parser_and_validator(): else: for case in args.case_list: if int(case) < caseMin or int(case) > caseMax: - print("The case# must be in the 0:1 range!") - exit(0) + print("The case# must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + exit(0) # if QA mode is enabled overwrite the input folders with the folders used for generating golden outputs if args.qa_mode: @@ -470,7 +470,7 @@ def rpp_test_suite_parser_and_validator(): print("Unable to open results in " + RESULTS_DIR + "/consolidated_results_" + TYPE + ".stats.csv") # print the results of qa tests -supportedCaseList = ['0', '1', '2', '3'] +supportedCaseList = ['0', '1', '2', '3', '5'] nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git a/utilities/test_suite/HOST/Tensor_voxel_host.cpp b/utilities/test_suite/HOST/Tensor_voxel_host.cpp index 01673d0f6..0198c3ca0 100644 --- a/utilities/test_suite/HOST/Tensor_voxel_host.cpp +++ b/utilities/test_suite/HOST/Tensor_voxel_host.cpp @@ -283,6 +283,22 @@ int main(int argc, char * argv[]) break; } + case 5: + { + testCaseName = "multiply_scalar"; + Rpp32f mulTensor[batchSize]; + + for (int i = 0; i < batchSize; i++) + mulTensor[i] = 80; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 2) + rppt_multiply_scalar_host(inputF32, descriptorPtr3D, outputF32, descriptorPtr3D, mulTensor, roiGenericSrcPtr, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } default: { missingFuncFlag = 1; diff --git a/utilities/test_suite/HOST/runTests_voxel.py b/utilities/test_suite/HOST/runTests_voxel.py index e21dc0f0e..d94dcd0f9 100644 --- a/utilities/test_suite/HOST/runTests_voxel.py +++ b/utilities/test_suite/HOST/runTests_voxel.py @@ -39,7 +39,7 @@ outFolderPath = os.getcwd() buildFolderPath = os.getcwd() caseMin = 0 -caseMax = 3 +caseMax = 5 # Check if folder path is empty, if it is the root folder, or if it exists, and remove its contents def validate_and_remove_contents(path): @@ -232,8 +232,8 @@ def rpp_test_suite_parser_and_validator(): else: for case in args.case_list: if int(case) < caseMin or int(case) > caseMax: - print("The case# must be in the 0:1 range!") - exit(0) + print("The case# must be in [" + str(caseMin) + ":" + str(caseMax) + "]") + exit(0) # if QA mode is enabled overwrite the input folders with the folders used for generating golden outputs if args.qa_mode: @@ -321,7 +321,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, logFileLayout, headerPath, dataPath, dstPathTemp, layout, case, numRuns, testType, qaMode, batchSize) # print the results of qa tests -supportedCaseList = ['0', '1', '2', '3'] +supportedCaseList = ['0', '1', '2', '3', '5'] nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: diff --git 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z9Ltq{w@~|Q{b5@Cp2+^OPiXIXlsWmYj(<>FBY$s5z`3J34PV%=*7NE6!z_8YyS29XYAsS>L*@XpZHdAMSIN^@1TBSY{u=4NsMpf{HUb8yY)C{ zlSlj>i5#U(TyK0M=XkA$#^+f*{G-Fye8^oN+zbBOh augmentationMap = {0, "fused_multiply_add_scalar"}, {1, "slice"}, {2, "add_scalar"}, - {3, "subtract_scalar"} + {3, "subtract_scalar"}, + {5, "multiply_scalar"} }; void replicate_last_file_to_fill_batch(const string& lastFilePath, vector& filePathVector, vector& fileNamesVector, const string& lastFileName, int noOfFiles, int batchCount) From 98a3c8233dae474d3f73a6b26020fbe5c6dca9e4 Mon Sep 17 00:00:00 2001 From: Abishek <52214183+r-abishek@users.noreply.github.com> Date: Fri, 16 Feb 2024 15:59:28 -0800 Subject: [PATCH 25/66] Test Suite Bugfix (#307) * experimental changes for adding qa mode for performance tests * made changes to add display more information w.r.t QA results summary for performance tests * minor changes * Add changes to dump qa results to excel file * Add performance QA for three new tensor functions * update prerequisites in readme * added changes to handle unsupported cases * removed treshold dictionary and added performance Noise treshold add new dataset for performance QA * RPP Test Suite Upgrade 4 - CSV to BIN conversions for file size reduction (#293) * change golden outputs from .csv files to .bin files * Changed comparision funtions to use .bin files * Address review comments * minor change * Address review comments * minor change --------- Co-authored-by: HazarathKumarM * Changes to the performane summary dataframe * minor changes * Update CMakeLists.txt to add ${CMAKE_CURRENT_SOURCE_DIR} for CI * Update CMakeLists.txt fix * Update CMakeLists.txt fix * remove tabulate dependency * Update README.md to remove tabulate pip install * Fix for CI machine failure * Add note on performance * Fix segmentation fault * Revert QAmode to restrict HIP bitdepths * Use Rpp64u for HOST while comparing outputs * Fix ambiguous abs call * Fix for SLES CI HIP fail - error: incompatible pointer types assigning to 'unsigned long *' from 'unsigned long long *' - refOutput = TensorSumReferenceOutputs[numChannels].data(); --------- Co-authored-by: sampath1117 Co-authored-by: HazarathKumarM Co-authored-by: Snehaa Giridharan Co-authored-by: Pavel Tcherniaev --- .../tensor_sum/tensor_sum_u8_Tensor.bin | Bin 120 -> 0 bytes utilities/test_suite/rpp_test_suite_common.h | 39 +++++++++--------- 2 files changed, 20 insertions(+), 19 deletions(-) delete mode 100644 utilities/test_suite/REFERENCE_OUTPUT/tensor_sum/tensor_sum_u8_Tensor.bin diff --git a/utilities/test_suite/REFERENCE_OUTPUT/tensor_sum/tensor_sum_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/tensor_sum/tensor_sum_u8_Tensor.bin deleted file mode 100644 index dacf51e6e5a0504f0f61203a8c58a7f36a373905..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 120 zcmcZ;z{&syCJ_1tBMX?jrHv0vYsd?L=|lP4VA^mWJD8UCRR+^y@`_+OV526Ou3l{f YrXN< augmentationMap = {87, "tensor_sum"} }; +// Golden outputs for Tensor sum Kernel +std::map> TensorSumReferenceOutputs = +{ + {1, {334225, 813471, 2631125}}, + {3, {348380, 340992, 262616, 951988, 1056552, 749506, 507441, 2313499, 2170646, 2732368, 3320699, 8223713}} +}; + template inline T validate_pixel_range(T pixel) { @@ -1052,8 +1059,6 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R binFile += "_noiseType" + noiseTypeName; } refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ binFile + ".bin"; - string line,word; - int index = 0; int fileMatch = 0; Rpp8u *binaryContent = (Rpp8u *)malloc(binOutputSize * sizeof(Rpp8u)); @@ -1090,17 +1095,14 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R free(binaryContent); } -inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPtr srcDescPtr, int testCase, string dst, string scriptPath) +// compares reduction type functions outputs +template +inline void compare_reduction_output(T* output, string funcName, RpptDescPtr srcDescPtr, int testCase, string dst, string scriptPath) { string func = funcName; - string refFile = ""; - int pln1RefStride = srcDescPtr->n * 4; - Rpp64u binaryOutputSize = srcDescPtr->n * 5; - string dataType[4] = {"_u8_", "_f16_", "_f32_", "_i8_"}; func += dataType[srcDescPtr->dataType]; - std::string binFile = func + "Tensor"; if(srcDescPtr->layout == RpptLayout::NHWC) func += "Tensor_PKD3"; @@ -1112,21 +1114,21 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt func += "Tensor_PLN1"; } - refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ binFile + ".bin"; - - string line,word; - int index = 0; int fileMatch = 0; int matched_values = 0; - Rpp64u *binaryContent = (Rpp64u *)malloc(binaryOutputSize * sizeof(Rpp64u)); - read_bin_file(refFile, binaryContent); + + T *refOutput; + int numChannels = (srcDescPtr->c == 1) ? 1 : 3; + int numOutputs = (srcDescPtr->c == 1) ? srcDescPtr->n : srcDescPtr->n * 4; + std::vector ref; + if(testCase == 87) + refOutput = TensorSumReferenceOutputs[numChannels].data(); if(srcDescPtr->c == 1) { - binaryContent += pln1RefStride; for(int i = 0; i < srcDescPtr->n; i++) { - int diff = output[i] - binaryContent[i]; + int diff = abs(static_cast(output[i] - refOutput[i])); if(diff <= CUTOFF) fileMatch++; } @@ -1138,7 +1140,7 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt matched_values = 0; for(int j = 0; j < 4; j++) { - int diff = output[(i * 4) + j] - binaryContent[(i * 4) + j]; + int diff = abs(static_cast(output[(i * 4) + j] - refOutput[(i * 4) + j])); if(diff <= CUTOFF) matched_values++; } @@ -1168,7 +1170,6 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt qaResults << status << std::endl; qaResults.close(); } - free(binaryContent); } // Used to randomly swap values present in array of size n @@ -1257,4 +1258,4 @@ void inline init_ricap(int width, int height, int batchSize, Rpp32u *permutation roiPtrInputCropRegion[1].xywhROI = {randrange(0, part0Width - 8), randrange(0, height - part0Height), width - part0Width, part0Height}; roiPtrInputCropRegion[2].xywhROI = {randrange(0, width - part0Width - 8), randrange(0, part0Height), part0Width, height - part0Height}; roiPtrInputCropRegion[3].xywhROI = {randrange(0, part0Width - 8), randrange(0, part0Height), width - part0Width, height - part0Height}; -} +} \ No newline at end of file From c4555553e994eea8d3b9e51c98b4bf98e2397281 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Tue, 20 Feb 2024 11:55:34 -0500 Subject: [PATCH 26/66] Revert commit "Fix mismatch between HIP and HOST" Includes cleanup --- src/include/cpu/rpp_cpu_common.hpp | 44 +++++++++++++++++------------ src/modules/cpu/kernel/remap.hpp | 45 +++++++++++++----------------- 2 files changed, 46 insertions(+), 43 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 0c8b766a3..77ad5be9f 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -4937,11 +4937,11 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R Rpp32f weightParams[4], bilinearCoeffs[4]; Rpp32s srcLoc[4]; srcLT.y = (Rpp32s) srcY; // Bilinear LT point y value - srcLT.y = std::min(srcLT.y, roiLTRB->ltrbROI.rb.y); - srcRB.y = std::min(srcLT.y + 1, roiLTRB->ltrbROI.rb.y); // Bilinear RB point y value + srcLT.y = std::min(srcLT.y, roiLTRB->ltrbROI.rb.y - 1); + srcRB.y = std::min(srcLT.y + 1, roiLTRB->ltrbROI.rb.y - 1); // Bilinear RB point y value srcLT.x = (Rpp32s) srcX; // Bilinear LT point x value - srcLT.x = std::min(srcLT.x, roiLTRB->ltrbROI.rb.x); - srcRB.x = std::min(srcLT.x + 1, roiLTRB->ltrbROI.rb.x); // Bilinear RB point x value + srcLT.x = std::min(srcLT.x, roiLTRB->ltrbROI.rb.x - 1); + srcRB.x = std::min(srcLT.x + 1, roiLTRB->ltrbROI.rb.x - 1); // Bilinear RB point x value weightParams[0] = srcY - srcLT.y; // weightedHeight weightParams[1] = 1 - weightParams[0]; // 1 - weightedHeight weightParams[2] = srcX - srcLT.x; // weightedWidth @@ -4972,8 +4972,8 @@ inline void compute_generic_bilinear_srclocs_and_interpolate(T *srcPtrChannel, R inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX, RpptBilinearNbhoodLocsVecLen8 &srcLocs, __m256 *pBilinearCoeffs, __m256 &pSrcStrideH, __m256i *pxSrcStridesCHW, __m256 *pRoiLTRB) { __m256 pWeightParams[4], pSrcBilinearLTyx[4]; - pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; - pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT |_MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; + pSrcBilinearLTyx[0] = _mm256_floor_ps(pSrcY); // srcLT->y = (Rpp32s) srcY; + pSrcBilinearLTyx[1] = _mm256_floor_ps(pSrcX); // srcLT->x = (Rpp32s) srcX; pWeightParams[0] = _mm256_sub_ps(pSrcY, pSrcBilinearLTyx[0]); // weightParams[0] = srcY - srcLT->y; pWeightParams[1] = _mm256_sub_ps(avx_p1, pWeightParams[0]); // weightParams[1] = 1 - weightParams[0]; pWeightParams[2] = _mm256_sub_ps(pSrcX, pSrcBilinearLTyx[1]); // weightParams[2] = srcX - srcLT->x; @@ -4982,10 +4982,14 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX pBilinearCoeffs[1] = _mm256_mul_ps(pWeightParams[1], pWeightParams[2]); // (1 - weightedHeight) * weightedWidth pBilinearCoeffs[2] = _mm256_mul_ps(pWeightParams[0], pWeightParams[3]); // weightedHeight * (1 - weightedWidth) pBilinearCoeffs[3] = _mm256_mul_ps(pWeightParams[0], pWeightParams[2]); // weightedHeight * weightedWidth - pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); + pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + /*pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]);*/ __m256i pxSrcLocsTL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Top-Left memory locations = 8 Top-Left srcYs * hStride + 8 Top-Left srcXs __m256i pxSrcLocsTR = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[3])); // 8 Top-Right memory locations = 8 Top-Left srcYs * hStride + 8 Bottom-right srcXs __m256i pxSrcLocsBL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[2], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Bottom-Left memory locations = 8 Bottom-right srcYs * hStride + 8 Top-Left srcXs @@ -4999,8 +5003,8 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX, RpptBilinearNbhoodLocsVecLen8 &srcLocs, __m256 *pBilinearCoeffs, __m256 &pSrcStrideH, __m256i *pxSrcStridesCHW, Rpp32s srcChannels, __m256 *pRoiLTRB, bool isSrcPKD3 = false) { __m256 pWeightParams[4], pSrcBilinearLTyx[4]; - pSrcBilinearLTyx[0] = _mm256_round_ps(pSrcY, (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC)); // srcLT->y = (Rpp32s) srcY; - pSrcBilinearLTyx[1] = _mm256_round_ps(pSrcX, (_MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC)); // srcLT->x = (Rpp32s) srcX; + pSrcBilinearLTyx[0] = _mm256_floor_ps(pSrcY); // srcLT->y = (Rpp32s) srcY; + pSrcBilinearLTyx[1] = _mm256_floor_ps(pSrcX); // srcLT->x = (Rpp32s) srcX; pWeightParams[0] = _mm256_sub_ps(pSrcY, pSrcBilinearLTyx[0]); // weightParams[0] = srcY - srcLT->y; pWeightParams[1] = _mm256_sub_ps(avx_p1, pWeightParams[0]); // weightParams[1] = 1 - weightParams[0]; pWeightParams[2] = _mm256_sub_ps(pSrcX, pSrcBilinearLTyx[1]); // weightParams[2] = srcX - srcLT->x; @@ -5009,10 +5013,14 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX pBilinearCoeffs[1] = _mm256_mul_ps(pWeightParams[1], pWeightParams[2]); // (1 - weightedHeight) * weightedWidth pBilinearCoeffs[2] = _mm256_mul_ps(pWeightParams[0], pWeightParams[3]); // weightedHeight * (1 - weightedWidth) pBilinearCoeffs[3] = _mm256_mul_ps(pWeightParams[0], pWeightParams[2]); // weightedHeight * weightedWidth - pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); + pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); + pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); + /*pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]); + pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]);*/ if(isSrcPKD3) { pSrcBilinearLTyx[1] = _mm256_mul_ps(pSrcBilinearLTyx[1], avx_p3); // if pkd3, multiply Left-Top column location by 3 @@ -5038,8 +5046,8 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX template inline void compute_generic_bilinear_interpolation_pkd3_to_pln3(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTempR, T *dstPtrTempG, T *dstPtrTempB, T *srcPtrChannel, RpptDescPtr srcDescPtr) { - Rpp32s srcXFloor = std::round(srcX); - Rpp32s srcYFloor = std::round(srcY); + Rpp32s srcXFloor = std::floor(srcX); + Rpp32s srcYFloor = std::floor(srcY); if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { *dstPtrTempR = 0; @@ -5059,8 +5067,8 @@ inline void compute_generic_bilinear_interpolation_pkd3_to_pln3(Rpp32f srcY, Rpp template inline void compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTemp, T *srcPtrChannel, RpptDescPtr srcDescPtr) { - Rpp32s srcXFloor = std::round(srcX); - Rpp32s srcYFloor = std::round(srcY); + Rpp32s srcXFloor = std::floor(srcX); + Rpp32s srcYFloor = std::floor(srcY); if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { memset(dstPtrTemp, 0, 3 * sizeof(T)); @@ -5074,8 +5082,8 @@ inline void compute_generic_bilinear_interpolation_pln3pkd3_to_pkd3(Rpp32f srcY, template inline void compute_generic_bilinear_interpolation_pln_to_pln(Rpp32f srcY, Rpp32f srcX, RpptROI *roiLTRB, T *dstPtrTemp, T *srcPtrChannel, RpptDescPtr srcDescPtr, RpptDescPtr dstDescPtr) { - Rpp32s srcXFloor = std::round(srcX); - Rpp32s srcYFloor = std::round(srcY); + Rpp32s srcXFloor = std::floor(srcX); + Rpp32s srcYFloor = std::floor(srcY); if ((srcXFloor < roiLTRB->ltrbROI.lt.x) || (srcYFloor < roiLTRB->ltrbROI.lt.y) || (srcXFloor > roiLTRB->ltrbROI.rb.x) || (srcYFloor > roiLTRB->ltrbROI.rb.y)) { for(int c = 0; c < srcDescPtr->c; c++) diff --git a/src/modules/cpu/kernel/remap.hpp b/src/modules/cpu/kernel/remap.hpp index 591f3c7a4..90f394981 100644 --- a/src/modules/cpu/kernel/remap.hpp +++ b/src/modules/cpu/kernel/remap.hpp @@ -27,7 +27,6 @@ omp_set_dynamic(0); RpptROI roi; RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); - //roi.xywhROI.roiWidth = 50; Rpp8u *srcPtrChannel, *dstPtrChannel, *srcPtrImage, *dstPtrImage; srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; @@ -808,7 +807,11 @@ RppStatus remap_bilinear_u8_u8_host_tensor(Rpp8u *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); - __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); #endif omp_set_dynamic(0); @@ -836,16 +839,11 @@ omp_set_dynamic(0); #if __AVX2__ __m256 pBilinearCoeffs[4]; - __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); - __m256i pxSrcStridesCHW[3]; - pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); - pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); - pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; #endif @@ -1089,7 +1087,11 @@ RppStatus remap_bilinear_f32_f32_host_tensor(Rpp32f *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); - __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); #endif omp_set_dynamic(0); @@ -1117,16 +1119,11 @@ omp_set_dynamic(0); #if __AVX2__ __m256 pBilinearCoeffs[4]; - __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); - __m256i pxSrcStridesCHW[3]; - pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); - pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); - pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; #endif @@ -1372,7 +1369,11 @@ RppStatus remap_bilinear_i8_i8_host_tensor(Rpp8s *srcPtr, #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); - __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); #endif omp_set_dynamic(0); @@ -1400,16 +1401,11 @@ omp_set_dynamic(0); #if __AVX2__ __m256 pBilinearCoeffs[4]; - __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); - __m256i pxSrcStridesCHW[3]; - pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); - pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); - pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; #endif @@ -1659,7 +1655,11 @@ RppStatus remap_bilinear_f16_f16_host_tensor(Rpp16f *srcPtr, #if __AVX2__ __m256 pSrcChannel = _mm256_set1_ps(srcDescPtr->c); - __m256 pSrcStride = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); + __m256i pxSrcStridesCHW[3]; + pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); + pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); + pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); #endif omp_set_dynamic(0); @@ -1687,16 +1687,11 @@ omp_set_dynamic(0); #if __AVX2__ __m256 pBilinearCoeffs[4]; - __m256 pSrcStrideH = _mm256_set1_ps(srcDescPtr->strides.hStride); __m256 pRoiLTRB[4]; pRoiLTRB[0] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.x); pRoiLTRB[1] = _mm256_set1_ps(roiLTRB.ltrbROI.lt.y); pRoiLTRB[2] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.x); pRoiLTRB[3] = _mm256_set1_ps(roiLTRB.ltrbROI.rb.y); - __m256i pxSrcStridesCHW[3]; - pxSrcStridesCHW[0] = _mm256_set1_epi32(srcDescPtr->strides.cStride); - pxSrcStridesCHW[1] = _mm256_set1_epi32(srcDescPtr->strides.hStride); - pxSrcStridesCHW[2] = _mm256_set1_epi32(srcDescPtr->strides.wStride); RpptBilinearNbhoodLocsVecLen8 srcLocs; #endif From 3a5579bd52207662e28210c0260b185d10089025 Mon Sep 17 00:00:00 2001 From: Snehaa Giridharan Date: Thu, 22 Feb 2024 02:10:06 -0500 Subject: [PATCH 27/66] Modify roi input format Fixes reference output for bilinear interpolation Also modifies HIP kernel as per latest changes --- src/include/cpu/rpp_cpu_common.hpp | 8 -- src/modules/hip/kernel/remap.hpp | 71 +++++++----------- ...ap_u8_Tensor_interpolationTypeBilinear.bin | Bin 273600 -> 273600 bytes 3 files changed, 26 insertions(+), 53 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 34cb35930..9698e2bf3 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -5014,10 +5014,6 @@ inline void compute_generic_bilinear_srclocs_1c_avx(__m256 &pSrcY, __m256 &pSrcX pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); - /*pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); - pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]);*/ __m256i pxSrcLocsTL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Top-Left memory locations = 8 Top-Left srcYs * hStride + 8 Top-Left srcXs __m256i pxSrcLocsTR = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[0], pSrcStrideH, pSrcBilinearLTyx[3])); // 8 Top-Right memory locations = 8 Top-Left srcYs * hStride + 8 Bottom-right srcXs __m256i pxSrcLocsBL = _mm256_cvtps_epi32(_mm256_fmadd_ps(pSrcBilinearLTyx[2], pSrcStrideH, pSrcBilinearLTyx[1])); // 8 Bottom-Left memory locations = 8 Bottom-right srcYs * hStride + 8 Top-Left srcXs @@ -5045,10 +5041,6 @@ inline void compute_generic_bilinear_srclocs_3c_avx(__m256 &pSrcY, __m256 &pSrcX pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), _mm256_sub_ps(pRoiLTRB[3], avx_p1)); pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), _mm256_sub_ps(pRoiLTRB[2], avx_p1)); - /*pSrcBilinearLTyx[0] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[0], pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[1] = _mm256_min_ps(_mm256_max_ps(pSrcBilinearLTyx[1], pRoiLTRB[0]), pRoiLTRB[2]); - pSrcBilinearLTyx[2] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[0], avx_p1), pRoiLTRB[1]), pRoiLTRB[3]); - pSrcBilinearLTyx[3] = _mm256_min_ps(_mm256_max_ps(_mm256_add_ps(pSrcBilinearLTyx[1], avx_p1), pRoiLTRB[0]), pRoiLTRB[2]);*/ if(isSrcPKD3) { pSrcBilinearLTyx[1] = _mm256_mul_ps(pSrcBilinearLTyx[1], avx_p3); // if pkd3, multiply Left-Top column location by 3 diff --git a/src/modules/hip/kernel/remap.hpp b/src/modules/hip/kernel/remap.hpp index 5440546d6..d34be4dcd 100644 --- a/src/modules/hip/kernel/remap.hpp +++ b/src/modules/hip/kernel/remap.hpp @@ -39,10 +39,8 @@ __global__ void remap_nearest_neighbor_pkd_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNH.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); @@ -75,10 +73,8 @@ __global__ void remap_nearest_neighbor_pln_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNCH.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; @@ -126,10 +122,8 @@ __global__ void remap_nearest_neighbor_pkd3_pln3_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNH.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; @@ -161,10 +155,8 @@ __global__ void remap_nearest_neighbor_pln3_pkd3_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNCH.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); @@ -198,10 +190,8 @@ __global__ void remap_bilinear_pkd_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNH.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); @@ -234,10 +224,8 @@ __global__ void remap_bilinear_pln_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNCH.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; @@ -285,10 +273,8 @@ __global__ void remap_bilinear_pkd3_pln3_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNH.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; @@ -320,10 +306,8 @@ __global__ void remap_bilinear_pln3_pkd3_hip_tensor(T *srcPtr, int id_y = hipBlockIdx_y * hipBlockDim_y + hipThreadIdx_y; int id_z = hipBlockIdx_z * hipBlockDim_z + hipThreadIdx_z; - if ((id_y >= roiTensorPtrSrc[id_z].xywhROI.roiHeight) || (id_x >= roiTensorPtrSrc[id_z].xywhROI.roiWidth)) - { + if ((id_y >= dstDimsWH.y) || (id_x >= dstDimsWH.x)) return; - } uint srcIdx = (id_z * srcStridesNCH.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + (id_x * 3); @@ -355,12 +339,9 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, RpptRoiType roiType, rpp::Handle& handle) { - if (roiType == RpptRoiType::LTRB) - hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + if (roiType == RpptRoiType::XYWH) + hip_exec_roi_converison_xywh_to_ltrb(roiTensorPtrSrc, handle); - int localThreads_x = LOCAL_THREADS_X; - int localThreads_y = LOCAL_THREADS_Y; - int localThreads_z = LOCAL_THREADS_Z; int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; int globalThreads_y = dstDescPtr->h; int globalThreads_z = handle.GetBatchSize(); @@ -370,8 +351,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { hipLaunchKernelGGL(remap_nearest_neighbor_pkd_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -387,8 +368,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { hipLaunchKernelGGL(remap_nearest_neighbor_pln_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -405,8 +386,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { hipLaunchKernelGGL(remap_nearest_neighbor_pkd3_pln3_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -423,8 +404,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { hipLaunchKernelGGL(remap_nearest_neighbor_pln3_pkd3_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -443,8 +424,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { hipLaunchKernelGGL(remap_bilinear_pkd_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -460,8 +441,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { hipLaunchKernelGGL(remap_bilinear_pln_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -478,8 +459,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { hipLaunchKernelGGL(remap_bilinear_pkd3_pln3_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, @@ -496,8 +477,8 @@ RppStatus hip_exec_remap_tensor(T *srcPtr, else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { hipLaunchKernelGGL(remap_bilinear_pln3_pkd3_hip_tensor, - dim3(ceil((float)globalThreads_x/localThreads_x), ceil((float)globalThreads_y/localThreads_y), ceil((float)globalThreads_z/localThreads_z)), - dim3(localThreads_x, localThreads_y, localThreads_z), + dim3(ceil((float)globalThreads_x/LOCAL_THREADS_X), ceil((float)globalThreads_y/LOCAL_THREADS_Y), ceil((float)globalThreads_z/LOCAL_THREADS_Z)), + dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), srcPtr, diff --git a/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_interpolationTypeBilinear.bin b/utilities/test_suite/REFERENCE_OUTPUT/remap/remap_u8_Tensor_interpolationTypeBilinear.bin index c3890be48cbc77e9a8f35ea7ce8c1916e14b56ec..2413901b32fcc4ae84750d79d15b069423510d82 100644 GIT binary patch literal 273600 zcmeFZWl-G9+V;y{u1N?kf#8FUF$N5bAOj3CgA9X=00RsTgS-3S?(VKJ5}Xhq1WQ7Q z5+k~7+xzVIIcJ^D-tT+P`O1e=m8$b!brnUeYVPX(UDMrn-`x}a08M;##%!fgA{JeH`?D>%nZnB(G` 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