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2020-06-04COMPMID-3164: Remove padding from NEUpsampleLayerKernelManuel Bottini
Change-Id: Ib96b7c8e86311acc1859c44afa3731e56373aa89 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3299 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3363: Create ScaleKernelInfoSang-Hoon Park
NEScaleKernel and NEScale are modified to use the new kernel descriptor. Change-Id: I32e3e2a5209a38f5bf32c43f64b2aa4430825988 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3239 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-01COMPMID-2395: Add support for U8 datatype to CropResize on NEONMichele Di Giorgio
Change-Id: Ia356b3545e01ccc98056951f3a20ed2712240dac Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3283 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-28move ndrange.hpp header into arm_compute directoryVincent ABRIOU
ndrange.hpp file is needed by arm_gemm_compute_iface.hpp when building armnn. In a cross compilation environment like Yocto Openembedded, the installed include files comes from either /arm_compute, /include or /support directories. So to avoid armnn build failure, ndrange.hpp need to be moved in arm_compute/core/NEON/kernels/arm_gemm directory. Other files that need ndrange.hpp to build are updated accordingly. Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com> Change-Id: Icc8e18b23dd06c56e0c49a84d4a51bfd85fe2290 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3271 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-05-20COMPMID-3460: Refactor NEElementwiseUnaryKernelMichalis Spyrou
Removed most of the templates and refactored the code. Performance is the same but the libary size dropped by 52Kb. Change-Id: I41ff0c0853c923d925cdaeb05f4a58c9086fff94 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3190 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3176: Remove padding from NEArithmeticSubtractionKernelMichalis Spyrou
COMPMID-3487: Refactor NEArithmeticSubtractionKernel Refactored code in order to remove paddings. This resulted in a big increase in libary size so after some rework the total size dropped by 4Kb. Change-Id: I4e3014c2ae49c29c6090b195ea16620afcf6c09f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3206 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-13COMPMID-3483: Refactor NEDepthwiseConvolutionLayerNativeKernelMichalis Spyrou
Removed is_per_channel template arguments since it wasn't used anywhere and also made has_biases a runtime parameter. The total size reduction from this change is 28.6kb. Change-Id: I292ac27ae3ea2885b8438f613390486323982664 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3189 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-13COMPMID-3108: Add Winograd 3x3,4x4 FP16 support for NEONGeorgios Pinitas
Change-Id: I20680dc74a3d709297539e2132417308a7aecc9d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3159 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-13COMPMID-3463 Refactor NECropKernelMichalis Spyrou
Removed most of the templates used in this kernel. This resulted in a reduction of 35Kb. Change-Id: I0d50aa769b361790d47a8017d795f2c92c6d8a6f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3158 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-12COMPMID-3442: Add support of negative axis in NESoftmaxLayer and reference codeSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I285cc3b74ac0a45f0ad5830baed5237cea568f15 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3147 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-12IVGCVSW-4744 CTS: RandomGraphTest LargeGraph failures in CpuAcc HAL 1.2 and 1.3Sadik Armagan
* Retain data layout for SpaceToBatchLayerKernel and BatchToSpaceLayerKernel Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I5bd0c3ca90a4964eda9f838c97c784aced0f4579 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3166 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-10[ONCPUML-7] arm_compute support for ND parallelismJoseph Dobson
Currently 1D ranges of work are specified by the scheduler via two integers, start and end. This limit opportunities for advance parallelism and scheduling This patch expands the interfaces to allow for ND parallism. `GemmCommon::get_window_size` now returns an `NDRange` specifying the work in N-dimensions rather than with the single integer it used prior (1D) Execute now takes an `NDCoordinate` which specifies an `NDRange` with a start position for that work along with an `NDCoordinate` to specify the thread location In addition to expanding the interface to enable this functionality, we have added the capability to SGEMM when the number of threads is high this has the effective of allowing a much greater degree of parallelism where te problem dimension would previously have limited the number of threads. Change-Id: I3e1a8b7276216627bec4ff6f24ac2147552ea9fb Signed-off-by: Joseph Dobson <joseph.dobson@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2962 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-05MLCE-166: Add support for extracting indices in NEPoolingLayer 2x2 NHWCmorgolock
* Added support for pooling indices in NHWC Poolsize 2x2 Change-Id: Ib2a3468e794f58bbf2c03aba9f6b184b9d76b183 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2997 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>
2020-05-01COMPMID-3379: Add support for QASYMM8_SIGNED in NEScaleSheri Zhang
Update QASYMM8_SIGNED support document Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ia0cb0d2eed13e7e38b165dc317af06e7f2df4285 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3132 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3241: Add Layer Normalization to NEQLSTMLayerSang-Hoon Park
- Add output quantization calculation to Layer Normalization - Add members for Layer Normalization to NEQLSTMLayer - Add configure/validate/run of Layer Normalization to NEQLSTMLayer Change-Id: I278c8e0edbb21212f3afa4d4a336df0f1a4c1bfb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3059 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3237: Implement NEQLSTMLayerMichele Di Giorgio
COMPMID-3082: Extend NEQLSTMLayer with enhancements Change-Id: I88175b7bf69494a4eae510b74176fe8a0d6cd770 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2969 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-07COMPMID-3281: Implement QSYMM16 Layer Normalization for NEON QLSTMSang-Hoon Park
- Reference kernel is modified to use the same algorithm as NEON kernel. - NEON kernel is implemented. - Tests for validation and run are added. Change-Id: I3533bc2bd12c6e9cc75d837ecf193f74ceddf796 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2948 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-04-01MLCE-166: Add support for extracting indices in NEPoolingLayer 2x2 NCHWmorgolock
* Added initial support for pooling indices * Only supported for NCHW Poolsize 2 Change-Id: I92ce767e64fcc01aae89411064b4cb2be272a1e9 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2927 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-01COMPMID-3237: Add support for QSYMM16 into S32 NEPixelwiseMultiplicationKernelMichele Di Giorgio
Change-Id: I8dc3348db37b041f442639ac0d072740ca639878 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2960 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-27COMPMID-3237: Add support for QSYMM16 ArithmeticSubtraction on NEONMichele Di Giorgio
Change-Id: Ib38796e52665233351b181bf3417eb5650ad7ca7 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2939 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-26COMPMID-2966 Add support for QASYMM8_SIGNED in ↵Luca Foschiani
NEGEMMLowpQuantizeDownInt32ToUint8ScaleKernel Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: Ia8692f8fda16fa3b73f343e4b5b1b55e14403225 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2750 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-16COMPMID-3237: Extend GEMMLowpReduction kernels to multiply reductions by a ↵Michele Di Giorgio
scalar value Change-Id: If2a242f52aea753591525d30a4cb64c1a766bf8d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2881 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-12COMPMID-3160: Add Bfloat16 support in NEGEMMConvolutionLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0e449306c138a562ffc1455e76ec44b2fd059d85 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2860 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-10COMPMID-3203: Fix build failure with GCC 9.2Georgios Pinitas
Rework convolve3x3 to avoid erroneous behavior by the register allocator. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ifff2f4ae3a95b894462c7457ffba1f710cce0577 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2839 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-06COMPMID-3156: Remove padding from NEDepthConcatenateLayerKernelMichalis Spyrou
Change-Id: I875a116a2527f19774c80e0da3153264564c960d Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2829 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-03-06COMPMID-3179: Remove padding from NEBatchConcatenateLayerKernelMichalis Spyrou
Change-Id: Ie6b03726e215a7766db45df1c65d309a26aacff2 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2833 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-05COMPMID-3152: Initial Bfloat16 supportGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie6959e37e13731c86b2ee29392a99a293450a1b4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2824 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-03-02COMPMID-3165: Remove padding from NEYOLOLayerKernelMichalis Spyrou
Change-Id: I74338c3b0a173337cd1c8d89cb98217b7c943d5b Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2814 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-02-26COMPMID-2819: Delete move semantics from classes that use std::mutexGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6ea0ab7af7d2b9cb2dcb23627eb909cf7e88a5b0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2775 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-02-26COMPMID-3034: Add NERequantizationLayerKernelManuel Bottini
Change-Id: I3f098c3c2c2031d8cbe7326eab88a4e78bda867f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2704 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-02-26COMPMID-2774: Add support for QASYMM8_SIGNED in NEReductionOperation, ↵Luca Foschiani
NEReduceMean and NEArgMinMaxLayer Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: Icf198a983c8ce2c6cd8451a1190bb99115eac3af Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2652 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>
2020-01-24COMPMID-2809 Added support for QASYMM8_SIGNED in NEUpsampleLayerLuca Foschiani
Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: I61638cb1e4f65130b150a456dc1cdb90099b0efa Reviewed-on: https://review.mlplatform.org/c/2615 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-23COMPMID-2772: Add support for QASYMM8_SIGNED in NEPoolingLayerManuel Bottini
Change-Id: Ia8ef8f83eb8625a6a609e06dca89d674b07c59cd Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2628 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-23COMPMID-2923 Integrate arm_gemm per channel quantizationMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I8667e75843fdd6ac75bd8272a86a348b830da28d Reviewed-on: https://review.mlplatform.org/c/2548 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-16COMPMID-2994: Add support QASYMM8_SIGNED in NEComparisonOperationKernelmorgolock
Change-Id: I56be8c6a18b6d73d7c903fb9d64d205e125358f2 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2589 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-16COMPMID-2766: Add support for QASYMM8_SIGNED in NEDepthwiseConvolutionLayerMichele Di Giorgio
This patch also adds support for QASYMM8_SIGNED in the generic functions that uses NEDepthwiseConvolutionLayerNativeKernel. Change-Id: I74a99e1476cb1ebd2078e076ab2bea703949527b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2552 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-15COMPMID-2819: Retain layout in NEIm2ColKernelGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I5af7f9f87cedcfc8a4d59e0376113d2f285754fd Reviewed-on: https://review.mlplatform.org/c/2592 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-13COMPMID-2819: Fix nightly build failure in bare metalMichalis Spyrou
Change int to int32_t in order to fix bare metal failures on armv7a. Change-Id: I35960a8d6521eed7bb498bb3a7c5c266a1958d8a Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2576 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-10COMPMID-2800: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
NEDepthwiseConvolutionLayer3x3Kernel Change-Id: Ia5d23ff2c9e59c80ded2fac5ca02704214f0a01a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2537 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-10COMPMID-2799 Add support for QASYMM8_SIGNED in NECastLuca Foschiani
Change-Id: I671d645cb458bfd5820192156c86cc8d6182fb5a Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Reviewed-on: https://review.mlplatform.org/c/2553 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-08MLCE-139 add align_corners parameter to NEScaleSang-Hoon Park
Change-Id: I497ceb54c5fd8af1af8c529f90fd5a00a45263c8 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2538 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2020-01-06COMPMID-2801: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
NEDirectConvolutionLayerOutputStageKernel Change-Id: Ib047dd1024b8ecac60e2d368cb161ca418c933ff Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2503 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-12-20COMPMID-2773 [NE] add support for QASYMM8_SIGNED to QuantizationLayerSang-Hoon Park
Change-Id: Ib692a79228fd85ee600c212d77439ca38d71f332 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2377 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-20COMPMID-2807: Add support for QASYMM8_SIGNED in NEGEMMMatrixVectorMultiplyKernelMichele Di Giorgio
Change-Id: I8d33969dfc61c9a3793954cc12d22f24fb9117f0 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2513 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2819: Retain data layout in NESpaceToDepth and NEDepthToSpaceGeorgios Pinitas
Retain layout from configuration to execution as following configuration might alter tensor meta-data in client code. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ifdbb285809956b966ea534ab3ab231911a307cc0 Reviewed-on: https://review.mlplatform.org/c/2512 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2980 (Nightly) armv7a build failuresMichalis Spyrou
Change-Id: I8c2a20fc345694d1ad6e0fe63e4f22fb73e6c1df Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2463 Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2819: Retain configuration step data layout to avoid side-effects.Pablo Tello
Configuring functions serially can lead to side-effects in tensor attributes. One of them is the data layout changing in case functions share same IO tensors. Retain DataLayout used during configuration. Change-Id: Ic8594300dc428282f4f9b9196f0d64842b6c1868 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/217277 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/2505 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2819: Retain configuration step data layout to avoid side-effects.Georgios Pinitas
Configuring functions serially can lead to side-effects in tensor attributes. One of them is the data layout changing in case functions share same IO tensors. Retain DataLayout used during configuration. Change-Id: I17538ce08b86df6986f0fcf21fa6544fbd5bd74b Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2470 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-12-13COMPMID-2811: QASYMM8_SIGNED support in NEPixelwiseMultiplication.Pablo Tello
Change-Id: I4e52bd55fc9804796f47fab04859961d846f4ceb Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2459 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2754: Add support for QASYMM8_SIGNED in NE kernels/functions.Georgios Pinitas
Kernels/Functions extended support: - NEBatchToSpaceLayerKernel/NEBatchToSpaceLayer - NEChannelShuffleLayerKernel/NEChannelShuffleLayer - NECol2ImKernel/NECol2Im - NEConvertFullyConnectedWeightsKernel/NEConvertFullyConnectedWeights - NECopyKernel/NECopy - NEConvolutionLayerReshapeWeights - NEDepthToSpaceLayerKernel/NEDepthToSpaceLayer - NEFlattenLayerKernel/NEFlattenLayer - NEFillBorderKernel - NEFullyConnectedLayerReshapeWeights - NEGatherKernel/NEGather - NEGEMMInterleave4x4Kernel - NEGEMMTranspose1xWKernel - NEIm2ColKernel/NEIm2Col - NEMemsetKernel - NEPadLayerKernel/NEPadLayer - NEPermuteKernel/NEPermute - NEReverseKernel/NEReverse - NEReorgLayerKernel/NEReorgLayer - NEReshapeLayerKernel/NEReshapeLayer - NESplit - NESlice - NEStridedSliceKernel/NEStridedSlice - NESpaceToBatchLayerKernel/NESpaceToBatchLayer - NESpaceToDepthLayerKernel/NESpaceToDepthLayerKernel - NEStackLayerKernel/NEStackLayer - NETileKernel/NETile - NETransposeKernel/NETranspose - NEWidthConcatenateLayerKernel/NEHeightConcatenateLayer - NEHeightConcatenateLayerKernel/NEHeightConcatenateLayer - NEDepthConcatenateLayerKernel/NEDepthConcatenateLayer - NEBathConcatenateLayerKernel/NEBatchConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia070332ad4c4dbced2541dc46f7f2f3a86833b65 Reviewed-on: https://review.mlplatform.org/c/2442 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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