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2021-11-28Decouple CpuAddKernelDana Zlotnik
1- NEON supported data types are : fp32, fp16, u8, s16, s32 , q8, q_s8 , q16 2- SVE supported data types are: fp32, fp16, u8, s16, s32 3- SVE2 supported data types are : q8, q_s8 , q16 4- Re-arange SVE folder sturct ** Need to remove gaurds and add testing after Multi ISA build system and validation tests will be avalible Resolves COMPMID-4635 Change-Id: I90e4f6a219478aa9ad5c4a6b9858496afa8af42d Signed-off-by: Dana Zlotnik <dana.zlotnik@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6711 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-11-26Rework gemm_reshape_rhs_(nt,t) with new macrosGian Marco Iodice
Resolves COMPMID-4891 Change-Id: Ifdf2a0eaed23347a1b4465ea8d58c11b72083952 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6741 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2021-11-23Decouple data type for NERangeKernelYair Schwarzbaum
- Decouple data type for CPU implementation, supported data types are: fp32, fp16, u8, u16, u32, s8, s16, s32 Resolves COMPMID-4612 Signed-off-by: Yair Schwarzbaum <yair.schwarzbaum@arm.com> Change-Id: Iec9aab9f59c5a344950c788281fc500290a19bbc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6686 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2021-11-20Improve start-up timer for GeMM (floating-point):ramelg01
- Pass M,N,K at runtime as kernel parameters - Add a guard macro to compile only kernel of interest - Move reshpaing kernels to gemm_utils.cl - Remove the fallback reshaping kernel with Y-Padding support Resolves: COMPMID-4888 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: Ida3851326f0b77e410633271de9ecca106e37931 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6662 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-17Improve start-up timer for ClIm2ColGiorgio Arena
Resolve COMPMID-4889 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I4a88082b13865fdaeaba1b7216503cd640aa54df Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6680 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-17Improve start-up time for depthwise convolutionSheri Zhang
- Pass source and destination tensor dimension info at runtime Resolves: COMPMID-4887 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ib7c9f3ce6fb7cef600f7b0cd0fadafa4fa6888a1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6635 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-11-16Implement 1D Adaptive Workload Splitting in CPPSchedulerDana Zlotnik
Resolves COMPMID-4649 Change-Id: I941d2f8a40737ff05c49f6695a42884731ef2dc9 Signed-off-by: Dana Zlotnik <dana.zlotnik@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6656 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-12Fix PostOp dependencySiCongLi
In general src headers should not be included in any public header of other modules. Since there are modules (graph, tests) that rely on specific PostOp definitions in the previous src/core/experimental/PostOp.h, export it to the public arm_compute header Resolves COMPMID-4974 Signed-off-by: SiCongLi <sicong.li@arm.com> Change-Id: I0fa4da5108a34fe6bfff1e9d57839da4e51dc314 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6673 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-11-09Improve start-up time for ClScaleAdnan AlSinan
- Add macro guard for different kernels in scale.cl - Rework TENSOR4D to the new format - Pass scale_x and scale_y at runtime Resolves COMPMID-4886 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: Ib904a703d511fb8260618057ac92e5ea9efeee2b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6619 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-05Update GeMM heuristic on CPUGian Marco Iodice
Change-Id: I5a5537dc75d460b3fe2efb5cb0659c19e2972955 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6590 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2021-11-04Add validate tests for CLConvolutionLayer and CLGEMMConvolutionLayer with ↵SiCongLi
post ops * Add validate tests * Restrict post ops support in ClGemmConv2d to only those that do not need im2col or col2im. In practice this means we only support post ops in conv1x1 with stride = 1, dilation = 1 and data layout = NHWC Resolves COMPMID-4435 Change-Id: I1fdf0c5d565a4624857250075ac76db35c2f383b Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6573 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-11-04Add PRelu to supported PostOps in:ramelg01
- ClGemmMatrixMultiplyReshapedKernel - ClGemmMatrixMultiplyNativeKernel - ClGemmMatrixMultiplyReshapedOnlyRhsKernel Resolves: COMPMID-4713 Change-Id: I3adcb1b3d4af37ebcbc3bee19cc1845885d08600 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6553 Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-03Fix out-of-bound reads in cl gemm kernelsSiCongLi
* Revert "Remove padding in FP Cl Gemm kernels" This reverts commit 48717a3d38fef8d316cd4b9fd9a3bc1a43db736b. * Allow different boundary row handling strategies across native, reshaped and reshaped_only_rhs kernels by introducing a ELTWISE_OPERAND_ROW parameter to the macro Resolves COMPMID-4919 Change-Id: Icefc23c0760a6abb838fef1d0d5bda06b07c79e3 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6569 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-11-02Add post ops to ClGemmMatrixMultiplyReshapedOnlyRHSKernel and ↵SiCongLi
ClGemmMatrixMultiplyNativeKernel Part 3 Partially resolves: COMPMID-4435 Change-Id: Ifc5affa3a24a70942ca2d001380205df09b03ad7 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6550 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-11-01Remove padding in FP Cl Gemm kernelsSiCongLi
* Remove rhs and bias padding in ClGemmMatrixMultiplyNativeKernel * Rework ClGemmMatrixMultiplyReshapedOnlyRHSKernel to use the same padding boundary condition as the other kernels Partially resolves COMPMID-4435 Change-Id: I1c17af9cca0b5cb3be087ce160948b7b0e62d297 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6549 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-11-01Fix dst "widening" validationSiCongLi
* Auto-initialize the dst tensor before checking for PostOp shape compliance so that we catch the invalid case of "widening" dst tensor shape * Rework post op validate test cases to be more readable Partially resolves: COMPMID-4435 Change-Id: I79943994182942f962e4d59a7fa0d6f017ae9ac7 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6548 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-28Add experimental PostOp interface to ClGemmMatrixMultiplyReshapedKernel Part 1SiCongLi
This interface supports the fusion of multiple elementwise operations Partially resolves: COMPMID-4435 Change-Id: If68dd7dd98dcf239fde7cb1f0a4a6d4d1e899a6f Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6483 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-27Improve conv3d validationFreddie Liardet
Improve validation of cpu conv3d and add validation test. Align Size3D to Size3D comparison with how Size2D implements it. Remove print statement in MaxUnpooling validation tests. Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I17048d56b08704cdbf1ad978af02009e57f3aa83 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6512 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-20Implement CLDirectConv3DKernel - uint8/int8Giorgio Arena
Resolve COMPMID-4663 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I5c3c1cffed5385c06b789543318f7f4d6096987e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6468 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2021-10-18DirectConv3d support refineSheri Zhang
- Decouple data support of CpuDirectConv3dKernel - Update documentation for Conv3d Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I1d94aa28f821f45a1a3d39cc3335c8faeee89f0d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6453 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-18Remove legacy GeMM kernels on OpenCLGian Marco Iodice
Resolves COMPMID-4446 Change-Id: I1d3c2391b67681f4d3af440826aa95b47a1288a6 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6444 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-18Fix precision issue in ChannelShuffleKernelPablo Marquez Tello
* Fixed the issue in NHWC Neon * Fixed the rounding error in CL * Added a new test case to reproduce the problem * Resolves COMPMID-4831 Change-Id: I1613168cad580ca5acefe8ba340130af05cffaff Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6454 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-18Add user provided JSON operator list buildFreddie Liardet
Allow ACL to be built via a user provided JSON file containing operators, data types and data layouts. Modify TFLite file to JSON file script to output data layouts. Fix build issue with "fat_binary" and "high_priority" options. Resolves: COMPMID-4697, COMPMID-4837 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I08d494151c98f804325707ffd922ffe216813023 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6427 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
2021-10-18Implement Minimum Workload Size (MWS) in all CPPKernels used by small networksDana Zlotnik
* create get_mws method in ICPPKernel class that retuns default value for all kernels * overwrite the default value for all the kernels used by small networks (according to banchmark case) Resolves COMPMID-4648 Change-Id: I46d7cae61217213279d2ee740edc73f600b6d576 Signed-off-by: Dana Zlotnik <dana.zlotnik@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6412 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-15Fix CLConv3D filelist and commentsGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I4d48f1b8eba6681a9de0ae5f1fd8a4ad1edf7fe8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6439 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-14Implement CLDirectConv3D f32/f16Giorgio Arena
Resolve COMPMID-4660 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ibd66ec1eb6faa60086981b1e3a9c12561df3445f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6420 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-10-13Improve performance of Softmax uint8 on GPUAdnan AlSinan
Resolves COMPMID-4805 Change-Id: I0acd4479f196cf9518995a60d3b57a9a49e0db57 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6413 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Freddie Liardet <frederick.liardet@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-10-11Fix precision issue in ChannelShuffleKernelPablo Tello
* Partially resolves COMPMID-4831 Change-Id: I2100432c51f2a4d2f2524ed7a3574035632c092c Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6403 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Freddie Liardet <frederick.liardet@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-07Add support for 5D data layout indexingGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ib346bb6b90d2220ec5934c83a9a1f0cd540b8731 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6377 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-07Per-operator build dependenciesGeorgios Pinitas
Creates a list of operators their respective dependencies. Alters the build system to walk-through them resolve the dependencies and build Compute Library. Removes the following unused kernels/functions: -[NE|CL]MinMaxLayerKernel -CLFillBorder Resolves: COMPMID-4695,COMPMID-4696 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I35ebeef38dac25ec5459cfe9c5f7c9a708621124 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/357914 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6295 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-06Fix the multipliers calculationPablo Marquez Tello
* Removed code forcing the multipliers and shifts to 0 * Resolves COMPMID-4833 Change-Id: I7c0eadde3691732c263818bb1cd0fc0cb75ce5a9 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6378 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-10-05Fixed the compiler warning -Werror=type-limitsPablo Marquez Tello
* Comparison is always false due to limited range of data type. rescale_value is truncated to int32_t and then is compared agains (1ll <<31) which will be always false * Resolves MLCE-508 Change-Id: I252f64d4aec8f3e120d71fc5e40c7665816173ac Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6342 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-29Add support for non-constant weights and biases in CpuFullyConnectedGiorgio Arena
Changing the approach for specifying that weights and biases tensors are non-constant by making it a member of TensorInfo rather than an option of the functions. Resolves: COMPMID-4222, COMPMID-4811 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I9b0081ccbcf8271ce029ba6755563d64c59e1d32 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6313 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-23Fix inefficient store in gemmlowp_mm_reshaped_only_rhs_tGian Marco Iodice
- The out-of-boundary condition was performed also for PARTIAL_STORE_N0 = 0 Resolves: COMPMID-4774 COMPMID-4771 Change-Id: I0d7e078c67615b513ffeb66860f224999b5135fa Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6302 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2021-09-22Update OpenCL header file to version 2020.12.18Sheri Zhang
Resolves: COMPMID-4656 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I7735b9828736baa7cdc4690e191a489c824530c6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6280 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-16Revert "Add support for non-constant weights and biases in CpuFullyConnected"Pablo Marquez Tello
This reverts commit aed63ee175e0d64c934389e9d1b2edd0cb1a5cdd. * Resolves COMPMID-4812 Change-Id: I16919e2f3b22c868ae146d0d10dae97a80e1ba46 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6266 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-15Adds Conv3d reference implementation support.Adnan AlSinan
Expands the interface with the following items: - Size3D Class. - Conv3dInfo Struct. - Padding3D Struct. - Add 'NDHWC' to supported Tensor Data Layouts. - Add function to compute expected size of Conv3d. Resolves COMPMID-4658 & COMPMID-4657 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: Ic7452c48461eedaa38eaf3ac458f54b031e7dfa8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6187 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-09-15Update cpu heuristics for GEMMGunes Bayir
If available, it prefers MMLA over DOT for smallK kernels for int8 types for faster execution. Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Change-Id: I190142dc66555476b4d8266d22e54ce8b45fffdb Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6251 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-14Optimize ClScaleKernel on NHWC (f32/f16/int8)Gian Marco Iodice
The new kernel performs the computation on multiples elements. The OpenCL kernel has been re-implemented using the new TILE macros Resolves COMPMID-4803,COMPMID-4804 Change-Id: Iac8fead65e21b64567a05dbc4fbaa61d362443f9 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6235 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-09Remove padding from ClGemmMatrixMultiplyReshapedOnlyRhsKernelGiorgio Arena
Resolve COMPMID-4450 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I6f280d5d66ec43fb5cb06c83fe15a1f227ad165d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6232 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-08Fix vload_partial macros on OpenCLGiorgio Arena
When calling vload_partial, the macros were overriding the first values with a hidden double assignment Resolve COMPMID-4792 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I96bca60ae546fc34a71e69d5c471581a472d8ddf Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6231 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-09-07Remove padding from ClGemmMatrixMultiplyReshapedKernelGiorgio Arena
Create new macros for loading values from memory while being aware of boundaries of the tensor to not generate page faults. Resolves: COMPMID-4447 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ia5fd0a5dcb40942bccd5e686307d0055e1a1dd82 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6226 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-09-07Add support for non-constant weights and biases in CpuFullyConnectedMichele Di Giorgio
Changing the approach for specifying that weights and biases tensors are non-constant by making it a member of TensorInfo rather than an option of the functions. Resolves: COMPMID-4222 Change-Id: I96e6f3868f51785c9700a3ef6a1fe7b05747862c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6162 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-09-07Update cpu depthwise kernelsFreddie Liardet
Resolves: COMPMID-4688 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I9e22f967f5b7ccaebff2fc49f0253f621d62d820 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6030 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-06Revert "Remove padding from ClGemmMatrixMultiplyReshapedKernel"Pablo Marquez Tello
This reverts commit 50335fd3d0734157382741fcf1bfdaf630c60c4b. Resolves COMPMID-4792 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Change-Id: Ia6580143d9cf5a7bd5c87ca4214022f7c241ec6f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6214 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-03Remove padding from ClPool2dKernel NCHWGiorgio Arena
- Simplify NCHW kernel structure by removing old optimized paths - Merge quantized with fp kernels Resolve COMPMID-4722 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I79016b119619aed6a6193295601cd6517f14b88c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6183 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-09-03Fix CLNormalizationLayer NCHW border calculationSiCongLi
* Calculate border using both norm size and vec_size_x * Expose reference tensor printer Resolves: COMPMID-4793 Change-Id: I7bd8e49779baf7d6848271757bc7993aa1ed2960 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6201 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>
2021-09-01Remove padding from ClGemmMatrixMultiplyReshapedKernelMichele Di Giorgio
Create new macros for loading values from memory while being aware of boundaries of the tensor to not generate page faults. Resolves: COMPMID-4447 Change-Id: If9a455291e395ebd9070ebe5e120b3064d8fab29 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6168 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-01Fix strict overflow warningsMichalis Spyrou
Resolves COMPMID-2138 Change-Id: I5587fe53ec99d164413cde1809d1791bf909b8df Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6171 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-25Move CPU/GPU files from Core/Runtime to the respective backend foldersGeorgios Pinitas
Legacy structure contained two libraries core/runtime with two backends in each. We reduce the core/runtime libraries to a single library thus merging the backend files Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I69545765fe7a730368105cdbd067d3135ec7a174 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6155 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-07-02 19:59:00 +0000