diff --git a/include/rppdefs.h b/include/rppdefs.h
index 58637be61..6cb54cc2e 100644
--- a/include/rppdefs.h
+++ b/include/rppdefs.h
@@ -113,7 +113,9 @@ 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 5fcf0ea98..0cc0b59d2 100644
--- a/include/rppt_tensor_color_augmentations.h
+++ b/include/rppt_tensor_color_augmentations.h
@@ -415,6 +415,48 @@ 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 2499bc79d..36601b163 100644
--- a/src/include/cpu/rpp_cpu_common.hpp
+++ b/src/include/cpu/rpp_cpu_common.hpp
@@ -3030,6 +3030,22 @@ 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 bd8592a9a..ef4fb7f3c 100644
--- a/src/modules/cpu/host_tensor_color_augmentations.hpp
+++ b/src/modules/cpu/host_tensor_color_augmentations.hpp
@@ -32,5 +32,6 @@ THE 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..2a08ee729
--- /dev/null
+++ b/src/modules/cpu/kernel/color_temperature.hpp
@@ -0,0 +1,1011 @@
+#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;
+}
\ No newline at end of file
diff --git a/src/modules/hip/hip_tensor_color_augmentations.hpp b/src/modules/hip/hip_tensor_color_augmentations.hpp
index 6f8735640..fa57100e1 100644
--- a/src/modules/hip/hip_tensor_color_augmentations.hpp
+++ b/src/modules/hip/hip_tensor_color_augmentations.hpp
@@ -31,5 +31,6 @@ THE 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 b5b6f66df..4e88fe107 100644
--- a/src/modules/rppt_tensor_color_augmentations.cpp
+++ b/src/modules/rppt_tensor_color_augmentations.cpp
@@ -409,7 +409,7 @@ 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);
@@ -669,6 +669,72 @@ 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 ***********************************************/
/********************************************************************************************************************/
@@ -885,7 +951,7 @@ 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;
@@ -956,7 +1022,7 @@ 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;
@@ -1202,4 +1268,71 @@ 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 af989907d..1492561b7 100644
--- a/utilities/test_suite/HIP/Tensor_hip.cpp
+++ b/utilities/test_suite/HIP/Tensor_hip.cpp
@@ -102,7 +102,7 @@ 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;
@@ -825,6 +825,22 @@ 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 a92e0165c..8018095c4 100644
--- a/utilities/test_suite/HIP/runTests.py
+++ b/utilities/test_suite/HIP/runTests.py
@@ -149,7 +149,7 @@ 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"
@@ -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', '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 d53e286b1..69b1581c7 100644
--- a/utilities/test_suite/HOST/Tensor_host.cpp
+++ b/utilities/test_suite/HOST/Tensor_host.cpp
@@ -100,7 +100,7 @@ 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;
@@ -816,6 +816,23 @@ 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 b8ebbc6b9..71eaf6292 100644
--- a/utilities/test_suite/HOST/runTests.py
+++ b/utilities/test_suite/HOST/runTests.py
@@ -109,7 +109,7 @@ 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"
@@ -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', '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 support
if qaMode and testType == 0:
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor.bin
new file mode 100644
index 000000000..696f0daa5
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PKD3.csv
new file mode 100644
index 000000000..faae8c1e8
--- /dev/null
+++ b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PKD3.csv
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PLN3.csv
new file mode 100644
index 000000000..d07b4ce77
--- /dev/null
+++ b/utilities/test_suite/REFERENCE_OUTPUT/color_temperature/color_temperature_u8_Tensor_PLN3.csv
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h
index e982daa2f..882babc40 100644
--- a/utilities/test_suite/rpp_test_suite_common.h
+++ b/utilities/test_suite/rpp_test_suite_common.h
@@ -84,6 +84,7 @@ std::map augmentationMap =
{37, "crop"},
{38, "crop_mirror_normalize"},
{39, "resize_crop_mirror"},
+ {45, "color_temperature"},
{49, "box_filter"},
{54, "gaussian_filter"},
{63, "phase"},