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2021-04-20Remove OpenCL padding: CLPixelWiseMultiplicationKernelGiorgio Arena
- Change kernel's vec_size to 16 / sizeof(output) - Change ICLKernel.cpp to handle broadcast without padding Resolve COMPMID-3913 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I03e884b250ef5784dc109bff8cf2c96b345d119f Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5450 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-04-19CLInstanceNormalizationLayer NHWC optimisationPablo Marquez Tello
* Make changes to split the workload into two kernels. One kernel precomputes mean and variance and the second kernel just loads these precomputed values. * The new approach runs %30 faster than the original code for NHWC workloads like 32x192x256. * Resolves MLCE-337 Change-Id: I8356fcefa2d131ab4dcb32268ce7142421d073e4 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5355 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-04-19Port DepthwiseConvolution to new APIMichalis Spyrou
Resolves: COMPMID-4185 Change-Id: Ib5f22356356a022d567bb18d44ea272b62d10ebf Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5424 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-14Remove OpenCL padding: CLNormalizationLayerKernelManuel Bottini
Only for NHWC data layout Resolves: COMPMID-3910 Change-Id: Ie2d71482b3e3b55ac155e9af152032a5de8bbd50 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5388 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-13Port CLConvertFullyConnectedWeights to new APITeresa Charlin
* Replace ICLKernel by IClKernel in other unrelated kernels Resolves partially: COMPMID-4187 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I173b8f2ac645dbfd7d412f4b058c5c9655c229ee Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5402 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-12Fix CLDepthwiseConvolutionLayer QSYMM8_PER_CHANNEL mismatchesGiorgio Arena
Resolve COMPMID-4367 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I5e65b62c2ca52cf65950c9c343864ef55b7122c3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5407 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-12Add support for cl_image in CLDirectConvolutionLayerGian Marco Iodice
- The cl_image object can be used for the weights - cl_image can only work for f32/f16 - Fix the implicit padding on the first dimension X Resolves COMPMID-4341 Change-Id: I04e0901c69e7765c42afceca38c4a840645b9123 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5393 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-08Substitute CLFullyConnectedLayerReshapeWeights by CLTransposeTeresa Charlin
Resolves partially: COMPMID-4359 (1/2) Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id1859f3cd530eb05f027226e2004cf518778147e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5377 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-06Mixed data-layout testing on high priority operatorsManuel Bottini
Change data layouts after the configure in validation tests for: - Scale - Pooling - FullyConnected - DepthwiseConvolution - DirectConvolution - FFTConvolution - WinogradConvolution - GEMMConvolution (Indirect GEMM included) Extending fixtures Fixes for new mixed data layout tests Resolves: COMPMID-4162 Change-Id: I2f2eb2075f7e24ab3872249d88cadb57b82c5dde Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5326 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-04-01Added Qasymm8 datatype support to CLROIPoolingLayer with TestsSuhail Munshi
Also fixes RoiPoolingLayer not matching reference with Float32 datatype Issue Tests added to check ROIPooling Layer against reference with both Float32 and Qasymm8 input. Resolves : COMPMID-2320 Change-Id: Ib86d2e6b3803e74f922a545ea573da02c28e54cc Signed-off-by: Suhail Munshi <MohammedSuhail.Munshi@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5332 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2021-03-29Port ClTranspose to new APITeresa Charlin
Partially Resolves: COMPMID-4277 (1/2) Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I704c2303135cbe1ba46d2fd5642c84c562204bc7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5194 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-26Check biases pointer before referencing in CLDirectConvolutionLayerMichele Di Giorgio
The biases input can be nullptr, hence we need to check before referencing. A test is also added to ensure a successful configure and run of Direct Convolution when there is no bias. Resolves: COMPMID-4315 Change-Id: I23223efd6ced81215aff490221fb4606945c139b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5322 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-23Make ClDirectConvolutionKernel statelessSheri Zhang
ClDirectorConvolution triggers ClActivation (if enabled) Remove static tuner as the interface need to be changed base on new api. Remove functions in ClScaleKernel specific for static Tuner. Solves: COMPMID-4010 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I7861c3462fda323a6fe1891834068a462245cb1b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5262 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-23Make ClPixelWiseMultiplicationKernel statelessSheri Zhang
Partially resolves: COMPMID-4183 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ibc08d2d84d023ef8b23ed44d534aa1ca24515e4d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5274 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-12Port OpenCL Scale to new APIManuel Bottini
Partially resolves: COMPMID-4190 Change-Id: I680dd80fcbe4e7568511792c60a725b2646fa6ff Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5197 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-11Port OpenCL Dequantization to new APIManuel Bottini
Partially resolves: COMPMID-4193 Change-Id: I4e14149d5b0a7f9c0dd3bfce800eaddca1e4d885 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5238 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-11Change the order of internal tensor allocation in CLSoftmaxLayerSang-Hoon Park
Fix issue that internal tensors' backing memory was shared due to lifetime set incorrectly. Resolves: COMPMID-4298 Change-Id: I232bf764cf38442e028029dd2380d5b7644db9af Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5249 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-10Port OpenCL Quantization to new APIManuel Bottini
Partially resolves: COMPMID-4193 Change-Id: Ie8367769c690442a0e30383c67851b50ab7c6742 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5231 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-10Fix segmentation fault on CLSoftmaxLayerSang-Hoon Park
CLSoftmaxLayer's late allocation was causing segmentation fault for some cases where MemoryManager is managed by the caller of CLSoftmaxLayer function. Make allocation of intermediate tensor happen earlier to fix the issue. Resolves: COMPMID-4298 Change-Id: I6936287939971a93f4a4286c4b9ece6f60ec9f7a Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5241 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-08Make Softmax kernels on OpenCL statelessSang-Hoon Park
* ClSoftmaxKernel and ClSoftmax are created. * ClSoftmaxKernel is now state-less and ClSoftmax handles the internal tensors required for computation. * add_const_tensor() is added to TensorPack not only to have symmetric interface but also to benefit from implicit conversion. Implements: COMPMID-3998 Change-Id: I4f823121777be24260fd12b2cd71a6ff718c4eed Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5087 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-03Create ClPRelu operatorSang-Hoon Park
Make the class that was in experimental namespace as ClOperator to prepare porting to new interface. The followings are added as a part of this change Also, in-place computation is now correctly considered to be aligned with the class description. Test cases to test in-place computation are added. Partially Implements: COMPMID-4184 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: I71c18ab47fe0370a2060d5303a58ff3650c0093f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5201 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-03-03Remove Compute Vision CL supportMichalis Spyrou
Resolves COMPMID-4151 Change-Id: I46f541efe8c4087f27794d2e158b6c1547d459ba Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5160 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-02-17Update deprecation noticesGiorgio Arena
Change-Id: I6db0a10249b2212add3ff4bb2598b03cae2bff55 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5098 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-11Validate mlgo gemm type selection and fall back to default heuristicsSiCong Li
GEMM kernel type returned by mlgo heuristics in each of the CLGEMM and CLGEMMLowpMatrixMultiplyCore could also be invalid. Fix this by falling back to default heuristics, similar to how we deal with gemm configs for now. Resolves COMPMID-3847 Change-Id: Iae7c1dcd7def04969ad13a4c132873fda8c8a571 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5044 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-02-10Integrate MLGO into CLGEMMLowpMatrixMultiplyCore for native kernelSiCong Li
Resolves COMPMID-3846 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Iad66f6dd7fa5b13ebace9f95fbc2fc4d677cf6a9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5032 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-09Integrate MLGO into CLGEMM for reshaped kernelSiCong Li
Resolves COMPMID-3845 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I878ea6dc076177095816a75f9bc951326fd095b3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5031 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-09Integrate MLGO into CLGEMM and CLGEMMLowpMatrixMultiplyCore: Part4SiCong Li
Apply cl_gemm::auto_heuristics to CLGEMMLowpMatrixMultiplyCore for the selection of gemm config reshaped only rhs and gemm kernel type Resolves: COMPMID-3843, COMPMID-3844 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I351c76b052a1e52acec23a217bb111da8e40518e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4992 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-09Integrate MLGO into CLGEMM and CLGEMMLowpMatrixMultiplyCore: Part3SiCong Li
* Implement a common interface across both functions and across mlgo and default heuristics. This interface is implemented as: * A set of adaptor functions in new cl_gemm::auto_heuristics namespace as: * select_default_*: For selecting configs using default heuristics * select_mlgo_*: For selecting configs using mlgo heuristics These adaptor functions have the same interface * On top of these adaptor functions, a set of auto_select_* functions that automatically selects between mlgo and default (prioritize mlgo). Note that auto_select_gemm_config_* are implemented in each individual function. This is because the auto selection depends on the validation of its hosting functions. When we are able to decouple and abstract the validation logics, it's possible to share the core auto_gemm_config_* in cl_gemm::auto_heuristics namespace as well. * Apply this interface in CLGEMM for the selection of gemm config reshaped only rhs and gemm kernel type Resolves: COMPMID-3843, COMPMID-3844 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Idf7fb46837a027449aae1e251346b2701866309a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4991 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-08Make memset/copy functions state-lessSheri Zhang
Port following functions: - CLCopy - CLFill - CLPermute - CLReshapeLayer - CLCropResize Resolves: COMPMID-4002 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I8392aa515aaeb5b44dab6122be6a795d08376d5f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5003 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-03Make CL Pooling kernels and functions state-lessMichele Di Giorgio
Resolves COMPMID-4000 Change-Id: I64878f93c033b4928fdefbb964c37c67fdecfaab Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4971 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-02-01Make data_layout an attribute of the Scale functionMichele Di Giorgio
Resolves COMPMID-4208 Change-Id: I61ca670134a005462ad0528a5aff9507a90860e7 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4942 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-27Make CL Elementwise Unary kernels and functions state-lessMichele Di Giorgio
Resolves COMPMID-4004 Change-Id: I1dfe8bc52c1ff394ea208ba98b51033c738746a4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4922 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-27Make Gpu Elementwise Operations kernels and functions state-lessMichele Di Giorgio
Partially resolves COMPMID-4004 Change-Id: Ie99b6c676af5be4c2a67affc06fec378f3dff8ec Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4918 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-27Fix NEON/CL CustomConvolution failuresManuel Bottini
Properly handle UNDEFINED border mode as done in the reference Change-Id: I23b117be3ee5cd0e566f6161681d38493627fc9b Resolves: COMPMID-4133 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4919 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-26Make CLArithmeticSubtraction kernel and function state-lessMichele Di Giorgio
Resolves COMPMID-4008 Change-Id: Ic5f40610e771f31e6d301dfae976c81e9c79fa8b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4917 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-26Make CLArithmeticAddition kernel and function state-lessMichele Di Giorgio
Resolves COMPMID-4006 Change-Id: Iddc32b0b250142aac9a4a7b9dc0eef462d196025 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4913 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2021-01-21Make CLFloor and CLActivation kernels and functions state-lessGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Icbe4e6a7c6732a59bdda0136af44c4852452dfd1 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4891 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-20Make all CL Concatenate kernels and functions state-lessMichele Di Giorgio
Resolves COMPMID-3995 Change-Id: I84172bed20924f1d9ae3b4d14d7b321e9494296e Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4887 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-19Remove padding from direct convolution - OpenCLGian Marco Iodice
- Refactor direct convolution for NHWC - Remove old kernels for NHWC - Change the heuristic in CLConvolutionLayer.cpp. The new direct convolution implementation is faster than FFT Resolves COMPMID-3908 Change-Id: Iee15ce7b04e21847b6eaae5c6d3c1b18180e7efc Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4876 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-14Remove OpenCL padding CLTransposeKernelManuel Bottini
By handling more general NxM blocks (where M and N can be 1,2,4,8,16) instead of only 4x4, 8x8, 16x16 and managing corner left values with partial stores Resolves: COMPMID-3923 Change-Id: I49b1a560c8325e00e061bd04edcf55034d04dcd8 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4780 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-18Remove OpenCL padding CLScaleKernelManuel Bottini
Resolves COMPMID-3918 Change-Id: I970b1eaf2ae6f2f5a8cfc318cd1a3dfd3ba36fdb Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4668 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2020-12-14Enable FFT for FP16Giorgio Arena
Resolves: COMPMID-4051 Change-Id: I0c0bf97212dd281c19d5081e6247e7dc0c23cd6b Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4687 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-11Remove (CL/NE)UpsampleLayer in favor to (NE/CL)ScaleGeorgios Pinitas
Upsample functions and kernels can be replaced with the Scale as they provide same functionality Partially resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic2f9ba352c183aa87d69d551d5c172d0f22119e8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4679 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-10COMPMID-3921: Remove OpenCL Padding CLBitwiseKernelManuel Bottini
Adding BitwiseOperation enum class Generalizing CL Bitwise kernels with a single CLBitwiseKernel Removing CL padding from CLBitwiseKernel Change-Id: I79cd79c1e425b6da7d52308a420edf8cfb7a5a36 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4646 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-10Remove (NE/CL)YoloLayer supportGeorgios Pinitas
YOLO layer is too specialized and specific to a single model type. Can be decomposed using split, activation and concatenate layers Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3cde88f8d4cc7d8c70ce1bb3b32b00f8d09bdca2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4678 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-08Wrap Flatten layer over reshapeGeorgios Pinitas
Flatten layer is lowered into a Reshape layer. Remove (CL/NE)FlatternLayerKernel. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id9e2ddfe2e2dd793541badff3490c05e4c908f88 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4660 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-08Remove (NE/CL)ComputeAllAnchors functionGeorgios Pinitas
ComputeAllAnchors is used as part of GenerateProposals and not standalone thus removes function exposure. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I729010b48d747ec40d3ce2c7d0e907e8ec5cd55f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4661 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-02Remove support for (NE/CL)LocallyConnectedLayerGeorgios Pinitas
Remove out-of-date and unmaintained LocallyConnectedLayer for both NEON and OpenCL. Resolves: COMPMID-3924 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia61398ed8cfa3876f41c1b342c4a80d1cca0ca83 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4634 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-01Update default C++ standard to C++14Georgios Pinitas
(3RDPARTY_UPDATE) Resolves: COMPMID-3849 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6369f112337310140e2d6c8e79630cd11138dfa0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4544 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-27COMPMID-3961: Cleaning up logical operators on OpenCLSang-Hoon Park
Change-Id: I04cd23e9abcb1828e54cd59fee3bfa95a6dea3fb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4461 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-01 04:27:21 +0000