From aa1af8306bc7e0cd7b007dafb0f42caf599e2202 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 19 Aug 2024 04:16:23 +0000 Subject: [PATCH 01/22] Add Intial u8 implementation for Rain --- include/rppt_tensor_effects_augmentations.h | 2 + .../cpu/host_tensor_effects_augmentations.hpp | 1 + src/modules/cpu/kernel/rain.hpp | 270 ++++++++++++++++++ .../rppt_tensor_effects_augmentations.cpp | 35 +++ utilities/test_suite/HOST/Tensor_host.cpp | 37 +++ utilities/test_suite/HOST/runTests.py | 2 +- utilities/test_suite/rpp_test_suite_common.h | 1 + 7 files changed, 347 insertions(+), 1 deletion(-) create mode 100644 src/modules/cpu/kernel/rain.hpp diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index a4c2b41ba..f3eb45bd2 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -647,6 +647,8 @@ RppStatus rppt_glitch_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dst RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptChannelOffsets *rgbOffsets, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT +RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32f transparency, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); + /*! @} */ diff --git a/src/modules/cpu/host_tensor_effects_augmentations.hpp b/src/modules/cpu/host_tensor_effects_augmentations.hpp index ce7450aab..df9e95d28 100644 --- a/src/modules/cpu/host_tensor_effects_augmentations.hpp +++ b/src/modules/cpu/host_tensor_effects_augmentations.hpp @@ -37,5 +37,6 @@ SOFTWARE. #include "kernel/ricap.hpp" #include "kernel/vignette.hpp" #include "kernel/erase.hpp" +#include "kernel/rain.hpp" #endif // HOST_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp new file mode 100644 index 000000000..653045071 --- /dev/null +++ b/src/modules/cpu/kernel/rain.hpp @@ -0,0 +1,270 @@ +#include "rppdefs.h" +#include "rpp_cpu_simd.hpp" +#include "rpp_cpu_common.hpp" +#include +#include + +RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8u *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32f alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + float rainPercent = rainPercentage * 0.004f; + int numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); + std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp8u)); + int slant = 7; + + std::cout<<"\n numDrops "<h << " " << srcDescPtr->w; + + for (int i = 0; i < numDrops; i++) + { + int xStart = rand() % (srcDescPtr->w - std::abs(slant)); + int yStart = rand() % (srcDescPtr->h - rainHeight); + for (int j = 0; j < rainHeight; j++)// height - drop length + { + Rpp32u x = xStart + j * slant / rainHeight; + Rpp32u y = yStart + j; + + if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) + { + Rpp32s loc = y * srcDescPtr->strides.hStride + x * layoutParams.bufferMultiplier; + Rpp8u *rainLayerTemp = rainLayer + loc; + + for (int k = 0; k < rainWidth; k++) // + { + int idx = k * layoutParams.bufferMultiplier; + *(rainLayerTemp + idx) = 200; + if (layoutParams.bufferMultiplier > 1) + { + *(rainLayerTemp + idx + srcDescPtr->strides.cStride) = 200; + *(rainLayerTemp + idx + 2 * srcDescPtr->strides.cStride) = 200; + } + } + } + } + } + + 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 *srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + Rpp8u *dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + Rpp8u *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMul = _mm256_set1_ps(alpha); + + // Blend 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + 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; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment + p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment + p1[2] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[2]), _mm256_mul_ps(pMul, p2[2])); // alpha-blending adjustment + p1[3] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[3]), _mm256_mul_ps(pMul, p2[3])); // alpha-blending adjustment + p1[4] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[4]), _mm256_mul_ps(pMul, p2[4])); // alpha-blending adjustment + p1[5] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[5]), _mm256_mul_ps(pMul, p2[5])); // alpha-blending adjustment + + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + + srcPtr1Temp += 48; + srcPtr2Temp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR = static_cast((srcPtr1Temp[0] * (1 - alpha) + srcPtr2Temp[0] * alpha)); + *dstPtrTempG = static_cast((srcPtr1Temp[1] * (1 - alpha) + srcPtr2Temp[1] * alpha)); + *dstPtrTempB = static_cast((srcPtr1Temp[2] * (1 - alpha) + srcPtr2Temp[2] * alpha));; + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + dstPtrTempR++; + dstPtrTempG++; + dstPtrTempB++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Blend 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = rainLayer; + 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; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment + p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment + p1[2] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[2]), _mm256_mul_ps(pMul, p2[2])); // alpha-blending adjustment + p1[3] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[3]), _mm256_mul_ps(pMul, p2[3])); // alpha-blending adjustment + p1[4] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[4]), _mm256_mul_ps(pMul, p2[4])); // alpha-blending adjustment + p1[5] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[5]), _mm256_mul_ps(pMul, p2[5])); // alpha-blending adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += 16; + srcPtr1TempG += 16; + srcPtr1TempB += 16; + srcPtr2TempR += 16; + srcPtr2TempG += 16; + srcPtr2TempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = static_cast((*srcPtr1TempR * (1 - alpha) + *srcPtr2TempR * alpha)); + dstPtrTemp[1] = static_cast((*srcPtr1TempG * (1 - alpha) + *srcPtr2TempG * alpha)); + dstPtrTemp[2] = static_cast((*srcPtr1TempB * (1 - alpha) + *srcPtr2TempB * alpha)); + + srcPtr1TempR++; + srcPtr2TempR++; + srcPtr1TempG++; + srcPtr2TempG++; + srcPtr1TempB++; + 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; + } + } + + // Blend without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { + Rpp32u alignedLength = bufferLength & ~15; + + for(int c = 0; c < layoutParams.channelParam; c++) + { + Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(int i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + int vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment + p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment + rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp +=16; + srcPtr2Temp +=16; + dstPtrTemp +=16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast((*srcPtr1Temp * (1 - alpha) + *srcPtr2Temp * alpha)); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + return RPP_SUCCESS; +} \ No newline at end of file diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 8fc2d00ee..0febcb605 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -1004,6 +1004,41 @@ RppStatus rppt_jitter_host(RppPtr_t srcPtr, return RPP_SUCCESS; } +/******************** rain ********************/ + +RppStatus rppt_rain_host(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32f transparency, + 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)) + { + rain_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + transparency, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +} + /********************************************************************************************************************/ /*********************************************** RPP_GPU_SUPPORT = ON ***********************************************/ /********************************************************************************************************************/ diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index bb1312a5e..8dd3b3539 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -611,6 +611,43 @@ int main(int argc, char **argv) break; } + case 11: + { + testCaseName = "rain"; + + // Rpp32f rainPercentage[batchSize]; + // Rpp32u rainHeight[batchSize]; + // Rpp32u rainWidth[batchSize]; + // Rpp32f transparency[batchSize]; + // for(int i = 0; i < batchSize; i++) + // { + // rainPercentage[i] = 1; + // rainHeight[i] = 30; + // rainWidth[i] = 1; + // transparency[i] = 0.5; + // } + Rpp32f rainPercentage = 7; + Rpp32u rainHeight = 6; + Rpp32u rainWidth = 1; + Rpp32f transparency = 0.4; + // rainPercentage[0] = 7; + // rainPercentage[1] = 6; + // rainPercentage[2] = 5; + // rainPercentage[3] = 1; + // rainHeight[0] = 6; + // rainHeight[1] = 8; + // rainHeight[2] = 8; + // rainHeight[3] = 40; + + startWallTime = omp_get_wtime(); + startCpuTime = clock(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_rain_host(input, srcDescPtr, output, dstDescPtr, rainPercentage, rainWidth, rainHeight, transparency, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 13: { testCaseName = "exposure"; diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index 7386b364b..1b141b656 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -261,7 +261,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.call(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '4', '6', '8', '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] +supportedCaseList = ['0', '1', '2', '4', '6', '8', '11', '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] print("\n\n\n\n\n") print("##########################################################################################") diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h index eddf78702..38dc150e2 100644 --- a/utilities/test_suite/rpp_test_suite_common.h +++ b/utilities/test_suite/rpp_test_suite_common.h @@ -77,6 +77,7 @@ std::map augmentationMap = {4, "contrast"}, {6, "jitter"}, {8, "noise"}, + {11, "rain"}, {13, "exposure"}, {20, "flip"}, {21, "resize"}, From 085e24387130174ed42625706a471fdde5755908 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Tue, 20 Aug 2024 03:59:58 +0000 Subject: [PATCH 02/22] Add I8 implementation and Changes based on the Review comments --- include/rppt_tensor_effects_augmentations.h | 2 +- src/modules/cpu/kernel/rain.hpp | 345 +++++++++++++++--- .../rppt_tensor_effects_augmentations.cpp | 60 +-- utilities/test_suite/HOST/Tensor_host.cpp | 26 +- 4 files changed, 347 insertions(+), 86 deletions(-) diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index f3eb45bd2..626568b42 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -647,7 +647,7 @@ RppStatus rppt_glitch_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dst RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptChannelOffsets *rgbOffsets, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT -RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32f transparency, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); /*! @} */ diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 653045071..e9c10e484 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -11,7 +11,8 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32f alpha, + Rpp32s slant, + Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, RppLayoutParams layoutParams, @@ -20,20 +21,17 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; Rpp32u numThreads = handle.GetNumThreads(); - float rainPercent = rainPercentage * 0.004f; - int numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); std::srand(std::time(0)); Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp8u)); - int slant = 7; - std::cout<<"\n numDrops "<h << " " << srcDescPtr->w; - - for (int i = 0; i < numDrops; i++) + for (Rpp32u i = 0; i < numDrops; i++) { - int xStart = rand() % (srcDescPtr->w - std::abs(slant)); - int yStart = rand() % (srcDescPtr->h - rainHeight); - for (int j = 0; j < rainHeight; j++)// height - drop length + Rpp32u xStart = rand() % (srcDescPtr->w - slant); + Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); + for (Rpp32u j = 0; j < rainHeight; j++)// height - drop length { Rpp32u x = xStart + j * slant / rainHeight; Rpp32u y = yStart + j; @@ -43,9 +41,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp32s loc = y * srcDescPtr->strides.hStride + x * layoutParams.bufferMultiplier; Rpp8u *rainLayerTemp = rainLayer + loc; - for (int k = 0; k < rainWidth; k++) // + for (Rpp32u k = 0; k < rainWidth; k++) // { - int idx = k * layoutParams.bufferMultiplier; + Rpp32u idx = k * layoutParams.bufferMultiplier; *(rainLayerTemp + idx) = 200; if (layoutParams.bufferMultiplier > 1) { @@ -59,7 +57,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) - for (int batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + for (Rpp32u batchCount = 0; batchCount < dstDescPtr->n; batchCount++) { RpptROI roi; RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; @@ -73,7 +71,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); dstPtrChannel = dstPtrImage; - __m256 pMul = _mm256_set1_ps(alpha); + __m256 pMul = _mm256_set1_ps(alpha[batchCount]); // Blend with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -87,7 +85,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; - for(int i = 0; i < roi.xywhROI.roiHeight; i++) + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; srcPtr1Temp = srcPtr1Row; @@ -96,22 +94,21 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTempG = dstPtrRowG; dstPtrTempB = dstPtrRowB; - int vectorLoopCount = 0; + Rpp32u vectorLoopCount = 0; for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment - p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment - p1[2] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[2]), _mm256_mul_ps(pMul, p2[2])); // alpha-blending adjustment - p1[3] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[3]), _mm256_mul_ps(pMul, p2[3])); // alpha-blending adjustment - p1[4] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[4]), _mm256_mul_ps(pMul, p2[4])); // alpha-blending adjustment - p1[5] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[5]), _mm256_mul_ps(pMul, p2[5])); // alpha-blending adjustment + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores - srcPtr1Temp += 48; srcPtr2Temp += 48; dstPtrTempR += 16; @@ -120,9 +117,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR = static_cast((srcPtr1Temp[0] * (1 - alpha) + srcPtr2Temp[0] * alpha)); - *dstPtrTempG = static_cast((srcPtr1Temp[1] * (1 - alpha) + srcPtr2Temp[1] * alpha)); - *dstPtrTempB = static_cast((srcPtr1Temp[2] * (1 - alpha) + srcPtr2Temp[2] * alpha));; + *dstPtrTempR = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); + *dstPtrTempG = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); + *dstPtrTempB = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); srcPtr1Temp += 3; srcPtr2Temp += 3; @@ -153,7 +150,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; dstPtrRow = dstPtrChannel; - for(int i = 0; i < roi.xywhROI.roiHeight; i++) + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; srcPtr1TempR = srcPtr1RowR; @@ -164,19 +161,19 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2TempB = srcPtr2RowB; dstPtrTemp = dstPtrRow; - int vectorLoopCount = 0; + Rpp32u vectorLoopCount = 0; for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment - p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment - p1[2] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[2]), _mm256_mul_ps(pMul, p2[2])); // alpha-blending adjustment - p1[3] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[3]), _mm256_mul_ps(pMul, p2[3])); // alpha-blending adjustment - p1[4] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[4]), _mm256_mul_ps(pMul, p2[4])); // alpha-blending adjustment - p1[5] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[5]), _mm256_mul_ps(pMul, p2[5])); // alpha-blending adjustment + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += 16; @@ -189,9 +186,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast((*srcPtr1TempR * (1 - alpha) + *srcPtr2TempR * alpha)); - dstPtrTemp[1] = static_cast((*srcPtr1TempG * (1 - alpha) + *srcPtr2TempG * alpha)); - dstPtrTemp[2] = static_cast((*srcPtr1TempB * (1 - alpha) + *srcPtr2TempB * alpha)); + dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); srcPtr1TempR++; srcPtr2TempR++; @@ -217,29 +214,29 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, { Rpp32u alignedLength = bufferLength & ~15; - for(int c = 0; c < layoutParams.channelParam; c++) + for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(int i = 0; i < roi.xywhROI.roiHeight; i++) + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - int vectorLoopCount = 0; + Rpp32u vectorLoopCount = 0; for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { __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_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[0]), _mm256_mul_ps(pMul, p2[0])); // alpha-blending adjustment - p1[1] = _mm256_add_ps(_mm256_mul_ps(_mm256_sub_ps(avx_p1, pMul), p1[1]), _mm256_mul_ps(pMul, p2[1])); // alpha-blending adjustment + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p1); // simd stores srcPtr1Temp +=16; @@ -248,7 +245,269 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - *dstPtrTemp = static_cast((*srcPtr1Temp * (1 - alpha) + *srcPtr2Temp * alpha)); + *dstPtrTemp = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + return RPP_SUCCESS; +} + +RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, + RpptDescPtr srcDescPtr, + Rpp8s *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32s slant, + Rpp32f *alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); + std::memset(rainLayer, 0x81, srcDescPtr->strides.nStride * sizeof(Rpp8s)); + + for (Rpp32u i = 0; i < numDrops; i++) + { + Rpp32u xStart = rand() % (srcDescPtr->w - slant); + Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); + for (Rpp32u j = 0; j < rainHeight; j++)// height - drop length + { + Rpp32u x = xStart + j * slant / rainHeight; + Rpp32u y = yStart + j; + + if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) + { + Rpp32s loc = y * srcDescPtr->strides.hStride + x * layoutParams.bufferMultiplier; + Rpp8s *rainLayerTemp = rainLayer + loc; + + for (Rpp32u k = 0; k < rainWidth; k++) + { + Rpp32u idx = k * layoutParams.bufferMultiplier; + *(rainLayerTemp + idx) = 72; + if (layoutParams.bufferMultiplier > 1) + { + *(rainLayerTemp + idx + srcDescPtr->strides.cStride) = 72; + *(rainLayerTemp + idx + 2 * srcDescPtr->strides.cStride) = 72; + } + } + } + } + } + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for (Rpp32u batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp8s *srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + Rpp8s *dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + Rpp8s *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + + // Blend 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1Temp += 48; + srcPtr2Temp += 48; + dstPtrTempR += 16; + dstPtrTempG += 16; + dstPtrTempB += 16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); + *dstPtrTempG = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); + *dstPtrTempB = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + dstPtrTempR++; + dstPtrTempG++; + dstPtrTempB++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + + // Blend 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = rainLayer; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(Rpp32u 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; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += 16; + srcPtr1TempG += 16; + srcPtr1TempB += 16; + srcPtr2TempR += 16; + srcPtr2TempG += 16; + srcPtr2TempB += 16; + dstPtrTemp += 48; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); + + srcPtr1TempR++; + srcPtr2TempR++; + srcPtr1TempG++; + srcPtr2TempG++; + srcPtr1TempB++; + 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; + } + } + + // Blend without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) + else + { + Rpp32u alignedLength = bufferLength & ~15; + + for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + { + Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + { + __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + rpp_simd_store(rpp_store16_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp +=16; + srcPtr2Temp +=16; + dstPtrTemp +=16; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); srcPtr1Temp++; srcPtr2Temp++; diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 0febcb605..acd74ac02 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -1007,33 +1007,51 @@ RppStatus rppt_jitter_host(RppPtr_t srcPtr, /******************** rain ********************/ RppStatus rppt_rain_host(RppPtr_t srcPtr, - RpptDescPtr srcDescPtr, - RppPtr_t dstPtr, - RpptDescPtr dstDescPtr, - Rpp32f rainPercentage, - Rpp32u rainWidth, - Rpp32u rainHeight, - Rpp32f transparency, - RpptROIPtr roiTensorPtrSrc, - RpptRoiType roiType, - rppHandle_t rppHandle) + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32u slant, + Rpp32f *alpha, + 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)) { rain_u8_u8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, - srcDescPtr, - static_cast(dstPtr) + dstDescPtr->offsetInBytes, - dstDescPtr, - rainPercentage, - rainWidth, - rainHeight, - transparency, - roiTensorPtrSrc, - roiType, - layoutParams, - rpp::deref(rppHandle)); + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + rain_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); } return RPP_SUCCESS; diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index 8dd3b3539..f77c4edac 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -615,34 +615,18 @@ int main(int argc, char **argv) { testCaseName = "rain"; - // Rpp32f rainPercentage[batchSize]; - // Rpp32u rainHeight[batchSize]; - // Rpp32u rainWidth[batchSize]; - // Rpp32f transparency[batchSize]; - // for(int i = 0; i < batchSize; i++) - // { - // rainPercentage[i] = 1; - // rainHeight[i] = 30; - // rainWidth[i] = 1; - // transparency[i] = 0.5; - // } Rpp32f rainPercentage = 7; Rpp32u rainHeight = 6; Rpp32u rainWidth = 1; - Rpp32f transparency = 0.4; - // rainPercentage[0] = 7; - // rainPercentage[1] = 6; - // rainPercentage[2] = 5; - // rainPercentage[3] = 1; - // rainHeight[0] = 6; - // rainHeight[1] = 8; - // rainHeight[2] = 8; - // rainHeight[3] = 40; + Rpp32s slant = 4; + Rpp32f alpha[batchSize]; + for(int i = 0; i < batchSize; i++) + alpha[i] = 0.4; startWallTime = omp_get_wtime(); startCpuTime = clock(); if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) - rppt_rain_host(input, srcDescPtr, output, dstDescPtr, rainPercentage, rainWidth, rainHeight, transparency, roiTensorPtrSrc, roiTypeSrc, handle); + rppt_rain_host(input, srcDescPtr, output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slant, alpha, roiTensorPtrSrc, roiTypeSrc, handle); else missingFuncFlag = 1; From 2558cfa3a9ee38c82626ccd3b77e6e5c47cbb45c Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Fri, 23 Aug 2024 02:25:45 +0000 Subject: [PATCH 03/22] Initial HIP implementation Add F32 and F16 Tensor Implementation --- include/rppt_tensor_effects_augmentations.h | 4 + src/include/cpu/rpp_cpu_simd.hpp | 97 ++ src/modules/cpu/kernel/rain.hpp | 829 ++++++++++++++++-- .../hip/hip_tensor_effects_augmentations.hpp | 1 + src/modules/hip/kernel/rain.hpp | 300 +++++++ .../rppt_tensor_effects_augmentations.cpp | 115 +++ 6 files changed, 1261 insertions(+), 85 deletions(-) create mode 100644 src/modules/hip/kernel/rain.hpp diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index 626568b42..0f37ca0c8 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -649,6 +649,10 @@ RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#ifdef GPU_SUPPORT +RppStatus rppt_rain_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, 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 b9e79c146..cb91e6278 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1406,6 +1406,18 @@ inline void rpp_load24_u8pkd3_to_f64pln3_avx(Rpp8u *srcPtr, __m256d *p) p[5] = _mm256_cvtepi32_pd(_mm_shuffle_epi8(px[1], xmm_pxMaskB)); /* Contains B04-07 */ } +inline void rpp_load32_u8_to_f32_avx(Rpp8u *srcPtr, __m256 *p) +{ + __m256i px = _mm256_loadu_si256((__m256i *)srcPtr); + __m128i px1 = _mm256_extractf128_si256(px, 0); + __m128i px2 = _mm256_extractf128_si256(px, 1); + + p[0] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask00To03), _mm_shuffle_epi8(px1, xmm_pxMask04To07))); // Contains pixels 01-08 + p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask08To11), _mm_shuffle_epi8(px1, xmm_pxMask12To15))); // Contains pixels 09-16 + p[2] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask00To03), _mm_shuffle_epi8(px2, xmm_pxMask04To07))); // Contains pixels 17-24 + p[3] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask08To11), _mm_shuffle_epi8(px2, xmm_pxMask12To15))); // Contains pixels 25-32 +} + inline void rpp_load16_u8_to_f32_avx(Rpp8u *srcPtr, __m256 *p) { __m128i px; @@ -1441,6 +1453,24 @@ inline void rpp_store16_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) _mm_storeu_si128((__m128i *)dstPtr, px[0]); } +inline void rpp_store32_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) +{ + __m256i pxCvt[4]; + __m128i px[4]; + pxCvt[0] = _mm256_cvtps_epi32(p[0]); // Convert floating-point to 32-bit integers for pixels 0-7 + pxCvt[1] = _mm256_cvtps_epi32(p[1]); // Convert floating-point to 32-bit integers for pixels 8-15 + pxCvt[2] = _mm256_cvtps_epi32(p[2]); // Convert floating-point to 32-bit integers for pixels 16-23 + pxCvt[3] = _mm256_cvtps_epi32(p[3]); // Convert floating-point to 32-bit integers for pixels 24-31 + px[0] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[0], 0), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ + px[1] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[1], 0), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ + px[2] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[2], 0), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ + px[3] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[3], 0), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ + px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ + px[2] = _mm_packus_epi16(px[2], px[2]); /* pack pixels 16-31 */ + __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); + _mm256_storeu_si256((__m256i *)dstPtr, packedPx); +} + inline void rpp_load8_u8_to_f64_avx(Rpp8u *srcPtr, __m256d *p) { __m128i px; @@ -1497,6 +1527,24 @@ inline void rpp_load24_f32pkd3_to_f32pln3_avx(Rpp32f *srcPtr, __m256 *p) p[2] = _mm256_setr_m128(p128[2], p128[6]); } +inline void rpp_load24_f16pkd3_to_f16pln3_avx(Rpp16f *srcPtr, __m256 *p) +{ + __m128 p128[8]; + p128[0] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr)))); + p128[1] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 3)))); + p128[2] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 6)))); + p128[3] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 9)))); + _MM_TRANSPOSE4_PS(p128[0], p128[1], p128[2], p128[3]); + p128[4] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 12)))); + p128[5] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 15)))); + p128[6] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 18)))); + p128[7] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr + 21)))); + _MM_TRANSPOSE4_PS(p128[4], p128[5], p128[6], p128[7]); + p[0] = _mm256_setr_m128(p128[0], p128[4]); + p[1] = _mm256_setr_m128(p128[1], p128[5]); + p[2] = _mm256_setr_m128(p128[2], p128[6]); +} + inline void rpp_load24_f32pkd3_to_f32pln3_mirror_avx(Rpp32f *srcPtr, __m256 *p) { __m128 p128[8]; @@ -1555,6 +1603,13 @@ inline void rpp_load24_f32pln3_to_f32pln3_avx(Rpp32f *srcPtrR, Rpp32f *srcPtrG, p[2] = _mm256_loadu_ps(srcPtrB); } +inline void rpp_load24_f16pln3_to_f16pln3_avx(Rpp16f *srcPtrR, Rpp16f *srcPtrG, Rpp16f *srcPtrB, __m256 *p) +{ + p[0] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtrR)))); + p[1] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtrG)))); + p[2] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtrB)))); +} + inline void rpp_load24_f32pln3_to_f32pln3_mirror_avx(Rpp32f *srcPtrR, Rpp32f *srcPtrG, Rpp32f *srcPtrB, __m256 *p) { __m256i pxMask = _mm256_setr_epi32(7, 6, 5, 4, 3, 2, 1, 0); @@ -1647,6 +1702,11 @@ inline void rpp_load8_f32_to_f32_avx(Rpp32f *srcPtr, __m256 *p) p[0] = _mm256_loadu_ps(srcPtr); } +inline void rpp_load8_f16_to_f16_avx(Rpp16f *srcPtr, __m256 *p) +{ + p[0] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr)))); +} + inline void rpp_load8_f32_to_f32_mirror_avx(Rpp32f *srcPtr, __m256 *p) { __m256i pxMask = _mm256_setr_epi32(7, 6, 5, 4, 3, 2, 1, 0); @@ -1660,6 +1720,12 @@ inline void rpp_store8_f32_to_f32_avx(Rpp32f *dstPtr, __m256 *p) _mm256_storeu_ps(dstPtr, p[0]); } +inline void rpp_store8_f16_to_f16_avx(Rpp16f *dstPtr, __m256 *p) +{ + __m128i px128 = _mm256_cvtps_ph(p[0], _MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC); + _mm_storeu_si128((__m128i *)dstPtr, px128); +} + inline void rpp_load8_f32_to_f64_avx(Rpp32f *srcPtr, __m256d *p) { __m128 px128[2]; @@ -1867,6 +1933,18 @@ inline void rpp_load16_i8_to_f32_avx(Rpp8s *srcPtr, __m256 *p) p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px, xmm_pxMask08To11), _mm_shuffle_epi8(px, xmm_pxMask12To15))); /* Contains pixels 09-16 */ } +inline void rpp_load32_i8_to_f32_avx(Rpp8s *srcPtr, __m256 *p) +{ + __m256i px = _mm256_add_epi8(avx_pxConvertI8, _mm256_loadu_si256((__m256i *)srcPtr)); /* add I8 conversion param to load */ + __m128i px1 = _mm256_extractf128_si256(px, 0); + __m128i px2 = _mm256_extractf128_si256(px, 1); + + p[0] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask00To03), _mm_shuffle_epi8(px1, xmm_pxMask04To07))); // Contains pixels 01-08 + p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask08To11), _mm_shuffle_epi8(px1, xmm_pxMask12To15))); // Contains pixels 09-16 + p[2] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask00To03), _mm_shuffle_epi8(px2, xmm_pxMask04To07))); // Contains pixels 17-24 + p[3] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask08To11), _mm_shuffle_epi8(px2, xmm_pxMask12To15))); // Contains pixels 25-32 +} + inline void rpp_load16_i8_to_f32_mirror_avx(Rpp8s *srcPtr, __m256 *p) { __m128i px; @@ -1888,6 +1966,25 @@ inline void rpp_store16_f32_to_i8_avx(Rpp8s *dstPtr, __m256 *p) _mm_storeu_si128((__m128i *)dstPtr, px[0]); } +inline void rpp_store32_f32_to_i8_avx(Rpp8s *dstPtr, __m256 *p) +{ + __m256i pxCvt[4]; + __m128i px[4]; + pxCvt[0] = _mm256_cvtps_epi32(p[0]); // Convert floating-point to 32-bit integers for pixels 0-7 + pxCvt[1] = _mm256_cvtps_epi32(p[1]); // Convert floating-point to 32-bit integers for pixels 8-15 + pxCvt[2] = _mm256_cvtps_epi32(p[2]); // Convert floating-point to 32-bit integers for pixels 16-23 + pxCvt[3] = _mm256_cvtps_epi32(p[3]); // Convert floating-point to 32-bit integers for pixels 24-31 + px[0] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[0], 0), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ + px[1] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[1], 0), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ + px[2] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[2], 0), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ + px[3] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[3], 0), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ + px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ + px[2] = _mm_packus_epi16(px[2], px[2]); /* pack pixels 16-31 */ + __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); + packedPx = _mm256_sub_epi8(packedPx, avx_pxConvertI8); + _mm256_storeu_si256((__m256i *)dstPtr, packedPx); +} + inline void rpp_load16_i8_to_i32_avx(Rpp8s *srcPtr, __m256i *p) { __m128i px; diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index e9c10e484..d724cf0f4 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -1,9 +1,65 @@ +/* +MIT License + +Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc. + +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" #include #include +template +inline void create_rain_layer(T *rainLayer, Rpp32u numDrops, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) +{ + for (Rpp32u i = 0; i < numDrops; i++) + { + Rpp32u xStart = rand() % (srcDescPtr->w - slant); + Rpp32u yStart = rand() % (srcDescPtr->h - dropLength); + for (Rpp32u j = 0; j < dropLength; j++) // height - drop length + { + Rpp32u x = xStart + j * slant / dropLength; + Rpp32u y = yStart + j; + + if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) + { + Rpp32s loc = y * srcDescPtr->strides.hStride + x * bufferMultiplier; + T *rainLayerTemp = rainLayer + loc; + + // Choose the value based on the type + T rainValue = std::is_same::value ? static_cast(200) : std::is_same::value ? static_cast(72) : static_cast(200 * ONE_OVER_255); + + *rainLayerTemp = rainValue; + + if (srcDescPtr->c > 1) + { + *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; + *(rainLayerTemp + 2 * srcDescPtr->strides.cStride) = rainValue; + } + } + } + } +} + RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, RpptDescPtr srcDescPtr, Rpp8u *dstPtr, @@ -26,34 +82,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, std::srand(std::time(0)); Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp8u)); - - for (Rpp32u i = 0; i < numDrops; i++) - { - Rpp32u xStart = rand() % (srcDescPtr->w - slant); - Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); - for (Rpp32u j = 0; j < rainHeight; j++)// height - drop length - { - Rpp32u x = xStart + j * slant / rainHeight; - Rpp32u y = yStart + j; - - if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) - { - Rpp32s loc = y * srcDescPtr->strides.hStride + x * layoutParams.bufferMultiplier; - Rpp8u *rainLayerTemp = rainLayer + loc; - - for (Rpp32u k = 0; k < rainWidth; k++) // - { - Rpp32u idx = k * layoutParams.bufferMultiplier; - *(rainLayerTemp + idx) = 200; - if (layoutParams.bufferMultiplier > 1) - { - *(rainLayerTemp + idx + srcDescPtr->strides.cStride) = 200; - *(rainLayerTemp + idx + 2 * srcDescPtr->strides.cStride) = 200; - } - } - } - } - } + create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -73,7 +102,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, __m256 pMul = _mm256_set1_ps(alpha[batchCount]); - // Blend with fused output-layout toggle (NHWC -> NCHW) + // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 48) * 48; @@ -136,7 +165,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } } - // Blend with fused output-layout toggle (NCHW -> NHWC) + // Rain 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; @@ -208,11 +237,62 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } + // Rain with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 32) * 32; + + Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) + { + __m256 p1[4], p2[4]; + + rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + rpp_simd_store(rpp_store32_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += 32; + srcPtr2Temp += 32; + dstPtrTemp += 32; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } - // Blend without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) - else + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + // Rain without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = bufferLength & ~15; + Rpp32u alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { @@ -229,23 +309,576 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { - __m256 p1[2], p2[2]; + __m256 p1[4], p2[4]; - 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 + rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + rpp_simd_store(rpp_store32_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += 32; + srcPtr2Temp += 32; + dstPtrTemp += + 32; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + return RPP_SUCCESS; +} + +RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp32f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32s slant, + Rpp32f *alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) + { + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + Rpp32f *rainLayer = handle.GetInitHandle()->mem.mcpu.scratchBufferHost; + std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp32f)); + create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for (Rpp32u batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp32f *srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + Rpp32f *dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + Rpp32f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + + // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + { + __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1Temp += 24; + srcPtr2Temp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR = RPPPIXELCHECKF32(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]); + *dstPtrTempG = RPPPIXELCHECKF32(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]); + *dstPtrTempB = RPPPIXELCHECKF32(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + dstPtrTempR++; + dstPtrTempG++; + dstPtrTempB++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = rainLayer; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(Rpp32u 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; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += 8; + srcPtr1TempG += 8; + srcPtr1TempB += 8; + srcPtr2TempR += 8; + srcPtr2TempG += 8; + srcPtr2TempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = RPPPIXELCHECKF32(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]); + dstPtrTemp[1] = RPPPIXELCHECKF32(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]); + dstPtrTemp[2] = RPPPIXELCHECKF32(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]); + + srcPtr1TempR++; + srcPtr2TempR++; + srcPtr1TempG++; + srcPtr2TempG++; + srcPtr1TempB++; + 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; + } + } + // Rain with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 8) * 8; + + Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p1, p2; + + 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores + + srcPtr1Temp += 8; + srcPtr2Temp += 8; + dstPtrTemp += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + // Rain without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 8) * 8; + + for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + { + Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p1, p2; + + 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores + + srcPtr1Temp += 8; + srcPtr2Temp += 8; + dstPtrTemp += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + } + } + return RPP_SUCCESS; +} + +RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, + RpptDescPtr srcDescPtr, + Rpp16f *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32s slant, + Rpp32f *alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + RppLayoutParams layoutParams, + rpp::Handle& handle) +{ + RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; + Rpp32u numThreads = handle.GetNumThreads(); + + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + Rpp16f *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); + std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp16f)); + create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + + omp_set_dynamic(0); +#pragma omp parallel for num_threads(numThreads) + for (Rpp32u batchCount = 0; batchCount < dstDescPtr->n; batchCount++) + { + RpptROI roi; + RpptROIPtr roiPtrInput = &roiTensorPtrSrc[batchCount]; + compute_roi_validation_host(roiPtrInput, &roi, &roiDefault, roiType); + + Rpp16f *srcPtrImage = srcPtr + batchCount * srcDescPtr->strides.nStride; + Rpp16f *dstPtrImage = dstPtr + batchCount * dstDescPtr->strides.nStride; + + Rpp32u bufferLength = roi.xywhROI.roiWidth * layoutParams.bufferMultiplier; + Rpp16f *srcPtrChannel, *dstPtrChannel; + srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); + dstPtrChannel = dstPtrImage; + + __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + + // Rain with fused output-layout toggle (NHWC -> NCHW) + if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 24) * 24; + + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + { + __m256 p1[3], p2[3]; + + rpp_simd_load(rpp_load24_f16pkd3_to_f16pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load24_f16pkd3_to_f16pln3_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + + rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1Temp += 24; + srcPtr2Temp += 24; + dstPtrTempR += 8; + dstPtrTempG += 8; + dstPtrTempB += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + { + *dstPtrTempR = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]))); + *dstPtrTempG = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]))); + *dstPtrTempB = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]))); + + srcPtr1Temp += 3; + srcPtr2Temp += 3; + dstPtrTempR++; + dstPtrTempG++; + dstPtrTempB++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; + } + } + // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2RowR = rainLayer; + srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; + srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + dstPtrRow = dstPtrChannel; + + for(Rpp32u 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; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p1[3], p2[3]; - srcPtr1Temp +=16; - srcPtr2Temp +=16; - dstPtrTemp +=16; + rpp_simd_load(rpp_load24_f16pln3_to_f16pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load24_f16pln3_to_f16pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores + + srcPtr1TempR += 8; + srcPtr1TempG += 8; + srcPtr1TempB += 8; + srcPtr2TempR += 8; + srcPtr2TempG += 8; + srcPtr2TempB += 8; + dstPtrTemp += 24; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]))); + + srcPtr1TempR++; + srcPtr2TempR++; + srcPtr1TempG++; + srcPtr2TempG++; + srcPtr1TempB++; + 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; + } + } + // Rain with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 8) * 8; + + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p1, p2; + + rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr1Temp, &p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr2Temp, &p2); // simd loads + p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores + + srcPtr1Temp += 8; + srcPtr2Temp += 8; + dstPtrTemp += 8; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } + + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + // Rain without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32u alignedLength = (bufferLength / 8) * 8; + + for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + { + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + { + __m256 p1, p2; + + rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr1Temp, &p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr2Temp, &p2); // simd loads + p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores + + srcPtr1Temp += 8; + srcPtr2Temp += 8; + dstPtrTemp += 8; } for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - *dstPtrTemp = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); + *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); srcPtr1Temp++; srcPtr2Temp++; @@ -288,34 +921,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, std::srand(std::time(0)); Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0x81, srcDescPtr->strides.nStride * sizeof(Rpp8s)); - - for (Rpp32u i = 0; i < numDrops; i++) - { - Rpp32u xStart = rand() % (srcDescPtr->w - slant); - Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); - for (Rpp32u j = 0; j < rainHeight; j++)// height - drop length - { - Rpp32u x = xStart + j * slant / rainHeight; - Rpp32u y = yStart + j; - - if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) - { - Rpp32s loc = y * srcDescPtr->strides.hStride + x * layoutParams.bufferMultiplier; - Rpp8s *rainLayerTemp = rainLayer + loc; - - for (Rpp32u k = 0; k < rainWidth; k++) - { - Rpp32u idx = k * layoutParams.bufferMultiplier; - *(rainLayerTemp + idx) = 72; - if (layoutParams.bufferMultiplier > 1) - { - *(rainLayerTemp + idx + srcDescPtr->strides.cStride) = 72; - *(rainLayerTemp + idx + 2 * srcDescPtr->strides.cStride) = 72; - } - } - } - } - } + create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -335,7 +941,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, __m256 pMul = _mm256_set1_ps(alpha[batchCount]); - // Blend with fused output-layout toggle (NHWC -> NCHW) + // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 48) * 48; @@ -397,8 +1003,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrRowB += dstDescPtr->strides.hStride; } } - - // Blend with fused output-layout toggle (NCHW -> NHWC) + // Rain 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; @@ -470,11 +1075,62 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } + // Rain with fused output-layout toggle (NHWC -> NHWC) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + Rpp32u alignedLength = (bufferLength / 32) * 32; + + Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + + Rpp32u vectorLoopCount = 0; + for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) + { + __m256 p1[4], p2[4]; + + rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + rpp_simd_store(rpp_store32_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += 32; + srcPtr2Temp += 32; + dstPtrTemp += 32; + } + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); + + srcPtr1Temp++; + srcPtr2Temp++; + dstPtrTemp++; + } - // Blend without fused output-layout toggle (NHWC -> NHWC or NCHW -> NCHW) - else + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; + } + + srcPtrChannel += srcDescPtr->strides.cStride; + rainLayer += srcDescPtr->strides.cStride; + dstPtrChannel += dstDescPtr->strides.cStride; + } + // Rain without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = bufferLength & ~15; + Rpp32u alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { @@ -491,19 +1147,22 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; - for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { - __m256 p1[2], p2[2]; + __m256 p1[4], p2[4]; - 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 + rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - rpp_simd_store(rpp_store16_f32_to_i8_avx, dstPtrTemp, p1); // simd stores - - srcPtr1Temp +=16; - srcPtr2Temp +=16; - dstPtrTemp +=16; + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + rpp_simd_store(rpp_store32_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + + srcPtr1Temp += 32; + srcPtr2Temp += 32; + dstPtrTemp += + 32; } for (; vectorLoopCount < bufferLength; vectorLoopCount++) { diff --git a/src/modules/hip/hip_tensor_effects_augmentations.hpp b/src/modules/hip/hip_tensor_effects_augmentations.hpp index 12e80a1f4..b7161fcb6 100644 --- a/src/modules/hip/hip_tensor_effects_augmentations.hpp +++ b/src/modules/hip/hip_tensor_effects_augmentations.hpp @@ -37,5 +37,6 @@ SOFTWARE. #include "kernel/ricap.hpp" #include "kernel/vignette.hpp" #include "kernel/erase.hpp" +#include "kernel/rain.hpp" #endif // HIP_TENSOR_EFFECTS_AUGMENTATIONS_HPP diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp new file mode 100644 index 000000000..63d7f1673 --- /dev/null +++ b/src/modules/hip/kernel/rain.hpp @@ -0,0 +1,300 @@ +#include +#include "rpp_hip_common.hpp" + +__device__ __forceinline__ void rain_hip_compute(d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) +{ + dst_f8->f4[0] = (src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]; + dst_f8->f4[1] = (src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1]; +} + +template +__global__ void rain_pkd_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint2 srcStridesNH, + T *dstPtr, + uint2 dstStridesNH, + float *alpha, + 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 * 3)) + { + 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; + + float4 alpha_f4 = (float4)alpha[id_z]; + + 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); + rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); +} + +template +__global__ void rain_pln_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint3 srcStridesNCH, + T *dstPtr, + uint3 dstStridesNCH, + int channelsDst, + float *alpha, + 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 alpha_f4 = (float4)(alpha[id_z]); + + 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); + rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + 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); + rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + 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); + rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + } +} + +template +__global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint2 srcStridesNH, + T *dstPtr, + uint3 dstStridesNCH, + float *alpha, + 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 alpha_f4 = (float4)alpha[id_z]; + + 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); + rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); + rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); +} + +template +__global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, + T *srcPtr2, + uint3 srcStridesNCH, + T *dstPtr, + uint2 dstStridesNH, + float *alpha, + 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 alpha_f4 = (float4)(alpha[id_z]); + + 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); + rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); + rpp_hip_pack_float24_pkd3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); +} + +template +RppStatus hip_exec_rain_tensor(T *srcPtr1, + RpptDescPtr srcDescPtr, + T *dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32s slant, + Rpp32f *alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rpp::Handle& handle) +{ + if (roiType == RpptRoiType::LTRB) + hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); + + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferPinned.floatmem); + T initValue; + if constexpr (std::is_same::value || std::is_same::value) + { + initValue = static_cast(0x81); + } + else + { + initValue = static_cast(0); + } + hipmemset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); + for (Rpp32u i = 0; i < numDrops; i++) + { + Rpp32u xStart = rand() % (srcDescPtr->w - slant); + Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); + for (Rpp32u j = 0; j < rainHeight; j++) // height - rainHeight + { + Rpp32u x = xStart + j * slant / rainHeight; + Rpp32u y = yStart + j; + + if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) + { + Rpp32s loc = y * srcDescPtr->strides.hStride + x * bufferMultiplier; + T *rainLayerTemp = rainLayer + loc; + + // Conditionally assign rain value based on type T + T rainValue; + if constexpr (std::is_same::value) + { + rainValue = static_cast(200); + } + else if constexpr (std::is_same::value) + { + rainValue = static_cast(72); + } + else + { + rainValue = static_cast(200 * ONE_OVER_255); + } + + *rainLayerTemp = rainValue; + + if (srcDescPtr->c > 1) + { + *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; + *(rainLayerTemp + 2 * srcDescPtr->strides.cStride) = rainValue; + } + } + } + } + + 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(rain_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, + rainLayer, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + alpha, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(rain_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, + rainLayer, + 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, + alpha, + roiTensorPtrSrc); + } + else if ((srcDescPtr->c == 3) && (dstDescPtr->c == 3)) + { + if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + hipLaunchKernelGGL(rain_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, + rainLayer, + make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + dstPtr, + make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), + alpha, + roiTensorPtrSrc); + } + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) + { + globalThreads_x = (srcDescPtr->strides.hStride + 7) >> 3; + hipLaunchKernelGGL(rain_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 + rainLayer, + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), + alpha, + dstPtr, + make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + roiTensorPtrSrc); + } + } + + return RPP_SUCCESS; +} diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index acd74ac02..6397667f1 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -1037,6 +1037,38 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, layoutParams, rpp::deref(rppHandle)); } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + rain_f16_f16_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + rain_f32_f32_host_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + layoutParams, + rpp::deref(rppHandle)); + } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { rain_i8_i8_host_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, @@ -2060,4 +2092,87 @@ RppStatus rppt_jitter_gpu(RppPtr_t srcPtr, #endif // backend } +/******************** rain ********************/ + +RppStatus rppt_rain_gpu(RppPtr_t srcPtr, + RpptDescPtr srcDescPtr, + RppPtr_t dstPtr, + RpptDescPtr dstDescPtr, + Rpp32f rainPercentage, + Rpp32u rainWidth, + Rpp32u rainHeight, + Rpp32u slant, + Rpp32f *alpha, + RpptROIPtr roiTensorPtrSrc, + RpptRoiType roiType, + rppHandle_t rppHandle) +{ +#ifdef HIP_COMPILE + if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) + { + hip_exec_rain_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) + { + hip_exec_rain_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) + { + hip_exec_rain_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) + { + hip_exec_rain_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); + } + + return RPP_SUCCESS; +#elif defined(OCL_COMPILE) + return RPP_ERROR_NOT_IMPLEMENTED; +#endif // backend +} + #endif // GPU_SUPPORT From 4c89f7aa7c48b946b2911a945b331b7b74538e19 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Fri, 23 Aug 2024 03:18:56 +0000 Subject: [PATCH 04/22] Add test case for Rain in HIP test suite code cleanup --- .../effects_augmentations_rain_img150x150.jpg | Bin 0 -> 17552 bytes include/rppt_tensor_effects_augmentations.h | 46 +++++++++++++++++- src/modules/hip/kernel/rain.hpp | 10 ++-- 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z+X_SUNTHvuHg!=&8Rb?~!bw#(Uw-&OsMN-24%8ipTJ~9wF=jGSBldTrPs7E_zl|v1 z{E!AARJ*$dk>$x!PA3OOinKpGtTocbr<;cx2??k>-xJ`eZl1B?q75Eb6Op<4g=(w- z1O2v?ge=UtekIAx?pqzqlS9)G zQq5lYi8~j{$o05C8f~_?lfk<2nIMUj9?Bj2Ni9o_Jzq;H4X5KQR*JacAPa?rMo&qQ z(b6A~OQ_Zr9Ys=Mu(c*nl)E$=S6R;DMdHg@;_+DxwfKSOz!z%w?GT5nOa681X>mmq z1@QAP({lA9x@+~XA6D1OI%#v7rcsmdfU6@l!bh_+H^U#g9Fr}@CGBroj8{015YlCMBfCWo{Yg^ykkN1_u?iSXS`^Dtj z=n(Vh>At3J82p4~dJ~|=Ka&k$CRbDBTIv@c>uI&VQ&40Gq<$jD%le-%_J%aZ*RRmfvXI#EJ*B9puLQ9Z@ETISXHL3R>Z=98y< z)TT5t!58fl`mizVLiTb|@&(mF>r@rGaN><=Y^WiFNLbZQ4F)uZk5>DNy7 zH@p6HhC!Esfd?og0z?3)R+4f<8FHl*0XKqtWvu)?@n)anKMu|1-f5RhJUM0x_&lR+ zAe3R1Uqu#z3d@`HicZ==(5#e2OTQ3p+0B0_ztoW+c%Fk&4IS|;9%x+FIDZ>n8 zb_2@4XfKXhhsJLiO*O8S7MG=3%EsGFx5!4A^DWE#$1=+Mq+&P>D$J8G#Eb%IfFN zMU{iFIfeXH;tTjZyPZ-}qQNYr+IE?((SxLN5rZgFskeT1h~rU#8URsWSa`(N-Zt?q zwwyGG^$^y{Yc;TjSW(B3D+XweOcFALFvBV~0mE(D z!I7C8M^^ZqsB6~uR+H(m2GruTeNsnq#%s%P$hV3{7)bHEi8q%H^GhM*r + * - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). + * - dstPtr depth ranges - Will be the same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html effects_augmentations_rain_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] rainPercentage The percentage of the rain effect to be applied (0 <= rainPercentage <= 100) + * \param [in] rainWidth Width of the rain drops in pixels + * \param [in] rainHeight Height of the rain drops in pixels + * \param [in] slant Slant of the rain drops in pixels (positive value for right slant, negative for left slant) + * \param [in] alpha An array of alpha blending values to be used for each image in the batch + * \param [in] roiTensorPtrSrc 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) + * \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_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); -#endif // GPU_SUPPORT #ifdef GPU_SUPPORT +/*! \brief Rain augmentation on HIP backend for a NCHW/NHWC layout tensor + * \details The rain augmentation simulates a rain 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 the same depth as srcPtr. + * \image html img150x150.jpg Sample Input + * \image html effects_augmentations_rain_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] rainPercentage The percentage of the rain effect to be applied (0 <= rainPercentage <= 100) + * \param [in] rainWidth Width of the rain drops in pixels + * \param [in] rainHeight Height of the rain drops in pixels + * \param [in] slant Slant of the rain drops in pixels (positive value for right slant, negative for left slant) + * \param [in] alpha An array of alpha blending values in pinned memory, used for each image in the batch. + * \param [in] roiTensorPtrSrc 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) + * \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_rain_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +#endif // GPU_SUPPORT /*! \brief Pixelate augmentation on HOST backend for a NCHW/NHWC layout tensor * \details The pixelate augmentation performs a pixelate transformation for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.
diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 63d7f1673..0f863ec70 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -177,7 +177,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, std::srand(std::time(0)); T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferPinned.floatmem); T initValue; - if constexpr (std::is_same::value || std::is_same::value) + if constexpr (std::is_same::value) { initValue = static_cast(0x81); } @@ -185,7 +185,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, { initValue = static_cast(0); } - hipmemset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); + hipMemset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); @@ -197,7 +197,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { - Rpp32s loc = y * srcDescPtr->strides.hStride + x * bufferMultiplier; + Rpp32s loc = y * srcDescPtr->strides.hStride + x * srcDescPtr->strides.wStride; T *rainLayerTemp = rainLayer + loc; // Conditionally assign rain value based on type T @@ -286,12 +286,12 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), - srcPtr1 + srcPtr1, rainLayer, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), - alpha, dstPtr, make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), + alpha, roiTensorPtrSrc); } } diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 583e5baa3..bbffbd80e 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -2455,9 +2455,9 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { - hip_exec_rain_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), + hip_exec_rain_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), srcDescPtr, - reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), dstDescPtr, rainPercentage, rainWidth, diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 685c21203..0382f248e 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -66,7 +66,7 @@ int main(int argc, char **argv) bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23|| testCase == 24 || testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54 || testCase == 79); bool kernelSizeCase = (testCase == 40 || testCase == 41 || testCase == 49 || testCase == 54); bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 33 || testCase == 61 || testCase == 63 || testCase == 65 || testCase == 68); - bool randomOutputCase = (testCase == 6 || testCase == 8 || testCase == 84 || testCase == 49 || testCase == 54); + bool randomOutputCase = (testCase == 6 || testCase == 8 || testCase == 11 || testCase == 84 || testCase == 49 || testCase == 54); bool nonQACase = (testCase == 24); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool reductionTypeCase = (testCase == 87 || testCase == 88 || testCase == 89 || testCase == 90 || testCase == 91); @@ -419,6 +419,10 @@ int main(int argc, char **argv) if(testCase == 5) CHECK_RETURN_STATUS(hipHostMalloc(&d_interDstPtr, srcDescPtr->strides.nStride * srcDescPtr->n * sizeof(Rpp32f))); + Rpp32f *alpha; + if(testCase == 11) + CHECK_RETURN_STATUS(hipHostMalloc(&alpha, 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++) @@ -672,6 +676,25 @@ int main(int argc, char **argv) break; } + case 11: + { + testCaseName = "rain"; + + Rpp32f rainPercentage = 7; + Rpp32u rainHeight = 6; + Rpp32u rainWidth = 1; + Rpp32s slant = 0; + for(int i = 0; i < batchSize; i++) + alpha[i] = 0.4; + + startWallTime = omp_get_wtime(); + if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) + rppt_rain_gpu(d_input, srcDescPtr, d_output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slant, alpha, roiTensorPtrSrc, roiTypeSrc, handle); + else + missingFuncFlag = 1; + + break; + } case 13: { testCaseName = "exposure"; @@ -1686,5 +1709,7 @@ int main(int argc, char **argv) CHECK_RETURN_STATUS(hipFree(d_output)); if(testCase == 5) CHECK_RETURN_STATUS(hipFree(d_interDstPtr)); + if(testCase == 11) + CHECK_RETURN_STATUS(hipHostFree(alpha)); return 0; } diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index c6b194f9e..45a5215c3 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -280,7 +280,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.call(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '4', '5', '6', '8', '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] +supportedCaseList = ['0', '1', '2', '4', '5', '6', '8', '11', '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] # Create folders based on testType and profilingOption if testType == 1 and profilingOption == "YES": @@ -488,7 +488,7 @@ def rpp_test_suite_parser_and_validator(): print_performance_tests_summary(logFile, functionalityGroupList, numRuns) # print the results of qa tests -nonQACaseList = ['6', '8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support +nonQACaseList = ['6', '8', '11,' '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: qaFilePath = os.path.join(outFilePath, "QA_results.txt") diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index 42d1df041..95bab5696 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -66,7 +66,7 @@ int main(int argc, char **argv) bool additionalParamCase = (testCase == 8 || testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool dualInputCase = (testCase == 2 || testCase == 30 || testCase == 33 || testCase == 61 || testCase == 63 || testCase == 65 || testCase == 68); - bool randomOutputCase = (testCase == 6 || testCase == 8 || testCase == 84); + bool randomOutputCase = (testCase == 6 || testCase == 8 || testCase == 11 || testCase == 84); bool nonQACase = (testCase == 24); bool interpolationTypeCase = (testCase == 21 || testCase == 23 || testCase == 24 || testCase == 79); bool reductionTypeCase = (testCase == 87 || testCase == 88 || testCase == 89 || testCase == 90 || testCase == 91); @@ -637,7 +637,7 @@ int main(int argc, char **argv) Rpp32f rainPercentage = 7; Rpp32u rainHeight = 6; Rpp32u rainWidth = 1; - Rpp32s slant = 4; + Rpp32s slant = 0; Rpp32f alpha[batchSize]; for(int i = 0; i < batchSize; i++) alpha[i] = 0.4; diff --git a/utilities/test_suite/HOST/runTests.py b/utilities/test_suite/HOST/runTests.py index 711f4d47e..94e68623f 100644 --- a/utilities/test_suite/HOST/runTests.py +++ b/utilities/test_suite/HOST/runTests.py @@ -261,7 +261,7 @@ def rpp_test_suite_parser_and_validator(): subprocess.call(["make", "-j16"], cwd=".") # nosec # List of cases supported -supportedCaseList = ['0', '1', '2', '4', '5', '6', '8', '11' '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] +supportedCaseList = ['0', '1', '2', '4', '5', '6', '8', '11', '13', '20', '21', '23', '26', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '45', '46', '54', '61', '63', '65', '68', '70', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92'] print("\n\n\n\n\n") print("##########################################################################################") @@ -312,7 +312,7 @@ def rpp_test_suite_parser_and_validator(): run_performance_test(loggingFolder, logFileLayout, srcPath1, srcPath2, dstPath, case, numRuns, testType, layout, qaMode, decoderType, batchSize, roiList) # print the results of qa tests -nonQACaseList = ['6', '8', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support +nonQACaseList = ['6', '8', '11', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: qaFilePath = os.path.join(outFilePath, "QA_results.txt") diff --git a/utilities/test_suite/common.py b/utilities/test_suite/common.py index a0f37ffa2..812d214cd 100644 --- a/utilities/test_suite/common.py +++ b/utilities/test_suite/common.py @@ -41,6 +41,7 @@ 2: ["blend", "HOST", "HIP"], 4: ["contrast", "HOST", "HIP"], 8: ["noise", "HOST", "HIP"], + 11: ["Rain", "HOST", "HIP"], 13: ["exposure", "HOST", "HIP"], 20: ["flip", "HOST", "HIP"], 21: ["resize", "HOST", "HIP"], @@ -107,7 +108,7 @@ ImageAugmentationGroupMap = { "color_augmentations" : [0, 1, 2, 3, 4, 13, 31, 34, 36, 45, 81], - "effects_augmentations" : [8, 29, 30, 32, 35, 46, 82, 83, 84], + "effects_augmentations" : [8, 11, 29, 30, 32, 35, 46, 82, 83, 84], "geometric_augmentations" : [20, 21, 23, 33, 37, 38, 39, 63, 79, 80, 92], "filter_augmentations" : [49, 54], "arithmetic_operations" : [61], From 395bdc68c2a613edcad14911e4c1d0f820d52d50 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Fri, 23 Aug 2024 03:28:01 +0000 Subject: [PATCH 05/22] minor code cleanup --- .../rppt_tensor_effects_augmentations.cpp | 44 +++++++++---------- utilities/test_suite/HIP/runTests.py | 2 +- 2 files changed, 23 insertions(+), 23 deletions(-) diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index bbffbd80e..e14b6e0a6 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -2441,17 +2441,17 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, if ((srcDescPtr->dataType == RpptDataType::U8) && (dstDescPtr->dataType == RpptDataType::U8)) { hip_exec_rain_tensor(static_cast(srcPtr) + srcDescPtr->offsetInBytes, - srcDescPtr, - static_cast(dstPtr) + dstDescPtr->offsetInBytes, - dstDescPtr, - rainPercentage, - rainWidth, - rainHeight, - slant, - alpha, - roiTensorPtrSrc, - roiType, - rpp::deref(rppHandle)); + srcDescPtr, + static_cast(dstPtr) + dstDescPtr->offsetInBytes, + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::F16) && (dstDescPtr->dataType == RpptDataType::F16)) { @@ -2471,17 +2471,17 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, else if ((srcDescPtr->dataType == RpptDataType::F32) && (dstDescPtr->dataType == RpptDataType::F32)) { hip_exec_rain_tensor(reinterpret_cast(static_cast(srcPtr) + srcDescPtr->offsetInBytes), - srcDescPtr, - reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), - dstDescPtr, - rainPercentage, - rainWidth, - rainHeight, - slant, - alpha, - roiTensorPtrSrc, - roiType, - rpp::deref(rppHandle)); + srcDescPtr, + reinterpret_cast(static_cast(dstPtr) + dstDescPtr->offsetInBytes), + dstDescPtr, + rainPercentage, + rainWidth, + rainHeight, + slant, + alpha, + roiTensorPtrSrc, + roiType, + rpp::deref(rppHandle)); } else if ((srcDescPtr->dataType == RpptDataType::I8) && (dstDescPtr->dataType == RpptDataType::I8)) { diff --git a/utilities/test_suite/HIP/runTests.py b/utilities/test_suite/HIP/runTests.py index 45a5215c3..4af543008 100644 --- a/utilities/test_suite/HIP/runTests.py +++ b/utilities/test_suite/HIP/runTests.py @@ -488,7 +488,7 @@ def rpp_test_suite_parser_and_validator(): print_performance_tests_summary(logFile, functionalityGroupList, numRuns) # print the results of qa tests -nonQACaseList = ['6', '8', '11,' '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support +nonQACaseList = ['6', '8', '11', '24', '54', '84'] # Add cases present in supportedCaseList, but without QA support if qaMode and testType == 0: qaFilePath = os.path.join(outFilePath, "QA_results.txt") From bffe622b8450abff66612f4e173488b973280a93 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 26 Aug 2024 06:26:00 +0000 Subject: [PATCH 06/22] Modified func names and removed unnecessary code --- src/include/cpu/rpp_cpu_simd.hpp | 14 ++++---------- src/modules/cpu/kernel/rain.hpp | 16 ++++++++-------- 2 files changed, 12 insertions(+), 18 deletions(-) diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index 685640243..d3c7901a1 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1409,7 +1409,7 @@ inline void rpp_load24_u8pkd3_to_f64pln3_avx(Rpp8u *srcPtr, __m256d *p) inline void rpp_load32_u8_to_f32_avx(Rpp8u *srcPtr, __m256 *p) { __m256i px = _mm256_loadu_si256((__m256i *)srcPtr); - __m128i px1 = _mm256_extractf128_si256(px, 0); + __m128i px1 = _mm256_castps256_ps128(px); __m128i px2 = _mm256_extractf128_si256(px, 1); p[0] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask00To03), _mm_shuffle_epi8(px1, xmm_pxMask04To07))); // Contains pixels 01-08 @@ -1527,7 +1527,7 @@ inline void rpp_load24_f32pkd3_to_f32pln3_avx(Rpp32f *srcPtr, __m256 *p) p[2] = _mm256_setr_m128(p128[2], p128[6]); } -inline void rpp_load24_f16pkd3_to_f16pln3_avx(Rpp16f *srcPtr, __m256 *p) +inline void rpp_load24_f32pkd3_to_f16pln3_avx(Rpp16f *srcPtr, __m256 *p) { __m128 p128[8]; p128[0] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr)))); @@ -1603,7 +1603,7 @@ inline void rpp_load24_f32pln3_to_f32pln3_avx(Rpp32f *srcPtrR, Rpp32f *srcPtrG, p[2] = _mm256_loadu_ps(srcPtrB); } -inline void rpp_load24_f16pln3_to_f16pln3_avx(Rpp16f *srcPtrR, Rpp16f *srcPtrG, Rpp16f *srcPtrB, __m256 *p) +inline void rpp_load24_f16pln3_to_f32pln3_avx(Rpp16f *srcPtrR, Rpp16f *srcPtrG, Rpp16f *srcPtrB, __m256 *p) { p[0] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtrR)))); p[1] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtrG)))); @@ -1702,7 +1702,7 @@ inline void rpp_load8_f32_to_f32_avx(Rpp32f *srcPtr, __m256 *p) p[0] = _mm256_loadu_ps(srcPtr); } -inline void rpp_load8_f16_to_f16_avx(Rpp16f *srcPtr, __m256 *p) +inline void rpp_load8_f16_to_f32_avx(Rpp16f *srcPtr, __m256 *p) { p[0] = _mm256_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr)))); } @@ -1720,12 +1720,6 @@ inline void rpp_store8_f32_to_f32_avx(Rpp32f *dstPtr, __m256 *p) _mm256_storeu_ps(dstPtr, p[0]); } -inline void rpp_store8_f16_to_f16_avx(Rpp16f *dstPtr, __m256 *p) -{ - __m128i px128 = _mm256_cvtps_ph(p[0], _MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC); - _mm_storeu_si128((__m128i *)dstPtr, px128); -} - inline void rpp_load8_f32_to_f64_avx(Rpp32f *srcPtr, __m256d *p) { __m128 px128[2]; diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index d724cf0f4..b787d5620 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -692,8 +692,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1[3], p2[3]; - rpp_simd_load(rpp_load24_f16pkd3_to_f16pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load24_f16pkd3_to_f16pln3_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment @@ -755,8 +755,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1[3], p2[3]; - rpp_simd_load(rpp_load24_f16pln3_to_f16pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load24_f16pln3_to_f16pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads + rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment @@ -816,8 +816,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr1Temp, &p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores @@ -867,8 +867,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr1Temp, &p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f16_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores From bfc359242dcf7dcbccbf753017f05a0c6e71678f Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Wed, 28 Aug 2024 14:49:49 +0000 Subject: [PATCH 07/22] Resolve Review comments --- ...effects_augmentations_rain_img150x150.png} | Bin include/rppt_tensor_effects_augmentations.h | 8 +- src/modules/cpu/kernel/rain.hpp | 158 +++++------------- src/modules/hip/kernel/rain.hpp | 55 +++--- 4 files changed, 72 insertions(+), 149 deletions(-) rename docs/data/doxygenOutputs/{effects_augmentations_rain_img150x150.jpg => effects_augmentations_rain_img150x150.png} (100%) diff --git a/docs/data/doxygenOutputs/effects_augmentations_rain_img150x150.jpg b/docs/data/doxygenOutputs/effects_augmentations_rain_img150x150.png similarity index 100% rename from docs/data/doxygenOutputs/effects_augmentations_rain_img150x150.jpg rename to docs/data/doxygenOutputs/effects_augmentations_rain_img150x150.png diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index ff65dacd5..f76035472 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -645,8 +645,8 @@ RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * \details The rain augmentation simulates a rain 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 the same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html effects_augmentations_rain_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html effects_augmentations_rain_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 @@ -670,8 +670,8 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * \details The rain augmentation simulates a rain 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 the same depth as srcPtr. - * \image html img150x150.jpg Sample Input - * \image html effects_augmentations_rain_img150x150.jpg Sample Output + * \image html img150x150.png Sample Input + * \image html effects_augmentations_rain_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/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index b787d5620..083c68bd7 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -31,6 +31,8 @@ SOFTWARE. template inline void create_rain_layer(T *rainLayer, Rpp32u numDrops, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) { + // Choose the value based on the data type + T rainValue = std::is_same::value ? static_cast(200) : std::is_same::value ? static_cast(72) : static_cast(200 * ONE_OVER_255); for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); @@ -42,14 +44,9 @@ inline void create_rain_layer(T *rainLayer, Rpp32u numDrops, RpptDescPtr srcDesc if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { - Rpp32s loc = y * srcDescPtr->strides.hStride + x * bufferMultiplier; - T *rainLayerTemp = rainLayer + loc; - - // Choose the value based on the type - T rainValue = std::is_same::value ? static_cast(200) : std::is_same::value ? static_cast(72) : static_cast(200 * ONE_OVER_255); + T *rainLayerTemp = rainLayer + y * srcDescPtr->strides.hStride + x * bufferMultiplier; *rainLayerTemp = rainValue; - if (srcDescPtr->c > 1) { *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; @@ -106,14 +103,12 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 48) * 48; - Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRowR = dstPtrChannel; dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; @@ -122,12 +117,11 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTempR = dstPtrRowR; dstPtrTempG = dstPtrRowG; dstPtrTempB = dstPtrRowB; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -144,19 +138,15 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTempG += 16; dstPtrTempB += 16; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); - *dstPtrTempG = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); - *dstPtrTempB = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); - + *dstPtrTempR++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); srcPtr1Temp += 3; srcPtr2Temp += 3; - dstPtrTempR++; - dstPtrTempG++; - dstPtrTempB++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRowR += dstDescPtr->strides.hStride; @@ -164,12 +154,10 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrRowB += dstDescPtr->strides.hStride; } } - // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; @@ -178,7 +166,6 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; @@ -189,12 +176,11 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2TempG = srcPtr2RowG; srcPtr2TempB = srcPtr2RowB; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -213,12 +199,12 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2TempB += 16; dstPtrTemp += 48; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); - srcPtr1TempR++; srcPtr2TempR++; srcPtr1TempG++; @@ -227,7 +213,6 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2TempB++; dstPtrTemp += 3; } - srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; @@ -241,24 +226,21 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 32) * 32; - Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -271,20 +253,18 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr2Temp += 32; dstPtrTemp += 32; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -293,26 +273,23 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 32) * 32; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -326,20 +303,18 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTemp += 32; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -395,14 +370,12 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 24) * 24; - Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRowR = dstPtrChannel; dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; @@ -411,12 +384,11 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTempR = dstPtrRowR; dstPtrTempG = dstPtrRowG; dstPtrTempB = dstPtrRowB; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -430,19 +402,18 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTempG += 8; dstPtrTempB += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { *dstPtrTempR = RPPPIXELCHECKF32(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]); *dstPtrTempG = RPPPIXELCHECKF32(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]); *dstPtrTempB = RPPPIXELCHECKF32(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]); - srcPtr1Temp += 3; srcPtr2Temp += 3; dstPtrTempR++; dstPtrTempG++; dstPtrTempB++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRowR += dstDescPtr->strides.hStride; @@ -454,7 +425,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 24) * 24; - Rpp32f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; @@ -463,7 +433,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp32f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; @@ -474,12 +443,11 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2TempG = srcPtr2RowG; srcPtr2TempB = srcPtr2RowB; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -495,12 +463,12 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2TempB += 8; dstPtrTemp += 24; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { dstPtrTemp[0] = RPPPIXELCHECKF32(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]); dstPtrTemp[1] = RPPPIXELCHECKF32(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]); dstPtrTemp[2] = RPPPIXELCHECKF32(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]); - srcPtr1TempR++; srcPtr2TempR++; srcPtr1TempG++; @@ -509,7 +477,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2TempB++; dstPtrTemp += 3; } - srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; @@ -523,24 +490,21 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 8) * 8; - Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __m256 p1, p2; - 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment @@ -550,20 +514,18 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2Temp += 8; dstPtrTemp += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -572,7 +534,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 8) * 8; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -586,12 +547,11 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __m256 p1, p2; - 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment @@ -601,20 +561,18 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtr2Temp += 8; dstPtrTemp += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -670,14 +628,12 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 24) * 24; - Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRowR = dstPtrChannel; dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; @@ -686,12 +642,11 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTempR = dstPtrRowR; dstPtrTempG = dstPtrRowG; dstPtrTempB = dstPtrRowB; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) { __m256 p1[3], p2[3]; - rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -705,19 +660,18 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTempG += 8; dstPtrTempB += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { *dstPtrTempR = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]))); *dstPtrTempG = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]))); *dstPtrTempB = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]))); - srcPtr1Temp += 3; srcPtr2Temp += 3; dstPtrTempR++; dstPtrTempG++; dstPtrTempB++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRowR += dstDescPtr->strides.hStride; @@ -729,7 +683,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 24) * 24; - Rpp16f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; @@ -738,7 +691,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp16f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; @@ -749,12 +701,11 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2TempG = srcPtr2RowG; srcPtr2TempB = srcPtr2RowB; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __m256 p1[3], p2[3]; - rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -770,12 +721,12 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2TempB += 8; dstPtrTemp += 24; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]))); dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]))); dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]))); - srcPtr1TempR++; srcPtr2TempR++; srcPtr1TempG++; @@ -784,7 +735,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2TempB++; dstPtrTemp += 3; } - srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; @@ -798,24 +748,21 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 8) * 8; - Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment @@ -825,20 +772,18 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2Temp += 8; dstPtrTemp += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -847,7 +792,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 8) * 8; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -861,12 +805,11 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment @@ -876,20 +819,18 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtr2Temp += 8; dstPtrTemp += 8; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -945,14 +886,12 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 48) * 48; - Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRowR = dstPtrChannel; dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; @@ -961,12 +900,11 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTempR = dstPtrRowR; dstPtrTempG = dstPtrRowG; dstPtrTempB = dstPtrRowB; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -983,19 +921,18 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTempG += 16; dstPtrTempB += 16; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { *dstPtrTempR = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); *dstPtrTempG = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); *dstPtrTempB = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); - srcPtr1Temp += 3; srcPtr2Temp += 3; dstPtrTempR++; dstPtrTempG++; dstPtrTempB++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRowR += dstDescPtr->strides.hStride; @@ -1007,7 +944,6 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 48) * 48; - Rpp8s *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; @@ -1016,7 +952,6 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8s *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; @@ -1027,12 +962,11 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr2TempG = srcPtr2RowG; srcPtr2TempB = srcPtr2RowB; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { __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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -1051,12 +985,12 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr2TempB += 16; dstPtrTemp += 48; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); - srcPtr1TempR++; srcPtr2TempR++; srcPtr1TempG++; @@ -1065,7 +999,6 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr2TempB++; dstPtrTemp += 3; } - srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; @@ -1079,24 +1012,21 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32u alignedLength = (bufferLength / 32) * 32; - Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -1109,20 +1039,18 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr2Temp += 32; dstPtrTemp += 32; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -1131,26 +1059,23 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 32) * 32; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; srcPtr1Temp = srcPtr1Row; srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; +#if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) { __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment @@ -1161,23 +1086,20 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtr1Temp += 32; srcPtr2Temp += 32; - dstPtrTemp += - 32; + dstPtrTemp += 32; } +#endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; srcPtr2Temp++; dstPtrTemp++; } - srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; @@ -1185,4 +1107,4 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, } } return RPP_SUCCESS; -} \ No newline at end of file +} diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 0f863ec70..8c503dcdc 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -25,15 +25,16 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, 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 srcIdx1 = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x * 3); + uint srcIdx2 = ((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; float4 alpha_f4 = (float4)alpha[id_z]; 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); + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); } @@ -57,33 +58,36 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, 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 srcIdx1 = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint srcIdx2 = ((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 alpha_f4 = (float4)(alpha[id_z]); 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); + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); if (channelsDst == 3) { - srcIdx += srcStridesNCH.y; + srcIdx1 += srcStridesNCH.y; + srcIdx2 += 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); + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); - srcIdx += srcStridesNCH.y; + srcIdx1 += srcStridesNCH.y; + srcIdx2 += 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); + rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); } @@ -107,15 +111,16 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, 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 srcIdx1 = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint srcIdx2 = ((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 alpha_f4 = (float4)alpha[id_z]; 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); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr2 + srcIdx2, &src2_f24); rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); @@ -140,15 +145,16 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, 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 srcIdx1 = (id_z * srcStridesNCH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNCH.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint srcIdx2 = ((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 alpha_f4 = (float4)(alpha[id_z]); 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); + rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr1 + srcIdx1, srcStridesNCH.y, &src1_f24); + rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr2 + srcIdx2, srcStridesNCH.y, &src2_f24); rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); @@ -176,29 +182,24 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); std::srand(std::time(0)); T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferPinned.floatmem); - T initValue; + T initValue = 0; if constexpr (std::is_same::value) { initValue = static_cast(0x81); } - else - { - initValue = static_cast(0); - } hipMemset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); - for (Rpp32u j = 0; j < rainHeight; j++) // height - rainHeight + for (Rpp32u j = 0; j < rainHeight; j++) { Rpp32u x = xStart + j * slant / rainHeight; Rpp32u y = yStart + j; if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { - Rpp32s loc = y * srcDescPtr->strides.hStride + x * srcDescPtr->strides.wStride; - T *rainLayerTemp = rainLayer + loc; + T *rainLayerTemp = rainLayer + y * srcDescPtr->strides.hStride + x * srcDescPtr->strides.wStride; // Conditionally assign rain value based on type T T rainValue; @@ -228,7 +229,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; int globalThreads_y = dstDescPtr->h; - int globalThreads_z = handle.GetBatchSize(); + int globalThreads_z = dstDescPtr->n; if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { From fba3773586294bc0572da3f4c2a9f5f476185a49 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Thu, 29 Aug 2024 12:25:45 +0000 Subject: [PATCH 08/22] replaced pinned memory with HIP memory for Rain Layer computation --- src/modules/hip/kernel/rain.hpp | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 8c503dcdc..95d03e2f5 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -181,13 +181,13 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, Rpp32f rainPercent = rainPercentage * 0.004f; Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); std::srand(std::time(0)); - T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferPinned.floatmem); + T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); T initValue = 0; if constexpr (std::is_same::value) { initValue = static_cast(0x81); } - hipMemset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); + std::memset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); @@ -217,7 +217,6 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, } *rainLayerTemp = rainValue; - if (srcDescPtr->c > 1) { *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; @@ -227,6 +226,9 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, } } + T *rainLayerHip = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferHip.floatmem); + CHECK_RETURN_STATUS(hipMemcpyAsync(rainLayerHip, rainLayer, srcDescPtr->strides.nStride * sizeof(T), hipMemcpyHostToDevice, handle.GetStream())); + int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; int globalThreads_y = dstDescPtr->h; int globalThreads_z = dstDescPtr->n; @@ -239,7 +241,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, 0, handle.GetStream(), srcPtr1, - rainLayer, + rainLayerHip, make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), dstPtr, make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), @@ -254,7 +256,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, 0, handle.GetStream(), srcPtr1, - rainLayer, + rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), dstPtr, make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), @@ -272,7 +274,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, 0, handle.GetStream(), srcPtr1, - rainLayer, + rainLayerHip, make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), dstPtr, make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), @@ -288,7 +290,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, 0, handle.GetStream(), srcPtr1, - rainLayer, + rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), dstPtr, make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), From 32799edd6857ea75db1fb5e1535f72a0f2252ec9 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Fri, 30 Aug 2024 07:57:20 +0000 Subject: [PATCH 09/22] Modified RGB Rain Mask to planar Rain Mask in HIP --- src/modules/hip/kernel/rain.hpp | 70 ++++++++++++++++----------------- 1 file changed, 34 insertions(+), 36 deletions(-) diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 95d03e2f5..a9eb7dd93 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -10,13 +10,14 @@ __device__ __forceinline__ void rain_hip_compute(d_float8 *src1_f8, d_float8 *sr template __global__ void rain_pkd_hip_tensor(T *srcPtr1, T *srcPtr2, - uint2 srcStridesNH, + uint3 srcStridesNHW, T *dstPtr, uint2 dstStridesNH, float *alpha, RpptROIPtr roiTensorPtrSrc) { - int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 24; + int maskid_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; @@ -25,18 +26,21 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, return; } - uint srcIdx1 = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x * 3); - uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x * 3); + uint srcIdx1 = (id_z * srcStridesNHW.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x * 3); + uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (maskid_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x; float4 alpha_f4 = (float4)alpha[id_z]; - d_float8 src1_f8, src2_f8, dst_f8; + d_float24 src1_f24, dst_f24; + d_float8 src2_f8; - rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); + rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); - rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); - rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); + rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); } template @@ -74,20 +78,16 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, if (channelsDst == 3) { srcIdx1 += srcStridesNCH.y; - srcIdx2 += srcStridesNCH.y; dstIdx += dstStridesNCH.y; rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); - rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); srcIdx1 += srcStridesNCH.y; - srcIdx2 += srcStridesNCH.y; dstIdx += dstStridesNCH.y; rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); - rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); } @@ -96,7 +96,7 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, template __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, T *srcPtr2, - uint2 srcStridesNH, + uint3 srcStridesNHW, T *dstPtr, uint3 dstStridesNCH, float *alpha, @@ -111,19 +111,20 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, return; } - uint srcIdx1 = (id_z * srcStridesNH.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); - uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNH.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint srcIdx1 = (id_z * srcStridesNHW.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; float4 alpha_f4 = (float4)alpha[id_z]; - d_float24 src1_f24, src2_f24, dst_f24; + d_float24 src1_f24, dst_f24; + d_float8 src2_f8; rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); - rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr2 + srcIdx2, &src2_f24); - rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); - rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); - rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); + rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); } @@ -151,14 +152,15 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, float4 alpha_f4 = (float4)(alpha[id_z]); - d_float24 src1_f24, src2_f24, dst_f24; + d_float24 src1_f24, dst_f24; + d_float8 src2_f8; - rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr1 + srcIdx1, srcStridesNCH.y, &src1_f24); - rpp_hip_load24_pln3_and_unpack_to_float24_pkd3(srcPtr2 + srcIdx2, srcStridesNCH.y, &src2_f24); - rain_hip_compute(&src1_f24.f8[0], &src2_f24.f8[0], &dst_f24.f8[0], &alpha_f4); - rain_hip_compute(&src1_f24.f8[1], &src2_f24.f8[1], &dst_f24.f8[1], &alpha_f4); - rain_hip_compute(&src1_f24.f8[2], &src2_f24.f8[2], &dst_f24.f8[2], &alpha_f4); - rpp_hip_pack_float24_pkd3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); + rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, srcStridesNCH.y, &src1_f24); + rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); + rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); + rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); } template @@ -199,7 +201,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { - T *rainLayerTemp = rainLayer + y * srcDescPtr->strides.hStride + x * srcDescPtr->strides.wStride; + T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; // Conditionally assign rain value based on type T T rainValue; @@ -217,17 +219,12 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, } *rainLayerTemp = rainValue; - if (srcDescPtr->c > 1) - { - *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; - *(rainLayerTemp + 2 * srcDescPtr->strides.cStride) = rainValue; - } } } } T *rainLayerHip = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferHip.floatmem); - CHECK_RETURN_STATUS(hipMemcpyAsync(rainLayerHip, rainLayer, srcDescPtr->strides.nStride * sizeof(T), hipMemcpyHostToDevice, handle.GetStream())); + CHECK_RETURN_STATUS(hipMemcpyAsync(rainLayerHip, rainLayer, srcDescPtr->w * srcDescPtr->h * sizeof(T), hipMemcpyHostToDevice, handle.GetStream())); int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; int globalThreads_y = dstDescPtr->h; @@ -235,6 +232,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { + globalThreads_x = (dstDescPtr->w + 7) >> 3; hipLaunchKernelGGL(rain_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), @@ -242,7 +240,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, handle.GetStream(), srcPtr1, rainLayerHip, - make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride, srcDescPtr->w), dstPtr, make_uint2(dstDescPtr->strides.nStride, dstDescPtr->strides.hStride), alpha, @@ -275,7 +273,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, handle.GetStream(), srcPtr1, rainLayerHip, - make_uint2(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride), + make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride, srcDescPtr->w), dstPtr, make_uint3(dstDescPtr->strides.nStride, dstDescPtr->strides.cStride, dstDescPtr->strides.hStride), alpha, From ed1d83ce8ec74618cd8a5bdb174b012e266ac60a Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 2 Sep 2024 04:09:28 +0000 Subject: [PATCH 10/22] Address review comments --- src/include/cpu/rpp_cpu_simd.hpp | 10 +- src/modules/cpu/kernel/rain.hpp | 457 +++++++++++++------------------ src/modules/hip/kernel/rain.hpp | 28 +- 3 files changed, 211 insertions(+), 284 deletions(-) diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index d3c7901a1..bfd04ae61 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1461,10 +1461,10 @@ inline void rpp_store32_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) pxCvt[1] = _mm256_cvtps_epi32(p[1]); // Convert floating-point to 32-bit integers for pixels 8-15 pxCvt[2] = _mm256_cvtps_epi32(p[2]); // Convert floating-point to 32-bit integers for pixels 16-23 pxCvt[3] = _mm256_cvtps_epi32(p[3]); // Convert floating-point to 32-bit integers for pixels 24-31 - px[0] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[0], 0), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ - px[1] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[1], 0), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ - px[2] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[2], 0), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ - px[3] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[3], 0), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ + px[0] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[0]), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ + px[1] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[1]), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ + px[2] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[2]), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ + px[3] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[3]), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ px[2] = _mm_packus_epi16(px[2], px[2]); /* pack pixels 16-31 */ __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); @@ -1527,7 +1527,7 @@ inline void rpp_load24_f32pkd3_to_f32pln3_avx(Rpp32f *srcPtr, __m256 *p) p[2] = _mm256_setr_m128(p128[2], p128[6]); } -inline void rpp_load24_f32pkd3_to_f16pln3_avx(Rpp16f *srcPtr, __m256 *p) +inline void rpp_load24_f16pkd3_to_f32pln3_avx(Rpp16f *srcPtr, __m256 *p) { __m128 p128[8]; p128[0] = _mm_cvtph_ps(_mm_castps_si128(_mm_loadu_ps(reinterpret_cast(srcPtr)))); diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 083c68bd7..539f6a63d 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -25,33 +25,37 @@ SOFTWARE. #include "rppdefs.h" #include "rpp_cpu_simd.hpp" #include "rpp_cpu_common.hpp" -#include #include +// Constants to represent the rain intensity for different data types +#define RAIN_INTENSITY_8U = 200; // Intensity value for Rpp8u +#define RAIN_INTENSITY_8S = 72; // Intensity value for Rpp8s +#define RAIN_INTENSITY_FLOAT = 200 * ONE_OVER_255; // Intensity value for Rpp32f and Rpp16f + template -inline void create_rain_layer(T *rainLayer, Rpp32u numDrops, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) +inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) { - // Choose the value based on the data type - T rainValue = std::is_same::value ? static_cast(200) : std::is_same::value ? static_cast(72) : static_cast(200 * ONE_OVER_255); + Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + std::srand(std::time(0)); + // Choose the rain intensity value based on the data type + T rainValue = std::is_same::value ? static_cast(RAIN_INTENSITY_8U) : + std::is_same::value ? static_cast(RAIN_INTENSITY_8S) : + static_cast(RAIN_INTENSITY_FLOAT); + Rpp32f slantPerDropLength = static_cast(slant) / dropLength; for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); Rpp32u yStart = rand() % (srcDescPtr->h - dropLength); - for (Rpp32u j = 0; j < dropLength; j++) // height - drop length + for (Rpp32u j = 0; j < dropLength; j++) { - Rpp32u x = xStart + j * slant / dropLength; + Rpp32u x = xStart + j * slantPerDropLength; Rpp32u y = yStart + j; - if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) + if ((x >= 0) && (x < srcDescPtr->w) && (y < srcDescPtr->h)) { - T *rainLayerTemp = rainLayer + y * srcDescPtr->strides.hStride + x * bufferMultiplier; - + T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; *rainLayerTemp = rainValue; - if (srcDescPtr->c > 1) - { - *(rainLayerTemp + srcDescPtr->strides.cStride) = rainValue; - *(rainLayerTemp + 2 * srcDescPtr->strides.cStride) = rainValue; - } } } } @@ -65,7 +69,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32s slant, - Rpp32f *alpha, + Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, RppLayoutParams layoutParams, @@ -74,12 +78,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; Rpp32u numThreads = handle.GetNumThreads(); - Rpp32f rainPercent = rainPercentage * 0.004f; - Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); - std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp8u)); - create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8u)); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -97,7 +98,8 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); dstPtrChannel = dstPtrImage; - __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + Rpp32f alpha = alphaValues[batchCount]; + __m256 pMul = _mm256_set1_ps(alpha); // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -121,19 +123,19 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { - __m256 p1[6], p2[6]; + __m256 p1[6], p2[2]; 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 + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 48; - srcPtr2Temp += 48; + srcPtr2Temp += 16; dstPtrTempR += 16; dstPtrTempG += 16; dstPtrTempB += 16; @@ -141,14 +143,14 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); - *dstPtrTempG++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); - *dstPtrTempB++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); + *dstPtrTempR++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0])))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[1]) * alpha + srcPtr1Temp[1])))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[2]) * alpha + srcPtr1Temp[2])))); srcPtr1Temp += 3; - srcPtr2Temp += 3; + srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -180,15 +182,15 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { - __m256 p1[6], p2[6]; + __m256 p1[6], p2[2]; 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 + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2TempR, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += 16; @@ -202,30 +204,23 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); - srcPtr1TempR++; - srcPtr2TempR++; - srcPtr1TempG++; - srcPtr2TempG++; - srcPtr1TempB++; - srcPtr2TempB++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); dstPtrTemp += 3; + srcPtr2TempR++; } 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; } } // Rain with fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - Rpp32u alignedLength = (bufferLength / 32) * 32; + Rpp32u alignedLength = (bufferLength / 48) * 48; Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -238,39 +233,38 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { - __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + __m256 p1[6], p2[2]; + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - rpp_simd_store(rpp_store32_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; - srcPtr2Temp += 32; - dstPtrTemp += 32; + srcPtr1Temp += 48; + srcPtr2Temp += 16; + dstPtrTemp += 48; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) @@ -300,23 +294,16 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, srcPtr1Temp += 32; srcPtr2Temp += 32; - dstPtrTemp += - 32; + dstPtrTemp += 32; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; - } + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; } } @@ -332,7 +319,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32s slant, - Rpp32f *alpha, + Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, RppLayoutParams layoutParams, @@ -341,12 +328,9 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; Rpp32u numThreads = handle.GetNumThreads(); - Rpp32f rainPercent = rainPercentage * 0.004f; - Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); Rpp32f *rainLayer = handle.GetInitHandle()->mem.mcpu.scratchBufferHost; std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp32f)); - create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -364,7 +348,8 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); dstPtrChannel = dstPtrImage; - __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + Rpp32f alpha = alphaValues[batchCount]; + __m256 pMul = _mm256_set1_ps(alpha); // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -388,16 +373,16 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { - __m256 p1[3], p2[3]; + __m256 p1[3], p2; 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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 24; - srcPtr2Temp += 24; + srcPtr2Temp += 8; dstPtrTempR += 8; dstPtrTempG += 8; dstPtrTempB += 8; @@ -405,17 +390,14 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR = RPPPIXELCHECKF32(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]); - *dstPtrTempG = RPPPIXELCHECKF32(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]); - *dstPtrTempB = RPPPIXELCHECKF32(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]); + *dstPtrTempR++ = RPPPIXELCHECKF32((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]); + *dstPtrTempG++ = RPPPIXELCHECKF32((*srcPtr2Temp - srcPtr1Temp[1]) * alpha + srcPtr1Temp[1]); + *dstPtrTempB++ = RPPPIXELCHECKF32((*srcPtr2Temp - srcPtr1Temp[2]) * alpha + srcPtr1Temp[2]); srcPtr1Temp += 3; - srcPtr2Temp += 3; - dstPtrTempR++; - dstPtrTempG++; - dstPtrTempB++; + srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -447,12 +429,12 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { - __m256 p1[3], p2[3]; + __m256 p1[3], p2; 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_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2TempR, &p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += 8; @@ -464,32 +446,25 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTemp += 24; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - dstPtrTemp[0] = RPPPIXELCHECKF32(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]); - dstPtrTemp[1] = RPPPIXELCHECKF32(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]); - dstPtrTemp[2] = RPPPIXELCHECKF32(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]); - srcPtr1TempR++; + dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++); + dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++); + dstPtrTemp[2] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++); srcPtr2TempR++; - srcPtr1TempG++; - srcPtr2TempG++; - srcPtr1TempB++; - 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; } } // Rain with fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - Rpp32u alignedLength = (bufferLength / 8) * 8; + Rpp32u alignedLength = (bufferLength / 24) * 24; Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -502,36 +477,35 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) { - __m256 p1, p2; - rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr1Temp, &p1); // simd loads + __m256 p1[3], p2; + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment - rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 8; + srcPtr1Temp += 24; srcPtr2Temp += 8; - dstPtrTemp += 8; + dstPtrTemp += 24; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); - srcPtr1Temp++; + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); srcPtr2Temp++; - dstPtrTemp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 8) * 8; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) @@ -563,12 +537,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp = RPPPIXELCHECKF32(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; - } + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++); srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; @@ -590,7 +559,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32s slant, - Rpp32f *alpha, + Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, RppLayoutParams layoutParams, @@ -599,12 +568,9 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; Rpp32u numThreads = handle.GetNumThreads(); - Rpp32f rainPercent = rainPercentage * 0.004f; - Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); Rpp16f *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp16f)); - create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -622,7 +588,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); dstPtrChannel = dstPtrImage; - __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + Rpp32f alpha = alphaValues[batchCount]; + __m256 pMul = _mm256_set1_ps(alpha); // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -646,16 +613,16 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) { - __m256 p1[3], p2[3]; - rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load24_f32pkd3_to_f16pln3_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + __m256 p1[3], p2; + rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 24; - srcPtr2Temp += 24; + srcPtr2Temp += 8; dstPtrTempR += 8; dstPtrTempG += 8; dstPtrTempB += 8; @@ -663,17 +630,14 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount]))); - *dstPtrTempG = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount]))); - *dstPtrTempB = static_cast(RPPPIXELCHECKF32(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount]))); + *dstPtrTempR++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); srcPtr1Temp += 3; - srcPtr2Temp += 3; - dstPtrTempR++; - dstPtrTempG++; - dstPtrTempB++; + srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -705,12 +669,12 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) { - __m256 p1[3], p2[3]; + __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr2TempR, srcPtr2TempG, srcPtr2TempB, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2TempR, &p2); // simd loads + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += 8; @@ -724,30 +688,23 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount]))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount]))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount]))); - srcPtr1TempR++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++))); srcPtr2TempR++; - srcPtr1TempG++; - srcPtr2TempG++; - srcPtr1TempB++; - 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; } } // Rain with fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - Rpp32u alignedLength = (bufferLength / 8) * 8; + Rpp32u alignedLength = (bufferLength / 24) * 24; Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -760,36 +717,35 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) { - __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads + __m256 p1[3], p2; + rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment - rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 8; + srcPtr1Temp += 24; srcPtr2Temp += 8; - dstPtrTemp += 8; + dstPtrTemp += 24; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); - srcPtr1Temp++; + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); srcPtr2Temp++; - dstPtrTemp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 8) * 8; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) @@ -821,12 +777,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp = static_cast(RPPPIXELCHECKF32(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount]))); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; - } + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; @@ -848,7 +799,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32s slant, - Rpp32f *alpha, + Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, RppLayoutParams layoutParams, @@ -857,12 +808,9 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, RpptROI roiDefault = {0, 0, (Rpp32s)srcDescPtr->w, (Rpp32s)srcDescPtr->h}; Rpp32u numThreads = handle.GetNumThreads(); - Rpp32f rainPercent = rainPercentage * 0.004f; - Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0x81, srcDescPtr->strides.nStride * sizeof(Rpp8s)); - create_rain_layer(rainLayer, numDrops, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -880,7 +828,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, srcPtrChannel = srcPtrImage + (roi.xywhROI.xy.y * srcDescPtr->strides.hStride) + (roi.xywhROI.xy.x * layoutParams.bufferMultiplier); dstPtrChannel = dstPtrImage; - __m256 pMul = _mm256_set1_ps(alpha[batchCount]); + Rpp32f alpha = alphaValues[batchCount]; + __m256 pMul = _mm256_set1_ps(alpha); // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) @@ -904,19 +853,19 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { - __m256 p1[6], p2[6]; + __m256 p1[6], p2[2]; 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 + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 48; - srcPtr2Temp += 48; + srcPtr2Temp += 16; dstPtrTempR += 16; dstPtrTempG += 16; dstPtrTempB += 16; @@ -924,17 +873,14 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTempR = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[0] * (1 - alpha[batchCount]) + srcPtr2Temp[0] * alpha[batchCount])))); - *dstPtrTempG = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[1] * (1 - alpha[batchCount]) + srcPtr2Temp[1] * alpha[batchCount])))); - *dstPtrTempB = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(srcPtr1Temp[2] * (1 - alpha[batchCount]) + srcPtr2Temp[2] * alpha[batchCount])))); + *dstPtrTempR++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0])))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[1]) * alpha + srcPtr1Temp[1])))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - srcPtr1Temp[2]) * alpha + srcPtr1Temp[2])))); srcPtr1Temp += 3; - srcPtr2Temp += 3; - dstPtrTempR++; - dstPtrTempG++; - dstPtrTempB++; + srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRowR += dstDescPtr->strides.hStride; dstPtrRowG += dstDescPtr->strides.hStride; dstPtrRowB += dstDescPtr->strides.hStride; @@ -966,15 +912,15 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #if __AVX2__ for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) { - __m256 p1[6], p2[6]; + __m256 p1[6], p2[2]; 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 + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2TempR, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[4], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[5], p1[5]), pMul, p1[5]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += 16; @@ -988,30 +934,23 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempR * (1 - alpha[batchCount]) + *srcPtr2TempR * alpha[batchCount])))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempG * (1 - alpha[batchCount]) + *srcPtr2TempG * alpha[batchCount])))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1TempB * (1 - alpha[batchCount]) + *srcPtr2TempB * alpha[batchCount])))); - srcPtr1TempR++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); srcPtr2TempR++; - srcPtr1TempG++; - srcPtr2TempG++; - srcPtr1TempB++; - 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; } } // Rain with fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - Rpp32u alignedLength = (bufferLength / 32) * 32; + Rpp32u alignedLength = (bufferLength / 48) * 48; Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -1024,39 +963,38 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) + for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) { - __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + __m256 p1[6], p2[2]; + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment - rpp_simd_store(rpp_store32_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; - srcPtr2Temp += 32; - dstPtrTemp += 32; + srcPtr1Temp += 48; + srcPtr2Temp += 16; + dstPtrTemp += 48; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) + for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + *srcPtr2Temp++; } srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->w; dstPtrRow += dstDescPtr->strides.hStride; } - srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { Rpp32u alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) @@ -1090,12 +1028,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast(*srcPtr1Temp * (1 - alpha[batchCount]) + *srcPtr2Temp * alpha[batchCount])))); - srcPtr1Temp++; - srcPtr2Temp++; - dstPtrTemp++; - } + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index a9eb7dd93..5d4e82ce5 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -1,6 +1,11 @@ #include #include "rpp_hip_common.hpp" +// Constants to represent the rain intensity for different data types +#define RAIN_INTENSITY_8U = 200; // Intensity value for Rpp8u +#define RAIN_INTENSITY_8S = 72; // Intensity value for Rpp8s +#define RAIN_INTENSITY_FLOAT = 200 * ONE_OVER_255; // Intensity value for Rpp32f and Rpp16f + __device__ __forceinline__ void rain_hip_compute(d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) { dst_f8->f4[0] = (src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]; @@ -190,34 +195,23 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, initValue = static_cast(0x81); } std::memset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); + // Choose the rain intensity value based on the data type + T rainValue = std::is_same::value ? static_cast(RAIN_INTENSITY_8U) : + std::is_same::value ? static_cast(RAIN_INTENSITY_8S) : + static_cast(RAIN_INTENSITY_FLOAT); + Rpp32f slantPerDropLength = static_cast(slant) / dropLength; for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); for (Rpp32u j = 0; j < rainHeight; j++) { - Rpp32u x = xStart + j * slant / rainHeight; + Rpp32u x = xStart + j * slantPerDropLength; Rpp32u y = yStart + j; if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; - - // Conditionally assign rain value based on type T - T rainValue; - if constexpr (std::is_same::value) - { - rainValue = static_cast(200); - } - else if constexpr (std::is_same::value) - { - rainValue = static_cast(72); - } - else - { - rainValue = static_cast(200 * ONE_OVER_255); - } - *rainLayerTemp = rainValue; } } From 8a8ab594e9d456a552b5bcfe286ffec5f1dbf3bf Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 2 Sep 2024 04:26:57 +0000 Subject: [PATCH 11/22] Add Rain compute function --- src/include/cpu/rpp_cpu_common.hpp | 25 ++++++++ src/modules/cpu/kernel/rain.hpp | 98 ++++++------------------------ src/modules/hip/kernel/rain.hpp | 6 +- 3 files changed, 45 insertions(+), 84 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 899aee456..6227c561e 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -6557,4 +6557,29 @@ inline void compute_transpose4x8_avx(__m256 *pSrc, __m128 *pDst) pDst[7] = _mm256_extractf128_ps(pSrc[3], 1); /* extract [P08|P16|P24|P32] */ } +inline void compute_rain_48_host(__m256 *p1, __m256 *p2, __m256 pMul) +{ + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment + p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment + p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment +} + +inline void compute_rain_24_host(__m256 *p1, __m256 p2, __m256 pMul) +{ + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment +} + +inline void compute_rain_32_host(__m256 *p1, __m256 *p2, __m256 pMul) +{ + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment + p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment +} + #endif //RPP_CPU_COMMON_H diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 539f6a63d..bd8212779 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -28,9 +28,9 @@ SOFTWARE. #include // Constants to represent the rain intensity for different data types -#define RAIN_INTENSITY_8U = 200; // Intensity value for Rpp8u -#define RAIN_INTENSITY_8S = 72; // Intensity value for Rpp8s -#define RAIN_INTENSITY_FLOAT = 200 * ONE_OVER_255; // Intensity value for Rpp32f and Rpp16f +#define RAIN_INTENSITY_8U 200 // Intensity value for Rpp8u +#define RAIN_INTENSITY_8S 72 // Intensity value for Rpp8s +#define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f template inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) @@ -126,13 +126,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment - + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 48; srcPtr2Temp += 16; @@ -185,14 +179,8 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2TempR, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 16; srcPtr1TempG += 16; srcPtr1TempB += 16; @@ -238,14 +226,8 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 48; srcPtr2Temp += 16; dstPtrTemp += 48; @@ -286,12 +268,8 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, __m256 p1[4], p2[4]; rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + compute_rain_32_host(p1, p2, pMul); rpp_simd_store(rpp_store32_f32_to_u8_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; srcPtr2Temp += 32; dstPtrTemp += 32; @@ -376,10 +354,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment - + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 24; srcPtr2Temp += 8; @@ -432,11 +407,8 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2TempR, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 8; srcPtr1TempG += 8; srcPtr1TempB += 8; @@ -482,11 +454,8 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 24; srcPtr2Temp += 8; dstPtrTemp += 24; @@ -530,7 +499,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += 8; srcPtr2Temp += 8; dstPtrTemp += 8; @@ -616,10 +584,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment - + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 24; srcPtr2Temp += 8; @@ -672,11 +637,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2TempR, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 8; srcPtr1TempG += 8; srcPtr1TempB += 8; @@ -722,11 +684,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment + compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 24; srcPtr2Temp += 8; dstPtrTemp += 24; @@ -770,7 +729,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += 8; srcPtr2Temp += 8; dstPtrTemp += 8; @@ -856,13 +814,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment - + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += 48; srcPtr2Temp += 16; @@ -915,14 +867,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2TempR, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 16; srcPtr1TempG += 16; srcPtr1TempB += 16; @@ -968,14 +914,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[3]), pMul, p1[3]); // alpha-blending adjustment - p1[4] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[4]), pMul, p1[4]); // alpha-blending adjustment - p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment + compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 48; srcPtr2Temp += 16; dstPtrTemp += 48; @@ -1016,12 +956,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, __m256 p1[4], p2[4]; rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2[2], p1[2]), pMul, p1[2]); // alpha-blending adjustment - p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment + compute_rain_32_host(p1, p2, pMul); rpp_simd_store(rpp_store32_f32_to_i8_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; srcPtr2Temp += 32; dstPtrTemp += 32; diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 5d4e82ce5..f7f2a59f7 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -2,9 +2,9 @@ #include "rpp_hip_common.hpp" // Constants to represent the rain intensity for different data types -#define RAIN_INTENSITY_8U = 200; // Intensity value for Rpp8u -#define RAIN_INTENSITY_8S = 72; // Intensity value for Rpp8s -#define RAIN_INTENSITY_FLOAT = 200 * ONE_OVER_255; // Intensity value for Rpp32f and Rpp16f +#define RAIN_INTENSITY_8U 200 // Intensity value for Rpp8u +#define RAIN_INTENSITY_8S 72 // Intensity value for Rpp8s +#define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f __device__ __forceinline__ void rain_hip_compute(d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) { From 000ab57dee8dfb84886087058c62c370e0f63135 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 2 Sep 2024 05:22:55 +0000 Subject: [PATCH 12/22] Add version changes and Resolve review comments --- CHANGELOG.md | 8 +- CMakeLists.txt | 2 +- include/rpp_version.h | 2 +- include/rppt_tensor_effects_augmentations.h | 2 + src/modules/cpu/kernel/rain.hpp | 283 +++++++++----------- src/modules/hip/kernel/rain.hpp | 10 +- 6 files changed, 144 insertions(+), 163 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 214fed30c..3e7259585 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,7 +2,13 @@ Full documentation for RPP is available at [https://rocm.docs.amd.com/projects/rpp/en/latest](https://rocm.docs.amd.com/projects/rpp/en/latest) -## RPP 1.9.0 (Unreleased) +## RPP 1.13.0 (Unreleased) + +### Changes + +* RPP Tensor Rain support on HOST and HIP + +## RPP 1.9.0 (Unreleased) ### Changes diff --git a/CMakeLists.txt b/CMakeLists.txt index 15e1a4081..cb4572b68 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -29,7 +29,7 @@ endif() set(CMAKE_CXX_STANDARD 17) # RPP Version -set(VERSION "1.9.0") +set(VERSION "1.13.0") # Set Project Version and Language project(rpp VERSION ${VERSION} LANGUAGES CXX) diff --git a/include/rpp_version.h b/include/rpp_version.h index a18af3ff0..a7c7a708b 100644 --- a/include/rpp_version.h +++ b/include/rpp_version.h @@ -39,7 +39,7 @@ extern "C" { #endif // NOTE: Match the version with CMakelists.txt version #define RPP_VERSION_MAJOR 1 -#define RPP_VERSION_MINOR 9 +#define RPP_VERSION_MINOR 13 #define RPP_VERSION_PATCH 0 #ifdef __cplusplus } diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index f76035472..90fd016b0 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -643,6 +643,7 @@ RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP /*! \brief Rain augmentation on HOST backend for a NCHW/NHWC layout tensor * \details The rain augmentation simulates a rain effect for a batch of RGB (3-channel) / greyscale (1-channel) images with an NHWC/NCHW tensor layout.
+ * NOTE: This augmentation gives a more realistic Rain output when all images in a batch are of similar / same sizes
* - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be the same depth as srcPtr. * \image html img150x150.png Sample Input @@ -668,6 +669,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt #ifdef GPU_SUPPORT /*! \brief Rain augmentation on HIP backend for a NCHW/NHWC layout tensor * \details The rain augmentation simulates a rain effect for a batch of RGB (3-channel) / greyscale (1-channel) images with an NHWC/NCHW tensor layout.
+ * NOTE: This augmentation gives a more realistic Rain output when all images in a batch are of similar / same sizes
* - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be the same depth as srcPtr. * \image html img150x150.png Sample Input diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index bd8212779..698de2220 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -100,11 +100,13 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp32f alpha = alphaValues[batchCount]; __m256 pMul = _mm256_set1_ps(alpha); + Rpp32u vectorIncrement = 48; + Rpp32u vectorIncrementPerChannel = 16; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -121,18 +123,18 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTempB = dstPtrRowB; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores - srcPtr1Temp += 48; - srcPtr2Temp += 16; - dstPtrTempR += 16; - dstPtrTempG += 16; - dstPtrTempB += 16; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -153,62 +155,54 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + Rpp8u *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; - srcPtr2RowR = rainLayer; - srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; - srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTemp; srcPtr1TempR = srcPtr1RowR; srcPtr1TempG = srcPtr1RowG; srcPtr1TempB = srcPtr1RowB; - srcPtr2TempR = srcPtr2RowR; - srcPtr2TempG = srcPtr2RowG; - srcPtr2TempB = srcPtr2RowB; + srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2TempR, p2); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 16; - srcPtr1TempG += 16; - srcPtr1TempB += 16; - srcPtr2TempR += 16; - srcPtr2TempG += 16; - srcPtr2TempB += 16; - dstPtrTemp += 48; + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); + dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); dstPtrTemp += 3; - srcPtr2TempR++; + srcPtr2Temp++; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; - srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } } // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -221,16 +215,16 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 48; - srcPtr2Temp += 16; - dstPtrTemp += 48; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -248,7 +242,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, // Rain without fused output-layout toggle (NCHW -> NCHW) else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / 32) * 32; + alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -328,11 +322,13 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32f alpha = alphaValues[batchCount]; __m256 pMul = _mm256_set1_ps(alpha); + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -349,18 +345,18 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTempB = dstPtrRowB; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores - srcPtr1Temp += 24; - srcPtr2Temp += 8; - dstPtrTempR += 8; - dstPtrTempG += 8; - dstPtrTempB += 8; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -381,62 +377,54 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + Rpp32f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; - srcPtr2RowR = rainLayer; - srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; - srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp32f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + Rpp32f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTemp; srcPtr1TempR = srcPtr1RowR; srcPtr1TempG = srcPtr1RowG; srcPtr1TempB = srcPtr1RowB; - srcPtr2TempR = srcPtr2RowR; - srcPtr2TempG = srcPtr2RowG; - srcPtr2TempB = srcPtr2RowB; + srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2TempR, &p2); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 8; - srcPtr1TempG += 8; - srcPtr1TempB += 8; - srcPtr2TempR += 8; - srcPtr2TempG += 8; - srcPtr2TempB += 8; - dstPtrTemp += 24; + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++); - dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++); - dstPtrTemp[2] = RPPPIXELCHECKF32((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++); - srcPtr2TempR++; + dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++); + dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++); + dstPtrTemp[2] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++); + srcPtr2Temp++; dstPtrTemp += 3; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; - srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } } // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -449,16 +437,16 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 24; - srcPtr2Temp += 8; - dstPtrTemp += 24; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -476,7 +464,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, // Rain without fused output-layout toggle (NCHW -> NCHW) else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / 8) * 8; + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -492,16 +480,16 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1, p2; 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += 8; - srcPtr2Temp += 8; - dstPtrTemp += 8; + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) @@ -511,7 +499,6 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; } } @@ -558,11 +545,13 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp32f alpha = alphaValues[batchCount]; __m256 pMul = _mm256_set1_ps(alpha); + Rpp32u vectorIncrement = 24; + Rpp32u vectorIncrementPerChannel = 8; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; // Rain with fused output-layout toggle (NHWC -> NCHW) if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / 24) * 24; Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -579,18 +568,18 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTempB = dstPtrRowB; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores - srcPtr1Temp += 24; - srcPtr2Temp += 8; - dstPtrTempR += 8; - dstPtrTempG += 8; - dstPtrTempB += 8; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -611,62 +600,54 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + Rpp16f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; - srcPtr2RowR = rainLayer; - srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; - srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp16f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + Rpp16f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTemp; srcPtr1TempR = srcPtr1RowR; srcPtr1TempG = srcPtr1RowG; srcPtr1TempB = srcPtr1RowB; - srcPtr2TempR = srcPtr2RowR; - srcPtr2TempG = srcPtr2RowG; - srcPtr2TempB = srcPtr2RowB; + srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2TempR, &p2); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 8; - srcPtr1TempG += 8; - srcPtr1TempB += 8; - srcPtr2TempR += 8; - srcPtr2TempG += 8; - srcPtr2TempB += 8; - dstPtrTemp += 24; + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++))); - srcPtr2TempR++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++))); + srcPtr2Temp++; dstPtrTemp += 3; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; - srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } } // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -679,16 +660,16 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 24) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 24; - srcPtr2Temp += 8; - dstPtrTemp += 24; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -706,7 +687,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, // Rain without fused output-layout toggle (NCHW -> NCHW) else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / 8) * 8; + Rpp32u alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -722,16 +703,16 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 8) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1, p2; rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += 8; - srcPtr2Temp += 8; - dstPtrTemp += 8; + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) @@ -741,7 +722,6 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; } } @@ -788,11 +768,13 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp32f alpha = alphaValues[batchCount]; __m256 pMul = _mm256_set1_ps(alpha); + Rpp32u vectorIncrement = 48; + Rpp32u vectorIncrementPerChannel = 16; + Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -809,18 +791,18 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTempB = dstPtrRowB; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores - srcPtr1Temp += 48; - srcPtr2Temp += 16; - dstPtrTempR += 16; - dstPtrTempG += 16; - dstPtrTempB += 16; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -841,62 +823,54 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, // Rain 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 *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2RowR, *srcPtr2RowG, *srcPtr2RowB, *dstPtrRow; + Rpp8s *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRow; srcPtr1RowR = srcPtrChannel; srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; - srcPtr2RowR = rainLayer; - srcPtr2RowG = srcPtr2RowR + srcDescPtr->strides.cStride; - srcPtr2RowB = srcPtr2RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; dstPtrRow = dstPtrChannel; for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp8s *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2TempR, *srcPtr2TempG, *srcPtr2TempB, *dstPtrTemp; + Rpp8s *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTemp; srcPtr1TempR = srcPtr1RowR; srcPtr1TempG = srcPtr1RowG; srcPtr1TempB = srcPtr1RowB; - srcPtr2TempR = srcPtr2RowR; - srcPtr2TempG = srcPtr2RowG; - srcPtr2TempB = srcPtr2RowB; + srcPtr2Temp = srcPtr2Row; dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 16) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2TempR, p2); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1TempR += 16; - srcPtr1TempG += 16; - srcPtr1TempB += 16; - srcPtr2TempR += 16; - srcPtr2TempG += 16; - srcPtr2TempB += 16; - dstPtrTemp += 48; + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2TempR - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); - srcPtr2TempR++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); + srcPtr2Temp++; dstPtrTemp += 3; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; srcPtr1RowB += srcDescPtr->strides.hStride; - srcPtr2RowR += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; } } // Rain 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 *srcPtr1Row, *srcPtr2Row, *dstPtrRow; srcPtr1Row = srcPtrChannel; srcPtr2Row = rainLayer; @@ -909,16 +883,16 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrTemp = dstPtrRow; Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 48) + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 48; - srcPtr2Temp += 16; - dstPtrTemp += 48; + srcPtr1Temp += vectorIncrement; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrement; } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) @@ -936,7 +910,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, // Rain without fused output-layout toggle (NCHW -> NCHW) else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / 32) * 32; + alignedLength = (bufferLength / 32) * 32; for(Rpp32u c = 0; c < layoutParams.channelParam; c++) { Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -970,7 +944,6 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } srcPtrChannel += srcDescPtr->strides.cStride; - rainLayer += srcDescPtr->strides.cStride; dstPtrChannel += dstDescPtr->strides.cStride; } } diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index f7f2a59f7..99078bb50 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -35,7 +35,7 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (maskid_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x; - float4 alpha_f4 = (float4)alpha[id_z]; + float4 alpha_f4 = static_castalpha[id_z]; d_float24 src1_f24, dst_f24; d_float8 src2_f8; @@ -71,7 +71,7 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, uint srcIdx2 = ((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 alpha_f4 = (float4)(alpha[id_z]); + float4 alpha_f4 = static_cast(alpha[id_z]); d_float8 src1_f8, src2_f8, dst_f8; @@ -120,7 +120,7 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; - float4 alpha_f4 = (float4)alpha[id_z]; + float4 alpha_f4 = static_castalpha[id_z]; d_float24 src1_f24, dst_f24; d_float8 src2_f8; @@ -155,7 +155,7 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, uint srcIdx2 = ((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 alpha_f4 = (float4)(alpha[id_z]); + float4 alpha_f4 = static_cast(alpha[id_z]); d_float24 src1_f24, dst_f24; d_float8 src2_f8; @@ -192,7 +192,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, T initValue = 0; if constexpr (std::is_same::value) { - initValue = static_cast(0x81); + initValue = static_cast(0x81); // 0x81 represents -127 in signed 8-bit integer(Rpp8s). } std::memset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); // Choose the rain intensity value based on the data type From 6aac89ce092590f565128bf0fd6a366fbc79140e Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 2 Sep 2024 09:33:53 +0000 Subject: [PATCH 13/22] fix build warnings --- include/rppt_tensor_effects_augmentations.h | 2 +- src/modules/cpu/kernel/rain.hpp | 98 ++++++++++++++------- src/modules/hip/kernel/rain.hpp | 3 - 3 files changed, 66 insertions(+), 37 deletions(-) diff --git a/include/rppt_tensor_effects_augmentations.h b/include/rppt_tensor_effects_augmentations.h index 90fd016b0..38e924335 100644 --- a/include/rppt_tensor_effects_augmentations.h +++ b/include/rppt_tensor_effects_augmentations.h @@ -682,7 +682,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * \param [in] rainWidth Width of the rain drops in pixels * \param [in] rainHeight Height of the rain drops in pixels * \param [in] slant Slant of the rain drops in pixels (positive value for right slant, negative for left slant) - * \param [in] alpha An array of alpha blending values in pinned memory, used for each image in the batch. + * \param [in] alpha An array of alpha blending values in pinned / HIP memory, used for each image in the batch. * \param [in] roiTensorPtrSrc 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) * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 698de2220..ac6a7b649 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -187,11 +187,14 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); + dstPtrTemp[0] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB)))); dstPtrTemp += 3; srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; @@ -229,10 +232,11 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *srcPtr2Temp++; + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 1)) * alpha + *(srcPtr1Temp + 1))))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 2)) * alpha + *(srcPtr1Temp + 2))))); + srcPtr2Temp++; + srcPtr1Temp += 3; } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->w; @@ -270,7 +274,11 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + srcPtr1Temp++; + srcPtr2Temp++; + } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; @@ -409,11 +417,14 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++); - dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++); - dstPtrTemp[2] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++); - srcPtr2Temp++; + dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR); + dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG); + dstPtrTemp[2] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB); dstPtrTemp += 3; + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; @@ -451,10 +462,11 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); - *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); - *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++); + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp); + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *(srcPtr1Temp + 1)) * alpha + *(srcPtr1Temp + 1)); + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *(srcPtr1Temp + 2)) * alpha + *(srcPtr1Temp + 2)); srcPtr2Temp++; + srcPtr1Temp += 3; } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->w; @@ -493,7 +505,11 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++); + { + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp); + srcPtr1Temp++; + srcPtr2Temp++; + } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; @@ -632,11 +648,14 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++))); - srcPtr2Temp++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB))); dstPtrTemp += 3; + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; @@ -674,10 +693,11 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 1)) * alpha + *(srcPtr1Temp + 1)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 2)) * alpha + *(srcPtr1Temp + 2)))); srcPtr2Temp++; + srcPtr1Temp += 3; } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->w; @@ -716,7 +736,11 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++))); + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp))); + srcPtr1Temp++; + srcPtr2Temp++; + } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; @@ -855,11 +879,14 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) { - dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR++)))); - dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG++)))); - dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB++)))); - srcPtr2Temp++; + dstPtrTemp[0] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR)))); + dstPtrTemp[1] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG)))); + dstPtrTemp[2] = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB)))); dstPtrTemp += 3; + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; } srcPtr1RowR += srcDescPtr->strides.hStride; srcPtr1RowG += srcDescPtr->strides.hStride; @@ -897,10 +924,11 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, #endif for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { - *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); - *srcPtr2Temp++; + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 1)) * alpha + *(srcPtr1Temp + 1))))); + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *(srcPtr1Temp + 2)) * alpha + *(srcPtr1Temp + 2))))); + srcPtr2Temp++; + srcPtr1Temp += 3; } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->w; @@ -938,7 +966,11 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, } #endif for (; vectorLoopCount < bufferLength; vectorLoopCount++) - *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp++ - *srcPtr1Temp) * alpha + *srcPtr1Temp++)))); + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + srcPtr1Temp++; + srcPtr2Temp++; + } srcPtr1Row += srcDescPtr->strides.hStride; srcPtr2Row += srcDescPtr->strides.hStride; dstPtrRow += dstDescPtr->strides.hStride; diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 99078bb50..69e558dc5 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -74,7 +74,6 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, float4 alpha_f4 = static_cast(alpha[id_z]); d_float8 src1_f8, src2_f8, dst_f8; - rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); @@ -121,7 +120,6 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; float4 alpha_f4 = static_castalpha[id_z]; - d_float24 src1_f24, dst_f24; d_float8 src2_f8; @@ -156,7 +154,6 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; float4 alpha_f4 = static_cast(alpha[id_z]); - d_float24 src1_f24, dst_f24; d_float8 src2_f8; From 21aaa2c0c51c089b8879ca505186867f13dcfa6e Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Mon, 2 Sep 2024 18:42:41 +0000 Subject: [PATCH 14/22] Fix the outputs of f16 toggle variants --- src/modules/cpu/kernel/rain.hpp | 6 ++-- src/modules/hip/kernel/rain.hpp | 57 +++++++++++++++++++++------------ 2 files changed, 39 insertions(+), 24 deletions(-) diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index ac6a7b649..8ea87697e 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -415,7 +415,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrTemp += vectorIncrement; } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) + for (; vectorLoopCount < bufferLength; vectorLoopCount++) { dstPtrTemp[0] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR); dstPtrTemp[1] = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG); @@ -601,8 +601,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, for (; vectorLoopCount < bufferLength; vectorLoopCount += 3) { *dstPtrTempR++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); - *dstPtrTempG++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); - *dstPtrTempB++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[0]) * alpha + srcPtr1Temp[0]))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[1]) * alpha + srcPtr1Temp[1]))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - srcPtr1Temp[2]) * alpha + srcPtr1Temp[2]))); srcPtr1Temp += 3; srcPtr2Temp++; } diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 69e558dc5..73632382a 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -6,10 +6,28 @@ #define RAIN_INTENSITY_8S 72 // Intensity value for Rpp8s #define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f -__device__ __forceinline__ void rain_hip_compute(d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) +__device__ __forceinline__ void rain_hip_compute(uchar *srcPtr, d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) { - dst_f8->f4[0] = (src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]; - dst_f8->f4[1] = (src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1]; + dst_f8->f4[0] = rpp_hip_pixel_check_0to255((src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]); + dst_f8->f4[1] = rpp_hip_pixel_check_0to255((src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1]); +} + +__device__ __forceinline__ void rain_hip_compute(float *srcPtr, d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) +{ + dst_f8->f4[0] = rpp_hip_pixel_check_0to1((src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]); + dst_f8->f4[1] = rpp_hip_pixel_check_0to1((src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1]); +} + +__device__ __forceinline__ void rain_hip_compute(schar *srcPtr, d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) +{ + dst_f8->f4[0] = rpp_hip_pixel_check_0to255((src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0] + (float4)128) - (float4)128; + dst_f8->f4[1] = rpp_hip_pixel_check_0to255((src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1] + (float4)128) - (float4)128; +} + +__device__ __forceinline__ void rain_hip_compute(half *srcPtr, d_float8 *src1_f8, d_float8 *src2_f8, d_float8 *dst_f8, float4 *alpha_f4) +{ + dst_f8->f4[0] = rpp_hip_pixel_check_0to1((src2_f8->f4[0] - src1_f8->f4[0]) * *alpha_f4 + src1_f8->f4[0]); + dst_f8->f4[1] = rpp_hip_pixel_check_0to1((src2_f8->f4[1] - src1_f8->f4[1]) * *alpha_f4 + src1_f8->f4[1]); } template @@ -35,16 +53,16 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (maskid_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x; - float4 alpha_f4 = static_castalpha[id_z]; + float4 alpha_f4 = static_cast(alpha[id_z]); d_float24 src1_f24, dst_f24; d_float8 src2_f8; rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); - rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); - rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); - rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); } @@ -72,27 +90,24 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; float4 alpha_f4 = static_cast(alpha[id_z]); - d_float8 src1_f8, src2_f8, dst_f8; rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); - rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); if (channelsDst == 3) { srcIdx1 += srcStridesNCH.y; dstIdx += dstStridesNCH.y; - rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); - rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); srcIdx1 += srcStridesNCH.y; dstIdx += dstStridesNCH.y; - rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); - rain_hip_compute(&src1_f8, &src2_f8, &dst_f8, &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); } } @@ -119,15 +134,15 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); uint dstIdx = (id_z * dstStridesNCH.x) + (id_y * dstStridesNCH.z) + id_x; - float4 alpha_f4 = static_castalpha[id_z]; + float4 alpha_f4 = static_cast(alpha[id_z]); d_float24 src1_f24, dst_f24; d_float8 src2_f8; rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); - rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); - rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); - rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); rpp_hip_pack_float24_pln3_and_store24_pln3(dstPtr + dstIdx, dstStridesNCH.y, &dst_f24); } @@ -159,9 +174,9 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, srcStridesNCH.y, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); - rain_hip_compute(&src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); - rain_hip_compute(&src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); - rain_hip_compute(&src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[1], &src2_f8, &dst_f24.f8[1], &alpha_f4); + rain_hip_compute(srcPtr1, &src1_f24.f8[2], &src2_f8, &dst_f24.f8[2], &alpha_f4); rpp_hip_pack_float24_pln3_and_store24_pkd3(dstPtr + dstIdx, &dst_f24); } @@ -196,7 +211,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, T rainValue = std::is_same::value ? static_cast(RAIN_INTENSITY_8U) : std::is_same::value ? static_cast(RAIN_INTENSITY_8S) : static_cast(RAIN_INTENSITY_FLOAT); - Rpp32f slantPerDropLength = static_cast(slant) / dropLength; + Rpp32f slantPerDropLength = static_cast(slant) / rainHeight; for (Rpp32u i = 0; i < numDrops; i++) { Rpp32u xStart = rand() % (srcDescPtr->w - slant); From fdd622dc2dcd8a946a30bfb08feb7746b3f3782c Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Tue, 3 Sep 2024 03:28:14 +0000 Subject: [PATCH 15/22] Revert Rain width changes --- src/modules/cpu/kernel/rain.hpp | 13 +++++++------ src/modules/hip/kernel/rain.hpp | 3 ++- 2 files changed, 9 insertions(+), 7 deletions(-) diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 8ea87697e..60d22053b 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -33,7 +33,7 @@ SOFTWARE. #define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f template -inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u bufferMultiplier) +inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u rainWidth, Rpp32u bufferMultiplier) { Rpp32f rainPercent = rainPercentage * 0.004f; Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); @@ -55,7 +55,8 @@ inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr s if ((x >= 0) && (x < srcDescPtr->w) && (y < srcDescPtr->h)) { T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; - *rainLayerTemp = rainValue; + for (int k = 0; k < rainWidth; k++) + *(rainLayerTemp + k * srcDescPtr->strides.wStride) = rainValue; } } } @@ -80,7 +81,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8u)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -310,7 +311,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32f *rainLayer = handle.GetInitHandle()->mem.mcpu.scratchBufferHost; std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp32f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -541,7 +542,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp16f *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp16f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -772,7 +773,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0x81, srcDescPtr->strides.nStride * sizeof(Rpp8s)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 73632382a..751a656da 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -224,7 +224,8 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; - *rainLayerTemp = rainValue; + for (int k = 0; k < rainWidth; k++) + *(rainLayerTemp + k * srcDescPtr->strides.wStride) = rainValue; } } } From 655d8419eec2d0cbb63388e04932cb9adb87fde6 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Tue, 3 Sep 2024 06:45:51 +0000 Subject: [PATCH 16/22] Fix pln3 outputs for u8 and i8 bitdepths --- src/include/cpu/rpp_cpu_simd.hpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index bfd04ae61..309a9f98c 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1466,7 +1466,7 @@ inline void rpp_store32_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) px[2] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[2]), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ px[3] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[3]), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ - px[2] = _mm_packus_epi16(px[2], px[2]); /* pack pixels 16-31 */ + px[2] = _mm_packus_epi16(px[2], px[3]); /* pack pixels 16-31 */ __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); _mm256_storeu_si256((__m256i *)dstPtr, packedPx); } @@ -1973,7 +1973,7 @@ inline void rpp_store32_f32_to_i8_avx(Rpp8s *dstPtr, __m256 *p) px[2] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[2], 0), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ px[3] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[3], 0), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ - px[2] = _mm_packus_epi16(px[2], px[2]); /* pack pixels 16-31 */ + px[2] = _mm_packus_epi16(px[2], px[3]); /* pack pixels 16-31 */ __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); packedPx = _mm256_sub_epi8(packedPx, avx_pxConvertI8); _mm256_storeu_si256((__m256i *)dstPtr, packedPx); From 9003435513a37ff025b29cd81f10af31b01473bc Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Wed, 4 Sep 2024 11:45:48 +0000 Subject: [PATCH 17/22] Resolve review comments --- src/include/cpu/rpp_cpu_common.hpp | 18 ++++----- src/modules/hip/kernel/rain.hpp | 47 ++++++++++------------- utilities/test_suite/HIP/Tensor_hip.cpp | 6 +-- utilities/test_suite/HOST/Tensor_host.cpp | 2 +- 4 files changed, 34 insertions(+), 39 deletions(-) diff --git a/src/include/cpu/rpp_cpu_common.hpp b/src/include/cpu/rpp_cpu_common.hpp index 4bf8bb3fa..458a4c547 100644 --- a/src/include/cpu/rpp_cpu_common.hpp +++ b/src/include/cpu/rpp_cpu_common.hpp @@ -6563,7 +6563,7 @@ inline void compute_transpose4x8_avx(__m256 *pSrc, __m128 *pDst) pDst[7] = _mm256_extractf128_ps(pSrc[3], 1); /* extract [P08|P16|P24|P32] */ } -inline void compute_rain_48_host(__m256 *p1, __m256 *p2, __m256 pMul) +inline void compute_rain_48_host(__m256 *p1, __m256 *p2, __m256 &pMul) { p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment @@ -6573,14 +6573,7 @@ inline void compute_rain_48_host(__m256 *p1, __m256 *p2, __m256 pMul) p1[5] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[5]), pMul, p1[5]); // alpha-blending adjustment } -inline void compute_rain_24_host(__m256 *p1, __m256 p2, __m256 pMul) -{ - p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment - p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment - p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment -} - -inline void compute_rain_32_host(__m256 *p1, __m256 *p2, __m256 pMul) +inline void compute_rain_32_host(__m256 *p1, __m256 *p2, __m256 &pMul) { p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2[0], p1[0]), pMul, p1[0]); // alpha-blending adjustment p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2[1], p1[1]), pMul, p1[1]); // alpha-blending adjustment @@ -6588,4 +6581,11 @@ inline void compute_rain_32_host(__m256 *p1, __m256 *p2, __m256 pMul) p1[3] = _mm256_fmadd_ps(_mm256_sub_ps(p2[3], p1[3]), pMul, p1[3]); // alpha-blending adjustment } +inline void compute_rain_24_host(__m256 *p1, __m256 p2, __m256 &pMul) +{ + p1[0] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[0]), pMul, p1[0]); // alpha-blending adjustment + p1[1] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[1]), pMul, p1[1]); // alpha-blending adjustment + p1[2] = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1[2]), pMul, p1[2]); // alpha-blending adjustment +} + #endif //RPP_CPU_COMMON_H diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 751a656da..7f78a9748 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -39,8 +39,7 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, float *alpha, RpptROIPtr roiTensorPtrSrc) { - int id_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 24; - int maskid_x = (hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x) * 8; + 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; @@ -49,15 +48,13 @@ __global__ void rain_pkd_hip_tensor(T *srcPtr1, return; } - uint srcIdx1 = (id_z * srcStridesNHW.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.y) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x * 3); - uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (maskid_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); - uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x; + uint srcIdx1 = (id_z * srcStridesNHW.x) + ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.y) + ((id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x) * 3); + uint srcIdx2 = ((id_y + roiTensorPtrSrc[id_z].xywhROI.xy.y) * srcStridesNHW.z) + (id_x + roiTensorPtrSrc[id_z].xywhROI.xy.x); + uint dstIdx = (id_z * dstStridesNH.x) + (id_y * dstStridesNH.y) + id_x * 3; float4 alpha_f4 = static_cast(alpha[id_z]); - d_float24 src1_f24, dst_f24; d_float8 src2_f8; - rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); @@ -103,7 +100,6 @@ __global__ void rain_pln_hip_tensor(T *srcPtr1, rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); rain_hip_compute(srcPtr1, &src1_f8, &src2_f8, &dst_f8, &alpha_f4); rpp_hip_pack_float8_and_store8(dstPtr + dstIdx, &dst_f8); - srcIdx1 += srcStridesNCH.y; dstIdx += dstStridesNCH.y; rpp_hip_load8_and_unpack_to_float8(srcPtr1 + srcIdx1, &src1_f8); @@ -137,7 +133,6 @@ __global__ void rain_pkd3_pln3_hip_tensor(T *srcPtr1, float4 alpha_f4 = static_cast(alpha[id_z]); d_float24 src1_f24, dst_f24; d_float8 src2_f8; - rpp_hip_load24_pkd3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); @@ -171,7 +166,6 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, float4 alpha_f4 = static_cast(alpha[id_z]); d_float24 src1_f24, dst_f24; d_float8 src2_f8; - rpp_hip_load24_pln3_and_unpack_to_float24_pln3(srcPtr1 + srcIdx1, srcStridesNCH.y, &src1_f24); rpp_hip_load8_and_unpack_to_float8(srcPtr2 + srcIdx2, &src2_f8); rain_hip_compute(srcPtr1, &src1_f24.f8[0], &src2_f8, &dst_f24.f8[0], &alpha_f4); @@ -181,7 +175,7 @@ __global__ void rain_pln3_pkd3_hip_tensor(T *srcPtr1, } template -RppStatus hip_exec_rain_tensor(T *srcPtr1, +RppStatus hip_exec_rain_tensor(T *srcPtr, RpptDescPtr srcDescPtr, T *dstPtr, RpptDescPtr dstDescPtr, @@ -199,14 +193,17 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, Rpp32f rainPercent = rainPercentage * 0.004f; Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); + + // Seed the random number generator and set up the uniform distributions + std::mt19937 rng(std::random_device{}()); + std::uniform_int_distribution distX(0, srcDescPtr->w - slant - 1); + std::uniform_int_distribution distY(0, srcDescPtr->h - rainHeight - 1); + T *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); T initValue = 0; if constexpr (std::is_same::value) - { initValue = static_cast(0x81); // 0x81 represents -127 in signed 8-bit integer(Rpp8s). - } - std::memset(rainLayer, initValue, srcDescPtr->strides.nStride * sizeof(T)); + std::memset(rainLayer, initValue, srcDescPtr->w * srcDescPtr->h * sizeof(T)); // Choose the rain intensity value based on the data type T rainValue = std::is_same::value ? static_cast(RAIN_INTENSITY_8U) : std::is_same::value ? static_cast(RAIN_INTENSITY_8S) : @@ -214,8 +211,8 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, Rpp32f slantPerDropLength = static_cast(slant) / rainHeight; for (Rpp32u i = 0; i < numDrops; i++) { - Rpp32u xStart = rand() % (srcDescPtr->w - slant); - Rpp32u yStart = rand() % (srcDescPtr->h - rainHeight); + Rpp32u xStart = distX(rng); + Rpp32u yStart = distX(rng); for (Rpp32u j = 0; j < rainHeight; j++) { Rpp32u x = xStart + j * slantPerDropLength; @@ -224,8 +221,8 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, if (x >= 0 && x < srcDescPtr->w && y < srcDescPtr->h) { T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; - for (int k = 0; k < rainWidth; k++) - *(rainLayerTemp + k * srcDescPtr->strides.wStride) = rainValue; + for (Rpp32u k = 0; k < rainWidth; k++) + rainLayerTemp[k] = rainValue; } } } @@ -233,19 +230,18 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, T *rainLayerHip = reinterpret_cast(handle.GetInitHandle()->mem.mgpu.scratchBufferHip.floatmem); CHECK_RETURN_STATUS(hipMemcpyAsync(rainLayerHip, rainLayer, srcDescPtr->w * srcDescPtr->h * sizeof(T), hipMemcpyHostToDevice, handle.GetStream())); - int globalThreads_x = (dstDescPtr->strides.hStride + 7) >> 3; + int globalThreads_x = (dstDescPtr->w + 7) >> 3;; int globalThreads_y = dstDescPtr->h; int globalThreads_z = dstDescPtr->n; if ((srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { - globalThreads_x = (dstDescPtr->w + 7) >> 3; hipLaunchKernelGGL(rain_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, + srcPtr, rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride, srcDescPtr->w), dstPtr, @@ -260,7 +256,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), - srcPtr1, + srcPtr, rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), dstPtr, @@ -278,7 +274,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, dim3(LOCAL_THREADS_X, LOCAL_THREADS_Y, LOCAL_THREADS_Z), 0, handle.GetStream(), - srcPtr1, + srcPtr, rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.hStride, srcDescPtr->w), dstPtr, @@ -288,13 +284,12 @@ RppStatus hip_exec_rain_tensor(T *srcPtr1, } else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NHWC)) { - globalThreads_x = (srcDescPtr->strides.hStride + 7) >> 3; hipLaunchKernelGGL(rain_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, + srcPtr, rainLayerHip, make_uint3(srcDescPtr->strides.nStride, srcDescPtr->strides.cStride, srcDescPtr->strides.hStride), dstPtr, diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 9f9484986..41cdec53c 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -419,7 +419,7 @@ int main(int argc, char **argv) if(testCase == 5) CHECK_RETURN_STATUS(hipHostMalloc(&d_interDstPtr, srcDescPtr->strides.nStride * srcDescPtr->n * sizeof(Rpp32f))); - Rpp32f *alpha; + Rpp32f *alpha = nullptr; if(testCase == 11) CHECK_RETURN_STATUS(hipHostMalloc(&alpha, batchSize * sizeof(Rpp32f))); @@ -684,7 +684,7 @@ int main(int argc, char **argv) Rpp32u rainHeight = 6; Rpp32u rainWidth = 1; Rpp32s slant = 0; - for(int i = 0; i < batchSize; i++) + for (int i = 0; i < batchSize; i++) alpha[i] = 0.4; startWallTime = omp_get_wtime(); @@ -1712,7 +1712,7 @@ int main(int argc, char **argv) CHECK_RETURN_STATUS(hipFree(d_output)); if(testCase == 5) CHECK_RETURN_STATUS(hipFree(d_interDstPtr)); - if(testCase == 11) + if(alpha != NULL) CHECK_RETURN_STATUS(hipHostFree(alpha)); return 0; } diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index 6a60e5e2c..89530d9ae 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -639,7 +639,7 @@ int main(int argc, char **argv) Rpp32u rainWidth = 1; Rpp32s slant = 0; Rpp32f alpha[batchSize]; - for(int i = 0; i < batchSize; i++) + for (int i = 0; i < batchSize; i++) alpha[i] = 0.4; startWallTime = omp_get_wtime(); From 3a23fa4218dde9d652588a4e600e5fcaa3dcd5ea Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Wed, 4 Sep 2024 11:47:00 +0000 Subject: [PATCH 18/22] Modified load and store routines for planar cases --- src/include/cpu/rpp_cpu_simd.hpp | 61 ---- src/modules/cpu/kernel/rain.hpp | 602 +++++++++++++++++++++---------- 2 files changed, 410 insertions(+), 253 deletions(-) diff --git a/src/include/cpu/rpp_cpu_simd.hpp b/src/include/cpu/rpp_cpu_simd.hpp index 309a9f98c..5948ec0b5 100644 --- a/src/include/cpu/rpp_cpu_simd.hpp +++ b/src/include/cpu/rpp_cpu_simd.hpp @@ -1406,18 +1406,6 @@ inline void rpp_load24_u8pkd3_to_f64pln3_avx(Rpp8u *srcPtr, __m256d *p) p[5] = _mm256_cvtepi32_pd(_mm_shuffle_epi8(px[1], xmm_pxMaskB)); /* Contains B04-07 */ } -inline void rpp_load32_u8_to_f32_avx(Rpp8u *srcPtr, __m256 *p) -{ - __m256i px = _mm256_loadu_si256((__m256i *)srcPtr); - __m128i px1 = _mm256_castps256_ps128(px); - __m128i px2 = _mm256_extractf128_si256(px, 1); - - p[0] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask00To03), _mm_shuffle_epi8(px1, xmm_pxMask04To07))); // Contains pixels 01-08 - p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask08To11), _mm_shuffle_epi8(px1, xmm_pxMask12To15))); // Contains pixels 09-16 - p[2] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask00To03), _mm_shuffle_epi8(px2, xmm_pxMask04To07))); // Contains pixels 17-24 - p[3] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask08To11), _mm_shuffle_epi8(px2, xmm_pxMask12To15))); // Contains pixels 25-32 -} - inline void rpp_load16_u8_to_f32_avx(Rpp8u *srcPtr, __m256 *p) { __m128i px; @@ -1453,24 +1441,6 @@ inline void rpp_store16_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) _mm_storeu_si128((__m128i *)dstPtr, px[0]); } -inline void rpp_store32_f32_to_u8_avx(Rpp8u *dstPtr, __m256 *p) -{ - __m256i pxCvt[4]; - __m128i px[4]; - pxCvt[0] = _mm256_cvtps_epi32(p[0]); // Convert floating-point to 32-bit integers for pixels 0-7 - pxCvt[1] = _mm256_cvtps_epi32(p[1]); // Convert floating-point to 32-bit integers for pixels 8-15 - pxCvt[2] = _mm256_cvtps_epi32(p[2]); // Convert floating-point to 32-bit integers for pixels 16-23 - pxCvt[3] = _mm256_cvtps_epi32(p[3]); // Convert floating-point to 32-bit integers for pixels 24-31 - px[0] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[0]), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ - px[1] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[1]), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ - px[2] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[2]), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ - px[3] = _mm_packus_epi32(_mm256_castsi256_si128(pxCvt[3]), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ - px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ - px[2] = _mm_packus_epi16(px[2], px[3]); /* pack pixels 16-31 */ - __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); - _mm256_storeu_si256((__m256i *)dstPtr, packedPx); -} - inline void rpp_load8_u8_to_f64_avx(Rpp8u *srcPtr, __m256d *p) { __m128i px; @@ -1927,18 +1897,6 @@ inline void rpp_load16_i8_to_f32_avx(Rpp8s *srcPtr, __m256 *p) p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px, xmm_pxMask08To11), _mm_shuffle_epi8(px, xmm_pxMask12To15))); /* Contains pixels 09-16 */ } -inline void rpp_load32_i8_to_f32_avx(Rpp8s *srcPtr, __m256 *p) -{ - __m256i px = _mm256_add_epi8(avx_pxConvertI8, _mm256_loadu_si256((__m256i *)srcPtr)); /* add I8 conversion param to load */ - __m128i px1 = _mm256_extractf128_si256(px, 0); - __m128i px2 = _mm256_extractf128_si256(px, 1); - - p[0] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask00To03), _mm_shuffle_epi8(px1, xmm_pxMask04To07))); // Contains pixels 01-08 - p[1] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px1, xmm_pxMask08To11), _mm_shuffle_epi8(px1, xmm_pxMask12To15))); // Contains pixels 09-16 - p[2] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask00To03), _mm_shuffle_epi8(px2, xmm_pxMask04To07))); // Contains pixels 17-24 - p[3] = _mm256_cvtepi32_ps(_mm256_setr_m128i(_mm_shuffle_epi8(px2, xmm_pxMask08To11), _mm_shuffle_epi8(px2, xmm_pxMask12To15))); // Contains pixels 25-32 -} - inline void rpp_load16_i8_to_f32_mirror_avx(Rpp8s *srcPtr, __m256 *p) { __m128i px; @@ -1960,25 +1918,6 @@ inline void rpp_store16_f32_to_i8_avx(Rpp8s *dstPtr, __m256 *p) _mm_storeu_si128((__m128i *)dstPtr, px[0]); } -inline void rpp_store32_f32_to_i8_avx(Rpp8s *dstPtr, __m256 *p) -{ - __m256i pxCvt[4]; - __m128i px[4]; - pxCvt[0] = _mm256_cvtps_epi32(p[0]); // Convert floating-point to 32-bit integers for pixels 0-7 - pxCvt[1] = _mm256_cvtps_epi32(p[1]); // Convert floating-point to 32-bit integers for pixels 8-15 - pxCvt[2] = _mm256_cvtps_epi32(p[2]); // Convert floating-point to 32-bit integers for pixels 16-23 - pxCvt[3] = _mm256_cvtps_epi32(p[3]); // Convert floating-point to 32-bit integers for pixels 24-31 - px[0] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[0], 0), _mm256_extracti128_si256(pxCvt[0], 1)); /* pack pixels 0-7 */ - px[1] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[1], 0), _mm256_extracti128_si256(pxCvt[1], 1)); /* pack pixels 8-15 */ - px[2] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[2], 0), _mm256_extracti128_si256(pxCvt[2], 1)); /* pack pixels 16-23 */ - px[3] = _mm_packus_epi32(_mm256_extracti128_si256(pxCvt[3], 0), _mm256_extracti128_si256(pxCvt[3], 1)); /* pack pixels 24-31 */ - px[0] = _mm_packus_epi16(px[0], px[1]); /* pack pixels 0-15 */ - px[2] = _mm_packus_epi16(px[2], px[3]); /* pack pixels 16-31 */ - __m256i packedPx = _mm256_setr_m128i(px[0], px[2]); - packedPx = _mm256_sub_epi8(packedPx, avx_pxConvertI8); - _mm256_storeu_si256((__m256i *)dstPtr, packedPx); -} - inline void rpp_load16_i8_to_i32_avx(Rpp8s *srcPtr, __m256i *p) { __m128i px; diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 60d22053b..3f096359a 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -25,7 +25,6 @@ SOFTWARE. #include "rppdefs.h" #include "rpp_cpu_simd.hpp" #include "rpp_cpu_common.hpp" -#include // Constants to represent the rain intensity for different data types #define RAIN_INTENSITY_8U 200 // Intensity value for Rpp8u @@ -33,11 +32,16 @@ SOFTWARE. #define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f template -inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u rainWidth, Rpp32u bufferMultiplier) +inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u rainWidth) { Rpp32f rainPercent = rainPercentage * 0.004f; Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); - std::srand(std::time(0)); + + // Seed the random number generator and set up the uniform distributions + std::mt19937 rng(std::random_device{}()); + std::uniform_int_distribution distX(0, srcDescPtr->w - slant - 1); + std::uniform_int_distribution distY(0, srcDescPtr->h - dropLength - 1); + // Choose the rain intensity value based on the data type T rainValue = std::is_same::value ? static_cast(RAIN_INTENSITY_8U) : std::is_same::value ? static_cast(RAIN_INTENSITY_8S) : @@ -45,8 +49,8 @@ inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr s Rpp32f slantPerDropLength = static_cast(slant) / dropLength; for (Rpp32u i = 0; i < numDrops; i++) { - Rpp32u xStart = rand() % (srcDescPtr->w - slant); - Rpp32u yStart = rand() % (srcDescPtr->h - dropLength); + Rpp32u xStart = distX(rng); + Rpp32u yStart = distX(rng); for (Rpp32u j = 0; j < dropLength; j++) { Rpp32u x = xStart + j * slantPerDropLength; @@ -55,8 +59,8 @@ inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr s if ((x >= 0) && (x < srcDescPtr->w) && (y < srcDescPtr->h)) { T *rainLayerTemp = rainLayer + y * srcDescPtr->w + x; - for (int k = 0; k < rainWidth; k++) - *(rainLayerTemp + k * srcDescPtr->strides.wStride) = rainValue; + for (Rpp32u k = 0; k < rainWidth; k++) + rainLayerTemp[k] = rainValue; } } } @@ -81,7 +85,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8u)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -100,7 +104,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrChannel = dstPtrImage; Rpp32f alpha = alphaValues[batchCount]; +#if __AVX2__ __m256 pMul = _mm256_set1_ps(alpha); +#endif Rpp32u vectorIncrement = 48; Rpp32u vectorIncrementPerChannel = 16; Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; @@ -127,10 +133,10 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; - rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); - rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += vectorIncrement; srcPtr2Temp += vectorIncrementPerChannel; dstPtrTempR += vectorIncrementPerChannel; @@ -176,9 +182,9 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); - rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += vectorIncrementPerChannel; srcPtr1TempG += vectorIncrementPerChannel; srcPtr1TempB += vectorIncrementPerChannel; @@ -204,7 +210,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } - // Rain with fused output-layout toggle (NHWC -> NHWC) + // Rain without fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -223,7 +229,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_u8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_u8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1Temp += vectorIncrement; @@ -245,47 +251,99 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, } } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp8u *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8u *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32u vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[6], p2[2]; + rpp_simd_load(rpp_load48_u8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load16_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads + compute_rain_48_host(p1, p2, pMul); + rpp_simd_store(rpp_store48_f32pln3_to_u8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR)))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG)))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB)))); + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + } + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; } + } + // Rain single channel without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - alignedLength = (bufferLength / 32) * 32; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp8u *srcPtr1Row, *srcPtr2Row, *dstPtrRow; - srcPtr1Row = srcPtrChannel; - srcPtr2Row = rainLayer; - dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) - { - Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; - srcPtr1Temp = srcPtr1Row; - srcPtr2Temp = srcPtr2Row; - dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; + Rpp8u *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) - { - __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load32_u8_to_f32_avx, srcPtr2Temp, p2); // simd loads - compute_rain_32_host(p1, p2, pMul); - rpp_simd_store(rpp_store32_f32_to_u8_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; - srcPtr2Temp += 32; - dstPtrTemp += 32; - } + 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 + compute_rain_32_host(p1, p2, pMul); + rpp_simd_store(rpp_store16_f32_to_u8_avx, dstPtrTemp, p1); // simd stores + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); - srcPtr1Temp++; - srcPtr2Temp++; - } - srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; - dstPtrRow += dstDescPtr->strides.hStride; - } - srcPtrChannel += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECK(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + srcPtr1Temp++; + srcPtr2Temp++; + } + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; } } } @@ -310,8 +368,8 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32u numThreads = handle.GetNumThreads(); Rpp32f *rainLayer = handle.GetInitHandle()->mem.mcpu.scratchBufferHost; - std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp32f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); + std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp32f)); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -330,7 +388,9 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrChannel = dstPtrImage; Rpp32f alpha = alphaValues[batchCount]; +#if __AVX2__ __m256 pMul = _mm256_set1_ps(alpha); +#endif Rpp32u vectorIncrement = 24; Rpp32u vectorIncrementPerChannel = 8; Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; @@ -357,10 +417,10 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; - rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); - rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += vectorIncrement; srcPtr2Temp += vectorIncrementPerChannel; dstPtrTempR += vectorIncrementPerChannel; @@ -406,9 +466,9 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); - rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += vectorIncrementPerChannel; srcPtr1TempG += vectorIncrementPerChannel; srcPtr1TempB += vectorIncrementPerChannel; @@ -434,7 +494,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } - // Rain with fused output-layout toggle (NHWC -> NHWC) + // Rain without fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -453,9 +513,9 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f32pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); - rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store24_f32pln3_to_f32pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1Temp += vectorIncrement; srcPtr2Temp += vectorIncrementPerChannel; dstPtrTemp += vectorIncrement; @@ -475,48 +535,99 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, } } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp32f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp32f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32u vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[3], p2; + rpp_simd_load(rpp_load24_f32pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load8_f32_to_f32_avx, srcPtr2Temp, &p2); // simd loads + compute_rain_24_host(p1, p2, pMul); + rpp_simd_store(rpp_store24_f32pln3_to_f32pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = RPPPIXELCHECK((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR); + *dstPtrTempG++ = RPPPIXELCHECK((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG); + *dstPtrTempB++ = RPPPIXELCHECK((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB); + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + } + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; } + } + // Rain single channel without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp32f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; - srcPtr1Row = srcPtrChannel; - srcPtr2Row = rainLayer; - dstPtrRow = dstPtrChannel; - - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) - { - Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; - srcPtr1Temp = srcPtr1Row; - srcPtr2Temp = srcPtr2Row; - dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; + Rpp32f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) - { - __m256 p1, p2; - 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment - rpp_simd_store(rpp_store8_f32_to_f32_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += vectorIncrementPerChannel; - srcPtr2Temp += vectorIncrementPerChannel; - dstPtrTemp += vectorIncrementPerChannel; - } + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1, p2; + 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 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + 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((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp); - srcPtr1Temp++; - srcPtr2Temp++; - } - srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; - dstPtrRow += dstDescPtr->strides.hStride; - } - srcPtrChannel += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = RPPPIXELCHECKF32((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp); + srcPtr1Temp++; + srcPtr2Temp++; + } + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; } } } @@ -541,8 +652,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp32u numThreads = handle.GetNumThreads(); Rpp16f *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); - std::memset(rainLayer, 0, srcDescPtr->strides.nStride * sizeof(Rpp16f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); + std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp16f)); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -561,7 +672,9 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrChannel = dstPtrImage; Rpp32f alpha = alphaValues[batchCount]; +#if __AVX2__ __m256 pMul = _mm256_set1_ps(alpha); +#endif Rpp32u vectorIncrement = 24; Rpp32u vectorIncrementPerChannel = 8; Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; @@ -588,8 +701,8 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[3], p2; - rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += vectorIncrement; @@ -637,9 +750,9 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); - rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += vectorIncrementPerChannel; srcPtr1TempG += vectorIncrementPerChannel; srcPtr1TempB += vectorIncrementPerChannel; @@ -665,7 +778,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } - // Rain with fused output-layout toggle (NHWC -> NHWC) + // Rain without fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -684,9 +797,9 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, { __m256 p1[3], p2; rpp_simd_load(rpp_load24_f16pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads compute_rain_24_host(p1, p2, pMul); - rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store24_f32pln3_to_f16pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1Temp += vectorIncrement; srcPtr2Temp += vectorIncrementPerChannel; dstPtrTemp += vectorIncrement; @@ -706,48 +819,99 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, } } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + Rpp16f *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp16f *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32u vectorLoopCount = 0; +#if __AVX2__ + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[3], p2; + rpp_simd_load(rpp_load24_f16pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + compute_rain_24_host(p1, p2, pMul); + rpp_simd_store(rpp_store24_f32pln3_to_f16pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB))); + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + } + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; } + } + // Rain single channel without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - Rpp32u alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp16f *srcPtr1Row, *srcPtr2Row, *dstPtrRow; - srcPtr1Row = srcPtrChannel; - srcPtr2Row = rainLayer; - dstPtrRow = dstPtrChannel; - - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) - { - Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; - srcPtr1Temp = srcPtr1Row; - srcPtr2Temp = srcPtr2Row; - dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; + Rpp16f *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) - { - __m256 p1, p2; - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads - rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads - p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment - rpp_simd_store(rpp_store8_f32_to_f16_avx, dstPtrTemp, &p1); // simd stores - srcPtr1Temp += vectorIncrementPerChannel; - srcPtr2Temp += vectorIncrementPerChannel; - dstPtrTemp += vectorIncrementPerChannel; - } + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1, p2; + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr1Temp, &p1); // simd loads + rpp_simd_load(rpp_load8_f16_to_f32_avx, srcPtr2Temp, &p2); // simd loads + p1 = _mm256_fmadd_ps(_mm256_sub_ps(p2, p1), pMul, p1); // alpha-blending adjustment + 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(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp))); - srcPtr1Temp++; - srcPtr2Temp++; - } - srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; - dstPtrRow += dstDescPtr->strides.hStride; - } - srcPtrChannel += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECKF32(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp))); + srcPtr1Temp++; + srcPtr2Temp++; + } + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; } } } @@ -772,8 +936,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp32u numThreads = handle.GetNumThreads(); Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); - std::memset(rainLayer, 0x81, srcDescPtr->strides.nStride * sizeof(Rpp8s)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth, layoutParams.bufferMultiplier); + std::memset(rainLayer, 0x81, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8s)); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -792,7 +956,9 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrChannel = dstPtrImage; Rpp32f alpha = alphaValues[batchCount]; +#if __AVX2__ __m256 pMul = _mm256_set1_ps(alpha); +#endif Rpp32u vectorIncrement = 48; Rpp32u vectorIncrementPerChannel = 16; Rpp32u alignedLength = (bufferLength / vectorIncrement) * vectorIncrement; @@ -819,8 +985,8 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrement) { __m256 p1[6], p2[2]; - rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores srcPtr1Temp += vectorIncrement; @@ -868,9 +1034,9 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads - rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); - rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1TempR += vectorIncrementPerChannel; srcPtr1TempG += vectorIncrementPerChannel; srcPtr1TempB += vectorIncrementPerChannel; @@ -896,7 +1062,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, dstPtrRow += dstDescPtr->strides.hStride; } } - // Rain with fused output-layout toggle (NHWC -> NHWC) + // Rain without fused output-layout toggle (NHWC -> NHWC) else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NHWC) && (dstDescPtr->layout == RpptLayout::NHWC)) { Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; @@ -915,9 +1081,9 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, { __m256 p1[6], p2[2]; rpp_simd_load(rpp_load48_i8pkd3_to_f32pln3_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads compute_rain_48_host(p1, p2, pMul); - rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores + rpp_simd_store(rpp_store48_f32pln3_to_i8pkd3_avx, dstPtrTemp, p1); // simd stores srcPtr1Temp += vectorIncrement; srcPtr2Temp += vectorIncrementPerChannel; dstPtrTemp += vectorIncrement; @@ -937,47 +1103,99 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, } } // Rain without fused output-layout toggle (NCHW -> NCHW) - else if ((srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + else if ((srcDescPtr->c == 3) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) { - alignedLength = (bufferLength / 32) * 32; - for(Rpp32u c = 0; c < layoutParams.channelParam; c++) + Rpp8s *srcPtr1RowR, *srcPtr1RowG, *srcPtr1RowB, *srcPtr2Row, *dstPtrRowR, *dstPtrRowG, *dstPtrRowB; + srcPtr1RowR = srcPtrChannel; + srcPtr1RowG = srcPtr1RowR + srcDescPtr->strides.cStride; + srcPtr1RowB = srcPtr1RowG + srcDescPtr->strides.cStride; + srcPtr2Row = rainLayer; + dstPtrRowR = dstPtrChannel; + dstPtrRowG = dstPtrRowR + dstDescPtr->strides.cStride; + dstPtrRowB = dstPtrRowG + dstDescPtr->strides.cStride; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) { - Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; - srcPtr1Row = srcPtrChannel; - srcPtr2Row = rainLayer; - dstPtrRow = dstPtrChannel; - for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) - { - Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; - srcPtr1Temp = srcPtr1Row; - srcPtr2Temp = srcPtr2Row; - dstPtrTemp = dstPtrRow; - Rpp32u vectorLoopCount = 0; + Rpp8s *srcPtr1TempR, *srcPtr1TempG, *srcPtr1TempB, *srcPtr2Temp, *dstPtrTempR, *dstPtrTempG, *dstPtrTempB; + srcPtr1TempR = srcPtr1RowR; + srcPtr1TempG = srcPtr1RowG; + srcPtr1TempB = srcPtr1RowB; + srcPtr2Temp = srcPtr2Row; + dstPtrTempR = dstPtrRowR; + dstPtrTempG = dstPtrRowG; + dstPtrTempB = dstPtrRowB; + Rpp32u vectorLoopCount = 0; #if __AVX2__ - for (; vectorLoopCount < alignedLength; vectorLoopCount += 32) - { - __m256 p1[4], p2[4]; - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr1Temp, p1); // simd loads - rpp_simd_load(rpp_load32_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads - compute_rain_32_host(p1, p2, pMul); - rpp_simd_store(rpp_store32_f32_to_i8_avx, dstPtrTemp, p1); // simd stores - srcPtr1Temp += 32; - srcPtr2Temp += 32; - dstPtrTemp += 32; - } + for (; vectorLoopCount < alignedLength; vectorLoopCount += vectorIncrementPerChannel) + { + __m256 p1[6], p2[2]; + rpp_simd_load(rpp_load48_i8pln3_to_f32pln3_avx, srcPtr1TempR, srcPtr1TempG, srcPtr1TempB, p1); // simd loads + rpp_simd_load(rpp_load16_i8_to_f32_avx, srcPtr2Temp, p2); // simd loads + compute_rain_48_host(p1, p2, pMul); + rpp_simd_store(rpp_store48_f32pln3_to_i8pln3_avx, dstPtrTempR, dstPtrTempG, dstPtrTempB, p1); // simd stores + srcPtr1TempR += vectorIncrementPerChannel; + srcPtr1TempG += vectorIncrementPerChannel; + srcPtr1TempB += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTempR += vectorIncrementPerChannel; + dstPtrTempG += vectorIncrementPerChannel; + dstPtrTempB += vectorIncrementPerChannel; + } #endif - for (; vectorLoopCount < bufferLength; vectorLoopCount++) - { - *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); - srcPtr1Temp++; - srcPtr2Temp++; - } - srcPtr1Row += srcDescPtr->strides.hStride; - srcPtr2Row += srcDescPtr->strides.hStride; - dstPtrRow += dstDescPtr->strides.hStride; - } - srcPtrChannel += srcDescPtr->strides.cStride; - dstPtrChannel += dstDescPtr->strides.cStride; + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTempR++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempR) * alpha + *srcPtr1TempR)))); + *dstPtrTempG++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempG) * alpha + *srcPtr1TempG)))); + *dstPtrTempB++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1TempB) * alpha + *srcPtr1TempB)))); + srcPtr2Temp++; + srcPtr1TempR++; + srcPtr1TempG++; + srcPtr1TempB++; + } + srcPtr1RowR += srcDescPtr->strides.hStride; + srcPtr1RowG += srcDescPtr->strides.hStride; + srcPtr1RowB += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRowR += dstDescPtr->strides.hStride; + dstPtrRowG += dstDescPtr->strides.hStride; + dstPtrRowB += dstDescPtr->strides.hStride; } + } + // Rain single channel without fused output-layout toggle (NCHW -> NCHW) + else if ((srcDescPtr->c == 1) && (srcDescPtr->layout == RpptLayout::NCHW) && (dstDescPtr->layout == RpptLayout::NCHW)) + { + alignedLength = (bufferLength / vectorIncrementPerChannel) * vectorIncrementPerChannel; + Rpp8s *srcPtr1Row, *srcPtr2Row, *dstPtrRow; + srcPtr1Row = srcPtrChannel; + srcPtr2Row = rainLayer; + dstPtrRow = dstPtrChannel; + for(Rpp32u i = 0; i < roi.xywhROI.roiHeight; i++) + { + Rpp8s *srcPtr1Temp, *srcPtr2Temp, *dstPtrTemp; + srcPtr1Temp = srcPtr1Row; + srcPtr2Temp = srcPtr2Row; + dstPtrTemp = dstPtrRow; + Rpp32u 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 + compute_rain_32_host(p1, p2, pMul); + rpp_simd_store(rpp_store16_f32_to_i8_avx, dstPtrTemp, p1); // simd stores + srcPtr1Temp += vectorIncrementPerChannel; + srcPtr2Temp += vectorIncrementPerChannel; + dstPtrTemp += vectorIncrementPerChannel; + } +#endif + for (; vectorLoopCount < bufferLength; vectorLoopCount++) + { + *dstPtrTemp++ = static_cast(RPPPIXELCHECKI8(std::nearbyintf(static_cast((*srcPtr2Temp - *srcPtr1Temp) * alpha + *srcPtr1Temp)))); + srcPtr1Temp++; + srcPtr2Temp++; + } + srcPtr1Row += srcDescPtr->strides.hStride; + srcPtr2Row += srcDescPtr->strides.hStride; + dstPtrRow += dstDescPtr->strides.hStride; } } } From d940131a381a1c445b84b9a059d8fdfa8c3bb445 Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Tue, 22 Oct 2024 18:35:46 +0000 Subject: [PATCH 19/22] Resolve review comments --- docs/data/doxygenInputs/img640x480.png | Bin 0 -> 66555 bytes .../effects_augmentations_rain_img150x150.png | Bin 17552 -> 0 bytes .../effects_augmentations_rain_img640x480.png | Bin 0 -> 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* - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be the same depth as srcPtr. - * \image html img150x150.png Sample Input - * \image html effects_augmentations_rain_img150x150.png Sample Output + * \image html img640x480.png Sample Input + * \image html effects_augmentations_rain_img640x480.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 * \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] rainPercentage The percentage of the rain effect to be applied (0 <= rainPercentage <= 100) - * \param [in] rainWidth Width of the rain drops in pixels - * \param [in] rainHeight Height of the rain drops in pixels - * \param [in] slant Slant of the rain drops in pixels (positive value for right slant, negative for left slant) - * \param [in] alpha An array of alpha blending values to be used for each image in the batch + * \param [in] rainWidth Width of the rain drops in pixels. To be tuned by user depending on size of the image. + * \param [in] rainHeight Height of the rain drops in pixels. To be tuned by user depending on size of the image. + * \param [in] slantAngle Slant angle of the rain drops (positive value for right slant, negative for left slant). A single Rpp32s/f representing the slant of raindrops in degrees. + * Values range from [-90, 90], where -90 represents extreme left slant, 0 is vertical, and 90 is extreme right slant. + * \param [in] alpha An array of alpha blending values to be used for each image in the batch(0 <= alpha <= 1 for each image in batch) * \param [in] roiTensorPtrSrc 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) * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() @@ -664,7 +665,7 @@ RppStatus rppt_glitch_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstP * \retval RPP_SUCCESS Successful completion. * \retval RPP_ERROR* Unsuccessful completion. */ -RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32f slantAngle, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #ifdef GPU_SUPPORT /*! \brief Rain augmentation on HIP backend for a NCHW/NHWC layout tensor @@ -672,17 +673,18 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * NOTE: This augmentation gives a more realistic Rain output when all images in a batch are of similar / same sizes
* - srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127). * - dstPtr depth ranges - Will be the same depth as srcPtr. - * \image html img150x150.png Sample Input - * \image html effects_augmentations_rain_img150x150.png Sample Output + * \image html img640x480.png Sample Input + * \image html effects_augmentations_rain_img640x480.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 * \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] rainPercentage The percentage of the rain effect to be applied (0 <= rainPercentage <= 100) - * \param [in] rainWidth Width of the rain drops in pixels - * \param [in] rainHeight Height of the rain drops in pixels - * \param [in] slant Slant of the rain drops in pixels (positive value for right slant, negative for left slant) - * \param [in] alpha An array of alpha blending values in pinned / HIP memory, used for each image in the batch. + * \param [in] rainWidth Width of the rain drops in pixels. To be tuned by user depending on size of the image. + * \param [in] rainHeight Height of the rain drops in pixels. To be tuned by user depending on size of the image. + * \param [in] slantAngle Slant angle of the rain drops (positive value for right slant, negative for left slant). A single Rpp32s/f representing the slant of raindrops in degrees. + * Values range from [-90, 90], where -90 represents extreme left slant, 0 is vertical, and 90 is extreme right slant. + * \param [in] alpha An array of alpha blending values in pinned / HIP memory, used for each image in the batch.(0 <= alpha <= 1 for each image in batch) * \param [in] roiTensorPtrSrc 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) * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() @@ -690,7 +692,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * \retval RPP_SUCCESS Successful completion. * \retval RPP_ERROR* Unsuccessful completion. */ -RppStatus rppt_rain_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32u slant, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); +RppStatus rppt_rain_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, Rpp32f slantAngle, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle); #endif // GPU_SUPPORT /*! \brief Pixelate augmentation on HOST backend for a NCHW/NHWC layout tensor diff --git a/src/modules/cpu/kernel/rain.hpp b/src/modules/cpu/kernel/rain.hpp index 3f096359a..45b1a4f42 100644 --- a/src/modules/cpu/kernel/rain.hpp +++ b/src/modules/cpu/kernel/rain.hpp @@ -32,10 +32,11 @@ SOFTWARE. #define RAIN_INTENSITY_FLOAT 200 * ONE_OVER_255 // Intensity value for Rpp32f and Rpp16f template -inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32s slant, Rpp32u dropLength, Rpp32u rainWidth) +inline void create_rain_layer(T *rainLayer, Rpp32f rainPercentage, RpptDescPtr srcDescPtr, Rpp32f slantAngle, Rpp32u dropLength, Rpp32u rainWidth) { - Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32f rainPercent = rainPercentage * 0.004f; // Scaling factor to convert percentage to a range suitable for rain effect intensity Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + Rpp32f slant = sin(slantAngle) * dropLength; // Seed the random number generator and set up the uniform distributions std::mt19937 rng(std::random_device{}()); @@ -73,7 +74,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32s slant, + Rpp32f slantAngle, Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -85,7 +86,7 @@ RppStatus rain_u8_u8_host_tensor(Rpp8u *srcPtr, Rpp8u *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8u)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slantAngle, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -357,7 +358,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32s slant, + Rpp32f slantAngle, Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -369,7 +370,7 @@ RppStatus rain_f32_f32_host_tensor(Rpp32f *srcPtr, Rpp32f *rainLayer = handle.GetInitHandle()->mem.mcpu.scratchBufferHost; std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp32f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slantAngle, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -641,7 +642,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32s slant, + Rpp32f slantAngle, Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -653,7 +654,7 @@ RppStatus rain_f16_f16_host_tensor(Rpp16f *srcPtr, Rpp16f *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp16f)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slantAngle, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) @@ -925,7 +926,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32s slant, + Rpp32f slantAngle, Rpp32f *alphaValues, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -937,7 +938,7 @@ RppStatus rain_i8_i8_host_tensor(Rpp8s *srcPtr, Rpp8s *rainLayer = reinterpret_cast(handle.GetInitHandle()->mem.mcpu.scratchBufferHost); std::memset(rainLayer, 0x81, srcDescPtr->w * srcDescPtr->h * sizeof(Rpp8s)); - create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slant, rainHeight, rainWidth); + create_rain_layer(rainLayer, rainPercentage, srcDescPtr, slantAngle, rainHeight, rainWidth); omp_set_dynamic(0); #pragma omp parallel for num_threads(numThreads) diff --git a/src/modules/hip/kernel/rain.hpp b/src/modules/hip/kernel/rain.hpp index 7f78a9748..a720c4ed7 100644 --- a/src/modules/hip/kernel/rain.hpp +++ b/src/modules/hip/kernel/rain.hpp @@ -182,7 +182,7 @@ RppStatus hip_exec_rain_tensor(T *srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32s slant, + Rpp32f slantAngle, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -191,8 +191,9 @@ RppStatus hip_exec_rain_tensor(T *srcPtr, if (roiType == RpptRoiType::LTRB) hip_exec_roi_converison_ltrb_to_xywh(roiTensorPtrSrc, handle); - Rpp32f rainPercent = rainPercentage * 0.004f; + Rpp32f rainPercent = rainPercentage * 0.004f; //Scaling factor to convert percentage to a range suitable for rain effect intensity Rpp32u numDrops = static_cast(rainPercent * srcDescPtr->h * srcDescPtr->w); + Rpp32f slant = sin(slantAngle) * dropLength; // Seed the random number generator and set up the uniform distributions std::mt19937 rng(std::random_device{}()); diff --git a/src/modules/rppt_tensor_effects_augmentations.cpp b/src/modules/rppt_tensor_effects_augmentations.cpp index 3dc7de293..a3f8edf27 100644 --- a/src/modules/rppt_tensor_effects_augmentations.cpp +++ b/src/modules/rppt_tensor_effects_augmentations.cpp @@ -1157,7 +1157,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32u slant, + Rpp32f slantAngle, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -1174,7 +1174,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -1190,7 +1190,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -1206,7 +1206,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -1222,7 +1222,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -2431,7 +2431,7 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, Rpp32f rainPercentage, Rpp32u rainWidth, Rpp32u rainHeight, - Rpp32u slant, + Rpp32f slantAngle, Rpp32f *alpha, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, @@ -2447,7 +2447,7 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -2462,7 +2462,7 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -2477,7 +2477,7 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, @@ -2492,7 +2492,7 @@ RppStatus rppt_rain_gpu(RppPtr_t srcPtr, rainPercentage, rainWidth, rainHeight, - slant, + slantAngle, alpha, roiTensorPtrSrc, roiType, diff --git a/utilities/test_suite/HIP/Tensor_hip.cpp b/utilities/test_suite/HIP/Tensor_hip.cpp index 41cdec53c..d2165195a 100644 --- a/utilities/test_suite/HIP/Tensor_hip.cpp +++ b/utilities/test_suite/HIP/Tensor_hip.cpp @@ -683,13 +683,13 @@ int main(int argc, char **argv) Rpp32f rainPercentage = 7; Rpp32u rainHeight = 6; Rpp32u rainWidth = 1; - Rpp32s slant = 0; + Rpp32f slantAngle = 0; for (int i = 0; i < batchSize; i++) alpha[i] = 0.4; startWallTime = omp_get_wtime(); if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) - rppt_rain_gpu(d_input, srcDescPtr, d_output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slant, alpha, roiTensorPtrSrc, roiTypeSrc, handle); + rppt_rain_gpu(d_input, srcDescPtr, d_output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slantAngle, alpha, roiTensorPtrSrc, roiTypeSrc, handle); else missingFuncFlag = 1; diff --git a/utilities/test_suite/HOST/Tensor_host.cpp b/utilities/test_suite/HOST/Tensor_host.cpp index 89530d9ae..9bf3f3a2c 100644 --- a/utilities/test_suite/HOST/Tensor_host.cpp +++ b/utilities/test_suite/HOST/Tensor_host.cpp @@ -637,7 +637,7 @@ int main(int argc, char **argv) Rpp32f rainPercentage = 7; Rpp32u rainHeight = 6; Rpp32u rainWidth = 1; - Rpp32s slant = 0; + Rpp32f slantAngle = 0; Rpp32f alpha[batchSize]; for (int i = 0; i < batchSize; i++) alpha[i] = 0.4; @@ -645,7 +645,7 @@ int main(int argc, char **argv) startWallTime = omp_get_wtime(); startCpuTime = clock(); if (inputBitDepth == 0 || inputBitDepth == 1 || inputBitDepth == 2 || inputBitDepth == 5) - rppt_rain_host(input, srcDescPtr, output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slant, alpha, roiTensorPtrSrc, roiTypeSrc, handle); + rppt_rain_host(input, srcDescPtr, output, dstDescPtr, rainPercentage, rainWidth, rainHeight, slantAngle, alpha, roiTensorPtrSrc, roiTypeSrc, handle); else missingFuncFlag = 1; From 3ff4958543330fcfa83718524a30355c7895ef6d Mon Sep 17 00:00:00 2001 From: HazarathKumarM Date: Wed, 23 Oct 2024 05:00:04 +0000 Subject: [PATCH 20/22] Modify docs image --- .../effects_augmentations_rain_img640x480.png | Bin 661894 -> 704641 bytes include/rppt_tensor_effects_augmentations.h | 4 ++-- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/data/doxygenOutputs/effects_augmentations_rain_img640x480.png b/docs/data/doxygenOutputs/effects_augmentations_rain_img640x480.png index 2de5f7b547321fac96fcb0d5aa59a2abbb25ac14..1ac729ff99b8acc405961a75587c47a06c9b24a3 100644 GIT binary patch literal 704641 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To be tuned by user depending on size of the image. * \param [in] slantAngle Slant angle of the rain drops (positive value for right slant, negative for left slant). A single Rpp32s/f representing the slant of raindrops in degrees. * Values range from [-90, 90], where -90 represents extreme left slant, 0 is vertical, and 90 is extreme right slant. - * \param [in] alpha An array of alpha blending values to be used for each image in the batch(0 <= alpha <= 1 for each image in batch) + * \param [in] alpha An array of alpha blending values to be used for blending the rainLayer and the input image for each image in the batch (0 ≤ alpha ≤ 1 for each image in the batch). * \param [in] roiTensorPtrSrc 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) * \param [in] rppHandle RPP HOST handle created with \ref rppCreateWithBatchSize() @@ -684,7 +684,7 @@ RppStatus rppt_rain_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPt * \param [in] rainHeight Height of the rain drops in pixels. To be tuned by user depending on size of the image. * \param [in] slantAngle Slant angle of the rain drops (positive value for right slant, negative for left slant). A single Rpp32s/f representing the slant of raindrops in degrees. * Values range from [-90, 90], where -90 represents extreme left slant, 0 is vertical, and 90 is extreme right slant. - * \param [in] alpha An array of alpha blending values in pinned / HIP memory, used for each image in the batch.(0 <= alpha <= 1 for each image in batch) + * \param [in] alpha An array of alpha blending values in pinned / HIP memory is used for blending the rainLayer and the input image for each image in the batch (0 ≤ alpha ≤ 1 for each image in the batch). * \param [in] roiTensorPtrSrc 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) * \param [in] rppHandle RPP HIP handle created with \ref rppCreateWithStreamAndBatchSize() From 19a1557dc3906a0d4ace7b85a0533c71eba033d1 Mon Sep 17 00:00:00 2001 From: r-abishek Date: Wed, 23 Oct 2024 01:43:46 -0400 Subject: [PATCH 21/22] Fix versioning --- CHANGELOG.md | 16 ++++++++++++++-- CMakeLists.txt | 2 +- include/rpp_version.h | 4 ++-- 3 files changed, 17 insertions(+), 5 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index cea1d08ed..d2e74bc49 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,11 +2,23 @@ Full documentation for RPP is available at [https://rocm.docs.amd.com/projects/rpp/en/latest](https://rocm.docs.amd.com/projects/rpp/en/latest) -## RPP 1.13.0 (Unreleased) +## RPP 1.9.8 (Unreleased) ### Changes -* RPP Tensor Rain support on HOST and HIP +RPP Rain augmentation on HOST and HIP + +## RPP 1.9.3 (unreleased) + +### Changes + +* RPP Audio Support HIP - Spectrogram + +## RPP 1.9.2 (Unreleased) + +### Changes + +RPP Audio Support HIP - Mel Filter Bank ## RPP 1.9.1 for ROCm 6.3.0 diff --git a/CMakeLists.txt b/CMakeLists.txt index 438227cdb..9caf3adc6 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -29,7 +29,7 @@ endif() set(CMAKE_CXX_STANDARD 17) # RPP Version -set(VERSION "1.13.0") +set(VERSION "1.9.8") # Set Project Version and Language project(rpp VERSION ${VERSION} LANGUAGES CXX) diff --git a/include/rpp_version.h b/include/rpp_version.h index 0b7c94134..408c5b98c 100644 --- a/include/rpp_version.h +++ b/include/rpp_version.h @@ -39,8 +39,8 @@ extern "C" { #endif // NOTE: IMPORTANT: Match the version with CMakelists.txt version #define RPP_VERSION_MAJOR 1 -#define RPP_VERSION_MINOR 13 -#define RPP_VERSION_PATCH 0 +#define RPP_VERSION_MINOR 9 +#define RPP_VERSION_PATCH 8 #ifdef __cplusplus } #endif From 0041bb7e31bd6b4c31ddf1e657253adf94a09093 Mon Sep 17 00:00:00 2001 From: Srihari-mcw Date: Mon, 9 Dec 2024 15:03:35 +0530 Subject: [PATCH 22/22] Updates to 1.9.10 including rain feature --- CHANGELOG.md | 7 +------ CMakeLists.txt | 2 +- include/rpp_version.h | 2 +- 3 files changed, 3 insertions(+), 8 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 9df655be5..fdecfb3a5 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,17 +2,12 @@ Full documentation for RPP is available at [https://rocm.docs.amd.com/projects/rpp/en/latest](https://rocm.docs.amd.com/projects/rpp/en/latest) -## (Unreleased) RPP 1.9.8 - -### Changes - -RPP Rain augmentation on HOST and HIP - ## (Unreleased) RPP 1.9.10 ### Changed * RPP Tensor Gaussian Filter support on HOST +* RPP Rain augmentation on HOST and HIP ## (Unreleased) RPP 1.9.4 diff --git a/CMakeLists.txt b/CMakeLists.txt index add76995a..b6f91325d 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -43,7 +43,7 @@ endif() set(CMAKE_CXX_STANDARD 17) # RPP Version -set(VERSION "1.9.8") +set(VERSION "1.9.10") # Set Project Version and Language project(rpp VERSION ${VERSION} LANGUAGES CXX) diff --git a/include/rpp_version.h b/include/rpp_version.h index 408c5b98c..ff042cdbf 100644 --- a/include/rpp_version.h +++ b/include/rpp_version.h @@ -40,7 +40,7 @@ extern "C" { // NOTE: IMPORTANT: Match the version with CMakelists.txt version #define RPP_VERSION_MAJOR 1 #define RPP_VERSION_MINOR 9 -#define RPP_VERSION_PATCH 8 +#define RPP_VERSION_PATCH 10 #ifdef __cplusplus } #endif

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