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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>
2021-04-13Fix TILE initialization in direct convolution and winograd transformsGian Marco Iodice
- The array initializer for the TILE object cannot always be utilized and so we do require to manually initialize the TILE with the LOOP_UNROLLING macro - Resolves COMPMID-4371 Change-Id: I2598354b9fae84c5e3bd11219fffdcdc297215e1 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5417 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-13Fix T_LOAD too few parameters issueSheri Zhang
Resolve: COMPMID-4370 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I4b2a8bf252405fe9006784fa1769ad5b6e708a71 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5414 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: 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>
2021-04-12Fix OpenCL kernel compiling failure with array initializerSheri Zhang
The issue is related with clang version, clang 3.9 has the problem, clange 4.0 works. The workaround is to add an extra {} to make this work. Partial resolves: COMPMID-4348 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ia079cbb3c44d617b1b42cb2af758b5a8ba1a032e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5399 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-09Fix bug on Implicit Padding for CL GEMMMatrixMultiplyInterleavedTransposedManuel Bottini
Resolves: COMPMID-4342 Change-Id: I468c6d68c0284e4ec76f22037a697fff7bc5638c Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5391 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>
2021-04-09Winograd Output transform 7x7 reworkGiorgio Arena
Resolve COMPMID-4140 Change-Id: I17db0ee596665598d08d4359a373160f21ab9acd Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5390 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-09Fix OpenCL kernel compiling failure with array initilizerSheri Zhang
The issue is related with clang version, clang 3.9 has the problem, clange 4.0 works. The workaround is to add an extra {} to make this work. Resolves: COMPMID-4348 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I2d8fc6400f32af5406fbf2d2556127a53b2ce918 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5392 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-08Rewritten Winograd (4x4, 5x5) output transformationAleksandr Nikolaev
This patch takes advantage of tile_helpers.h and different data layout input and tmp matrices. Resolves: COMPMID-4142 Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Change-Id: I5d10bd3f08137414ee7520eef1e6d0aef8cbf160 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5382 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-04-08Ensure OpenCL runtimes are initialized firstMarco Antognini
The OpenCL API Specification states: > The behavior of OpenCL API functions called from global constructors > or destructors is therefore implementation-defined. This patch improves compatibility with OpenCL runtimes that use static objects to hold their internal state. Change-Id: I850be378e9c6f0b5aa8db926fe0c62833a936724 Signed-off-by: Marco Antognini <marco.antognini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5383 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Sheri Zhang <sheri.zhang@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-08Rework the OpenCL Winograd Input Transformations NHWCGian Marco Iodice
- Rework Winograd Input Transform 3x3 NHWC using the new macros - Rework Winograd Input Transform 5x5 NHWC using the new macros - Rework Winograd Input Transform 7x7 NHWC using the new macros - The new implementation is also faster than before - Winograd Input Transform 5x5/7x7 3x faster Resolves COMPMID-4139 Change-Id: Ia9c8af23a2d47d2db60ec4c44650a63a34ffa0d5 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5358 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-04-06Remove OpenCL padding: CLL2NormalizeLayerKernelManuel Bottini
Resolves: COMPMID-3909 Change-Id: I00a1705ed202002e2a6053702272181805fa6869 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5360 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2021-03-31Fix trademarks throughout the codebaseMichele Di Giorgio
Resolves: COMPMID-4299 Change-Id: Ie6a52c1371b9a2a7b5bb4f019ecd5e70a2008567 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5338 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-31Remove Computer Vision generic interfaces and typesGeorgios Pinitas
Removes: - reference validation routines - CV related types and structures - CV related interfaces Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3a203da12d9b04c154059b190aeba18a611149a9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5340 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-29Port 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>
2021-03-29Remove usage of valid window region CL - NHWCMichalis Spyrou
Resolves: COMPMID-4153 Change-Id: Ib0d60c9acaac8aaf3946c62fc2d740b5ec6cee5c Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5301 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-29New variant of OpenCL Winograd (4x4,5x5) input transformationAleksandr Nikolaev
Resolves: COMPMID-4141 Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Change-Id: I1437680029ff25a3a5d4f6f258f30960545056a9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5299 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
2021-03-25Improve performance of Winograd Output Transform 3x3Gian Marco Iodice
This patch reworks the winograd output transform 3x3 NHWC on OpenCL - Use utility macros in tile_helpers.h to rewrite the kernel - Implement the tile utility macro for the activation Resolves COMPMID-4144 Change-Id: I86a9bb9ea96b9629a18642b56bb63750710e6af5 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5324 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-03-23Fix gemmlowp kernel crash when n0==16SiCongLi
Resolves COMPMID-4296 Change-Id: Ib4e26fd3f9ba66f18ea8ef8b982cc88158564045 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5277 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-23Improve performance of Winograd Input transform 3x3Giorgio Arena
Resolve COMPMID-4143 Change-Id: I71521f50ad47c53c963303251b5da94a7abd5783 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5302 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-23Extend direct convolution (F32/F16/QASYMM8)Gian Marco Iodice
The new function can handle different block sizes (M0, N0) New utility macros have been developed to simplify the work and the future OpenCL kernel development. In particular the work has been done to also consider cases with: - the texture pipe support - dynamic tensor shape support Change-Id: Ife4c64baf07517938bb8ad18e6a5f4579345c40f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5297 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@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>
2021-03-15Revert "Close loaded library on OpenCL symbols destruction"Georgios Pinitas
This reverts commit d62ef4d0df239790a3ccb304ce6dd85ed399fa74. Change-Id: I55614b157a72cb4a6bc180d1e46cafa81e526996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5264 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@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>
2021-03-10Port 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>
2021-03-08Make 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>
2021-03-03Remove 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>
2021-03-01Fix bug on CLCast from float to int8Giorgio Arena
Resolve COMPMID-4288 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I340d18a13f3f00432df3a7d3fc83f93e2591b6d3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5184 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-02-25Avoid division with zeroGeorgios Pinitas
- Check pixel alignment before calculating the padding extension for CLGEMMReshapeRHSKernel - Add missing control flow in NEWinogradLayer to avoid division with zero for N_Blocks Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I53fa432e0a4c463840917d81bedeb64a29bb07a4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5177 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-23Avoid division with zero on CLGEMM lhs/rhs configurationGeorgios Pinitas
Resolves COMPMID-4285 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I414e3ba352ed86345d6355d9ae366ea92e641842 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5153 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-23Avoid nullptr dereference of vector_sum_colGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I4cc002da82da2219f3909a4e34463946cde4cf65 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5155 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-22Close loaded library on OpenCL symbols destructionGeorgios Pinitas
Although is not needed we call dlclose on the loaded library on destruction to avoid resource leak complains from static analysers Resolves: COMPMID-4170 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6047681d04309a5854b2f420f064176625c115e9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5117 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-22Comply with Trademark rules for use of Neon, Arm and MaliSheri Zhang
Full trademarks available in README.md Resolves: COMPMID-4257 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ibfba2adf2eef3449433f467464ebd87d7198474d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5116 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-18Set CLDirectConvolutionLayerKernel NCHW _border_size to input paddingGiorgio Arena
Change-Id: I5802c470683647b7426b3b6e7d17280cabc32163 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5100 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-10Revert changes on tensor's strides and fix CLDepthwiseConvolution 3x3 QuantizedGiorgio Arena
- Revert changes in strides > num_dimensions. Set them to 0 - Fix offset calculcation in depthwise 3x3 quantized using select and stride_y for max offset Resolve COMPMID-4254 Change-Id: Ia99b9637f18b99b1fa3d4b7b4892046027d3e7e5 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5040 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-09Fix CLDepthwiseConvolutionLayer 3x3 QASYMM8Giorgio Arena
Fix errors when computing tensors with one element only - Replace Tensor3D with raw pointers so to get rid of offset to first element for NCHW layout - Add stronger out of bound constraints for NHWC layout - Set the border size to the input's padding for NHWC - Fill the strides == 0 with the largest stride, so to avoid accessing empty strides and multiplying by 0 Resolve COMPMID-4088 Change-Id: I751a4e6d7094b3c42306ff7f53af848fd35f19ac Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5024 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2021-02-04Fix CL Compiler frontend failure for ArgMinMaxGiorgio Arena
- Change select condition's data type to satisfy its signature - Add failing test case with VEC_SIZE == 1 Resolve: COMPMID-4110 Change-Id: I52287bff7a2108f92fd12164e267df6c074d5508 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4978 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-03Fix OpenCL direct convolutionGian Marco Iodice
- The ARM DOT macro was using wrong variables for performing the dot product - K0 could be a non power of 2 values when IFM was not a multiple of 16 - Refactor the test for direct convolution NHWC Resolves COMPMID-4135, COMPMID-4155 Change-Id: I3a2dc89ef613ae20245cfc28e76ea36c55eaf81d Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4962 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-03Fix segfault in fsrcnn.tflite in GpuAccTeresa Charlin
* In CLDirectConvolution check for non-bias separately Resolves: COMPMID-4214 Change-Id: I83c0688e9b48d059665bbc6e1f0f050a516132d6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4980 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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>
2021-02-03Add WBSM tuning to CLTunerManuel Bottini
Add WBSM as possible parameter to be tuned Add helper functions to check WBSM support and setting the value in the kernel Update tuning parameter lists to use WBSM Update CLTuner to use WBSM The WBSM tuning is exposed as a parameter to be set at compile time by setting the CLTuningInfo CLTuningInfo contains information about the tuning mode and if wbsm tuning enabled Resolves: COMPMID-3936 Change-Id: Id53697c9c6d2cef41c049f368002f6197351b3ed Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4914 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-02-01Compress OpenCL kernel files using zlib for AndroidGeorgios Pinitas
Kernel files are embedded into the binary as the default option when building which leads to binary size bloating. Add `compress_kernels` option and utilize zlib for further compressing the text kernel files and reduce the overall binary size. We use a base64 encoding/decoding to ensure that the strings can be easily embedded. This adds to the binary size but still the overall reduction is significant. Maximum compression level 9 is used. Option is currently restricted to Android builds as android toolchain provides a zlib library. Initial experimentations indicate a binary size reduction of 50% Resolves: COMPMID-4017 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iee81b8c00391b26a5f41642699692928a4d6bd6e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4958 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-29 22:37:46 +0000