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 <sampath.rachumallu@multicorewareinc.com> Co-authored-by: HazarathKumarM <hazarathkumar@multicorewareinc.com> * 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 <snehaa@multicorewareinc.com> Co-authored-by: sampath1117 <sampath.rachumallu@multicorewareinc.com> Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: HazarathKumarM <hazarathkumar@multicorewareinc.com> Co-authored-by: Kiriti Gowda <kiritigowda@gmail.com> * 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](ROCm/rocm-docs-core@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] <support@github.com> 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 <sampath.rachumallu@multicorewareinc.com> * 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] <support@github.com> Co-authored-by: Snehaa Giridharan <snehaa@multicorewareinc.com> Co-authored-by: HazarathKumarM <hazarathkumar@multicorewareinc.com> Co-authored-by: sampath1117 <sampath.rachumallu@multicorewareinc.com> Co-authored-by: Kiriti Gowda <kiritigowda@gmail.com> Co-authored-by: Snehaa-Giridharan <118163708+snehaa8@users.noreply.github.com> Co-authored-by: Lisa <lisajdelaney@gmail.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
r-abishek · Dec 22, 2023 · ebbbe89 · ebbbe89
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diff --git a/include/rppt_tensor_audio_augmentations.h b/include/rppt_tensor_audio_augmentations.h
@@ -60,6 +60,23 @@ extern "C" {
  */
 RppStatus rppt_non_silent_region_detection_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, Rpp32s *srcLengthTensor, Rpp32f *detectedIndexTensor, Rpp32f *detectionLengthTensor, Rpp32f cutOffDB, Rpp32s windowLength, Rpp32f referencePower, Rpp32s resetInterval, rppHandle_t rppHandle);
 
+/*! \brief To Decibels augmentation on HOST backend
+ * \details To Decibels augmentation for 1D audio buffer converts magnitude values to decibel values
+ * \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] srcDims source tensor sizes for each element in batch (2D tensor in HOST memory, of size batchSize * 2)
+ * \param[in] cutOffDB  minimum or cut-off ratio in dB
+ * \param[in] multiplier factor by which the logarithm is multiplied
+ * \param[in] referenceMagnitude Reference magnitude if not provided maximum value of input used as reference
+ * \param[in] rppHandle RPP HOST handle created with <tt>\ref rppCreateWithBatchSize()</tt>
+ * \return A <tt> \ref RppStatus</tt> enumeration.
+ * \retval RPP_SUCCESS Successful completion.
+ * \retval RPP_ERROR* Unsuccessful completion.
+ */
+RppStatus rppt_to_decibels_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptImagePatchPtr srcDims, Rpp32f cutOffDB, Rpp32f multiplier, Rpp32f referenceMagnitude, rppHandle_t rppHandle);
+
 #ifdef __cplusplus
 }
 #endif

diff --git a/src/modules/cpu/host_tensor_audio_augmentations.hpp b/src/modules/cpu/host_tensor_audio_augmentations.hpp
@@ -21,5 +21,6 @@ THE SOFTWARE.
 #define HOST_TENSOR_AUDIO_AUGMENTATIONS_HPP
 
 #include "kernel/non_silent_region_detection.hpp"
+#include "kernel/to_decibels.hpp"
 
 #endif // HOST_TENSOR_AUDIO_AUGMENTATIONS_HPP
diff --git a/src/modules/cpu/kernel/to_decibels.hpp b/src/modules/cpu/kernel/to_decibels.hpp
@@ -0,0 +1,98 @@
+/*
+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.
+*/
+
+#include "rppdefs.h"
+#include <omp.h>
+
+RppStatus to_decibels_host_tensor(Rpp32f *srcPtr,
+                                  RpptDescPtr srcDescPtr,
+                                  Rpp32f *dstPtr,
+                                  RpptDescPtr dstDescPtr,
+                                  RpptImagePatchPtr srcDims,
+                                  Rpp32f cutOffDB,
+                                  Rpp32f multiplier,
+                                  Rpp32f referenceMagnitude,
+                                  rpp::Handle& handle)
+{
+    Rpp32u numThreads = handle.GetNumThreads();
+
+    // Calculate the intermediate values needed for DB conversion
+    Rpp32f minRatio = std::pow(10, cutOffDB / multiplier);
+    if(minRatio == 0.0f)
+        minRatio = std::nextafter(0.0f, 1.0f);
+
+    const Rpp32f log10Factor = 0.3010299956639812;      //1 / std::log(10);
+    multiplier *= log10Factor;
+
+    omp_set_dynamic(0);
+#pragma omp parallel for num_threads(numThreads)
+    for(int batchCount = 0; batchCount < srcDescPtr->n; batchCount++)
+    {
+        Rpp32f *srcPtrCurrent = srcPtr + batchCount * srcDescPtr->strides.nStride;
+        Rpp32f *dstPtrCurrent = dstPtr + batchCount * dstDescPtr->strides.nStride;
+
+        Rpp32u height = srcDims[batchCount].height;
+        Rpp32u width = srcDims[batchCount].width;
+        Rpp32f refMag = referenceMagnitude;
+
+        // Compute maximum value in the input buffer
+        if(!referenceMagnitude)
+        {
+            refMag = -std::numeric_limits<Rpp32f>::max();
+            Rpp32f *srcPtrTemp = srcPtrCurrent;
+            if(width == 1)
+                refMag = std::max(refMag, *(std::max_element(srcPtrTemp, srcPtrTemp + height)));
+            else
+            {
+                for(int i = 0; i < height; i++)
+                {
+                    refMag = std::max(refMag, *(std::max_element(srcPtrTemp, srcPtrTemp + width)));
+                    srcPtrTemp += srcDescPtr->strides.hStride;
+                }
+            }
+        }
+
+        Rpp32f invReferenceMagnitude = (refMag) ? (1.f / refMag) : 1.0f;
+        // Interpret as 1D array
+        if(width == 1)
+        {
+            for(Rpp32s vectorLoopCount = 0; vectorLoopCount < height; vectorLoopCount++)
+                *dstPtrCurrent++ = multiplier * std::log2(std::max(minRatio, (*srcPtrCurrent++) * invReferenceMagnitude));
+        }
+        else
+        {
+            for(int i = 0; i < height; i++)
+            {
+                Rpp32f *srcPtrRow, *dstPtrRow;
+                srcPtrRow = srcPtrCurrent;
+                dstPtrRow = dstPtrCurrent;
+                for(Rpp32s vectorLoopCount = 0; vectorLoopCount < width; vectorLoopCount++)
+                    *dstPtrRow++ = multiplier * std::log2(std::max(minRatio, (*srcPtrRow++) * invReferenceMagnitude));
+
+                srcPtrCurrent += srcDescPtr->strides.hStride;
+                dstPtrCurrent += dstDescPtr->strides.hStride;
+            }
+        }
+    }
+
+    return RPP_SUCCESS;
+}
diff --git a/src/modules/rppt_tensor_audio_augmentations.cpp b/src/modules/rppt_tensor_audio_augmentations.cpp
@@ -60,3 +60,37 @@ RppStatus rppt_non_silent_region_detection_host(RppPtr_t srcPtr,
 
     return RPP_SUCCESS;
 }
+
+/******************** to_decibels ********************/
+
+RppStatus rppt_to_decibels_host(RppPtr_t srcPtr,
+                                RpptDescPtr srcDescPtr,
+                                RppPtr_t dstPtr,
+                                RpptDescPtr dstDescPtr,
+                                RpptImagePatchPtr srcDims,
+                                Rpp32f cutOffDB,
+                                Rpp32f multiplier,
+                                Rpp32f referenceMagnitude,
+                                rppHandle_t rppHandle)
+{
+    if (multiplier == 0)
+        return RPP_ERROR_ZERO_DIVISION;
+    if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32))
+    {
+        to_decibels_host_tensor(static_cast<Rpp32f*>(srcPtr),
+                                srcDescPtr,
+                                static_cast<Rpp32f*>(dstPtr),
+                                dstDescPtr,
+                                srcDims,
+                                cutOffDB,
+                                multiplier,
+                                referenceMagnitude,
+                                rpp::deref(rppHandle));
+
+        return RPP_SUCCESS;
+    }
+    else
+    {
+        return RPP_ERROR_INVALID_SRC_OR_DST_DATATYPE;
+    }
+}
diff --git a/utilities/test_suite/CMakeLists.txt b/utilities/test_suite/CMakeLists.txt
@@ -115,4 +115,4 @@ if(Python3_FOUND)
 
 else()
   message("-- ${Yellow}Test Warning: Python3 must be installed to run RPP test_suite successfully!${ColourReset}")
-endif(Python3_FOUND)
+endif(Python3_FOUND)
diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp
@@ -320,6 +320,18 @@ 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/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp
@@ -318,6 +318,18 @@ 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_host_audio.cpp b/utilities/test_suite/HOST/Tensor_host_audio.cpp
@@ -92,10 +92,6 @@ int main(int argc, char **argv)
         noOfAudioFiles = audioNames.size();
     }
 
-    // initialize the buffers for audio length and channels
-    Rpp32s *srcLengthTensor = (Rpp32s *) calloc(batchSize, sizeof(Rpp32s));
-    Rpp32s *channelsTensor = (Rpp32s *) calloc(batchSize, sizeof(Rpp32s));
-
     // find max audio dimensions in the input dataset
     maxSrcHeight = 1;
     maxDstHeight = 1;
@@ -114,10 +110,18 @@ int main(int argc, char **argv)
     iBufferSize = (Rpp64u)srcDescPtr->h * (Rpp64u)srcDescPtr->w * (Rpp64u)srcDescPtr->c * (Rpp64u)srcDescPtr->n;
     oBufferSize = (Rpp64u)dstDescPtr->h * (Rpp64u)dstDescPtr->w * (Rpp64u)dstDescPtr->c * (Rpp64u)dstDescPtr->n;
 
-    // initialize host buffers for input & output
+    // allocate host buffers for input & output
     Rpp32f *inputf32 = (Rpp32f *)calloc(iBufferSize, sizeof(Rpp32f));
     Rpp32f *outputf32 = (Rpp32f *)calloc(oBufferSize, sizeof(Rpp32f));
 
+    // allocate the buffers for audio length and channels
+    Rpp32s *srcLengthTensor = (Rpp32s *) calloc(batchSize, sizeof(Rpp32s));
+    Rpp32s *channelsTensor = (Rpp32s *) calloc(batchSize, sizeof(Rpp32s));
+
+    // allocate the buffers for src/dst dimensions for each element in batch
+    RpptImagePatch *srcDims = (RpptImagePatch *) calloc(batchSize, sizeof(RpptImagePatch));
+    RpptImagePatch *dstDims = (RpptImagePatch *) calloc(batchSize, sizeof(RpptImagePatch));
+
     // run case-wise RPP API and measure time
     rppHandle_t handle;
     rppCreateWithBatchSize(&handle, srcDescPtr->n, 3);
@@ -155,6 +159,24 @@ int main(int argc, char **argv)
 
                     break;
                 }
+                case 1:
+                {
+                    testCaseName = "to_decibels";
+                    Rpp32f cutOffDB = std::log(1e-20);
+                    Rpp32f multiplier = std::log(10);
+                    Rpp32f referenceMagnitude = 1.0f;
+
+                    for (int i = 0; i < batchSize; i++)
+                    {
+                        srcDims[i].height = dstDims[i].height = srcLengthTensor[i];
+                        srcDims[i].width = dstDims[i].width = 1;
+                    }
+
+                    startWallTime = omp_get_wtime();
+                    rppt_to_decibels_host(inputf32, srcDescPtr, outputf32, dstDescPtr, srcDims, cutOffDB, multiplier, referenceMagnitude, handle);
+
+                    break;
+                }
                 default:
                 {
                     missingFuncFlag = 1;
@@ -173,6 +195,29 @@ int main(int argc, char **argv)
             maxWallTime = std::max(maxWallTime, wallTime);
             minWallTime = std::min(minWallTime, wallTime);
             avgWallTime += wallTime;
+
+            // QA mode - verify outputs with golden outputs. Below code doesn’t run for performance tests
+            if (testType == 0)
+            {
+                /* Run only if testCase is not 0
+                For testCase 0 verify_non_silent_region_detection function is used for QA testing */
+                if (testCase != 0)
+                    verify_output(outputf32, dstDescPtr, dstDims, testCaseName, dst);
+
+                /* Dump the outputs to csv files for debugging
+                Runs only if
+                1. DEBUG_MODE is enabled
+                2. Current iteration is 1st iteration
+                3. Test case is not 0 */
+                if (DEBUG_MODE && iterCount == 0 && testCase != 0)
+                {
+                    std::ofstream refFile;
+                    refFile.open(func + ".csv");
+                    for (int i = 0; i < oBufferSize; i++)
+                        refFile << *(outputf32 + i) << "\n";
+                    refFile.close();
+                }
+            }
         }
     }
     rppDestroyHost(handle);
@@ -193,6 +238,8 @@ int main(int argc, char **argv)
     // free memory
     free(srcLengthTensor);
     free(channelsTensor);
+    free(srcDims);
+    free(dstDims);
     free(inputf32);
     free(outputf32);
     return 0;

diff --git a/utilities/test_suite/HOST/runAudioTests.py b/utilities/test_suite/HOST/runAudioTests.py
@@ -31,7 +31,7 @@
 scriptPath = os.path.dirname(os.path.realpath(__file__))
 inFilePath = scriptPath + "/../TEST_AUDIO_FILES/three_samples_single_channel_src1"
 caseMin = 0
-caseMax = 0
+caseMax = 1
 
 # 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):
@@ -121,13 +121,13 @@ def run_performance_test(loggingFolder, srcPath, case, numRuns, testType, batchS
 def rpp_test_suite_parser_and_validator():
     parser = argparse.ArgumentParser()
     parser.add_argument("--input_path", type = str, default = inFilePath, help = "Path to the input folder")
-    parser.add_argument("--case_start", type = int, default = caseMin, help = "Testing range starting case # - (0:0)")
-    parser.add_argument("--case_end", type = int, default = caseMax, help = "Testing range ending case # - (0:0)")
+    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 end case # - Range must be in [" + str(caseMin) + ":" + str(caseMax) + "]")
     parser.add_argument('--test_type', type = int, default = 0, help = "Type of Test - (0 = QA tests / 1 = Performance tests)")
     parser.add_argument('--qa_mode', type = int, default = 0, help = "Run with qa_mode? Output audio data from tests will be compared with golden outputs - (0 / 1)", required = False)
     parser.add_argument('--case_list', nargs = "+", help = "List of case numbers to test", required = False)
     parser.add_argument('--num_runs', type = int, default = 1, help = "Specifies the number of runs for running the performance tests")
-    parser.add_argument('--preserve_output', type = int, default = 1, help = "preserves the output of the program - (0 = override output / 1 = preserve output )" )
+    parser.add_argument('--preserve_output', type = int, default = 1, help = "preserves the output of the program - (0 = override output / 1 = preserve output )")
     parser.add_argument('--batch_size', type = int, default = 1, help = "Specifies the batch size to use for running tests. Default is 1.")
     args = parser.parse_args()
 
@@ -234,7 +234,7 @@ def rpp_test_suite_parser_and_validator():
         run_performance_test(loggingFolder, srcPath, case, numRuns, testType, batchSize, outFilePath)
 
 # print the results of qa tests
-supportedCaseList = ['0']
+supportedCaseList = ['0', '1']
 nonQACaseList = [] # Add cases present in supportedCaseList, but without QA support
 
 if testType == 0:
@@ -259,7 +259,7 @@ 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-------------------------------------------------------------------")
+        print("\n-------------------------------------------------------------------" + resultsInfo + "\n\n-------------------------------------------------------------------")
 
 # Performance tests
 if (testType == 1):

diff --git a/...UTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_237-126133-0020.txt b/...UTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_237-126133-0020.txt
diff --git a/...PUTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_2830-3979-0005.txt b/...PUTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_2830-3979-0005.txt
diff --git a/...UTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_6829-68769-0045.txt b/...UTS_AUDIO/non_silent_region_detection/non_silent_region_detection_ref_6829-68769-0045.txt
diff --git a/utilities/test_suite/REFERENCE_OUTPUTS_AUDIO/to_decibels/to_decibels.bin b/utilities/test_suite/REFERENCE_OUTPUTS_AUDIO/to_decibels/to_decibels.bin