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2020-05-28move ndrange.hpp header into arm_compute directoryv20.05branches/arm_compute_20_05Vincent 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>
2020-05-26COMPMID-3499: Fix integer overflow for large GEMM on NEONSang-Hoon Park
Change-Id: Id9eef3abc8a902b52ba61772f716f2ba2b97f7d4 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3245 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-22COMPMID-3069: Removing deprecated functions and classes from 20.05 releaseManuel Bottini
Change-Id: Ic4d20995d6c6bb76d07113e86247bad2722e4e83 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3244 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-21COMPMID-3069: Fix CLQLSTM configure argument orderMichalis Spyrou
Change-Id: I5f56d65df38e9ac035a27dd2b15925c576cc3932 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3242 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3491: ReduceMean not properly validating quantizationsManuel Bottini
Change-Id: Ia2563da7271592c4c55dde7fcecaedda6a46a781 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3236 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-14COMPMID-3069: Align graph convolution implementation for CL and NEON.Georgios Pinitas
Enables fast-math on Neon backend for convolution Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia072f0fd2db1f0814562049b290cffc91cbbd9a8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3201 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-14COMPMID-3290: Test improvement for CLGEMMMatrixMultiplyReshapedOnlyRHSKernelSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I7335ee07f777087e06ca26f762b2b5e3668362ab Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3175 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-13COMPMID-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-3484: Regression in Transpose convolution Android R CTS test.Manuel Bottini
- Removing _flip_axis from _memory_group management Change-Id: Ica3039fa7b545b34de231bcd7620d76914681808 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3191 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-13Introduce CL kernel cache featureInki Dae
This patch introduces CL kernel cache feature for NN runtimes such as ARMNN or other in-house versions. Originally, this feature came from utils/Utils.cpp and utils/Utils.h files but was used just for testing. Caching CL kernel binaries is mandatory and required for real product because inference performance at first run is one of very important factors. This patch exposes two API - save_program_cache_to_file and restore_program_cache_from_file so that NN runtimes can use these API to cache the compiled CL kernel binaries. Changelog v1. - Reordered including headers suggested by Manuel Bottini. - Updated description. Changelog v2. - Drop function descriptions. Changelog v3. - Fix build error with opencl = 0. As for this, it moves two functions, save_program_cache_to_file and restore_program_cache_from_file, to src/runtime/CL/Utils.cpp and arm_compute/runtime/CL/Utils.h, and set ARM_COMPUTE_CL flag only when opencl = 1. This change makes CL kernel cache feature to depend on OpenCL support. Changelog v4. - Fix coding_standard_checks error. Changelog v5. - Add a new cpp file to Android.bp to fix coding_standard_checks error. Changelog v6. - rebased on top of master, and dropped _new_built_programs_map object so it adds compiled CL kerne binaries per model to a given file. Changelog v7. - Correct descriptions. - Correct arm_compute/runtime/CL/Utils.h file description. - Correct src/runtime/CL/Utils.cpp file description. - Drop ARM_COMPUTE_CL ifdef ~ endif from examples/cl_cache.cpp - Do not add 'ARM_COMPUTE_CL' flag at SConscript. Change-Id: I8c640fb1809ca79191daf5b1ff72a50dd492c36d Signed-off-by: Inki Dae <inki.dae@samsung.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2914 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: 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>
2020-05-13COMPMID-3464: Address NESoftmaxLayer failures for QASYMM8_SIGNEDGeorgios Pinitas
Normalization with the maximum value was causing results to wrap-around As a work-around we use saturating intrinsics to perform the operation Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I719b7ac7ad274dc2ae339bc4a055f9200134ed97 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3184 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3439 Fix CLQLSTMLayerSiCong Li
* Apply conditional data type check to CLGEMMLowpMatrixMultiplyNativeKernel Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ife9f85ec91ca38d079b9b4e045fbd4585dd1c8dd Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3180 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> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3439: Fix peephole and projection in CLQLSTMLayerSang-Hoon Park
The followings are essential to make it work - QSYMM16 is added as supported data type in CLGEMMLowpOutputStage - Internal TensorCopyKernel is added similar to NEQLSTMLayer The followings are fix for related things. - Projection is modified to remove copy of projection_bias from NEQLSTMLayer. - Fix wrong argument for validate_mm() - validate_mm() now returns on error. Change-Id: Icbd04e9fdb8821eb41dd3e0a6a0980965b779714 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3177 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2020-05-12COMPMID-3470: Modify NE/CLQLSTMLayer interface to provide 3 outputsMichele Di Giorgio
Change-Id: I895b697c89c9a7509d48a54ac1effb7fbd8cca19 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3174 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-12IVGCVSW-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>
2020-05-12COMPMID-3316: NEDeconvolutionLayer failing for a big inputManuel Bottini
- Using NEDirectConvolution for big shapes since the memory required explodes for 9x9 kernel - Adding test cases - Fix enables only the NEON Deconvolution for NHWC Change-Id: I8a541346428e5686818f8ecb7f69e2a9106cbceb Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3135 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-11COMPMID-3467: Zero-initialize std::array in ndrange.hppGeorgios Pinitas
Fix uninitialized variable warning. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ifeabc68e2ed3bc35b6cb68890716cceea6b519db Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3170 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-11COMPMID-3239: Fix projection and peephole in NEQLSTMLayerSang-Hoon Park
- Peephole and projection has been fixed to be working - Small internal kernel copying data between tensors to cover the case where num_units and output_size is different is added. Below is strictly outside of this patch's scope but are changes helping this patch working (directly or indirectly) or making NEQLSTM more complete. - Consideration for layer normalization is added to InfoHelpers - QSYMM8 data type is added to helper function to print out tensors. - NE/CLLSTMLayer::validate() logic has been modified to use correct value for shape validation. Change-Id: I40b4e71dfdbe8432caa2fe4a9af60a725362cc33 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3157 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-10[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>
2020-05-07COMPMID-3459: Updated heuristic in CLGEMMReshapedOnlyRHSKernelGian Marco Iodice
Change-Id: Ib958649d0193c148f45d72404da21d3f02dc5183 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3154 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-05-06COMPMID-3459: Update the heuristic for GEMV for F16 on Mali-G77Gian Marco Iodice
Change-Id: I10020cd5c88ec1926087531c4c4ce0a1cfaf43c9 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3151 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-06COMPMID-3434 Add SIMD support in gemmlowp_mm_nativeSiCong Li
* Add SIMD support in gemmlowp_mm_native for Midgard arch * Extend the validation test to include the corner case of m0=1, n0=1 and k0=1 Change-Id: I1f5e384b206a20e974932b8aa10cd628c69e5efc Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3142 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-05-05COMPMID-3443: Android R CTS 1.3 QASYMM8_SIGNED failure with MEAN on CpuAccManuel Bottini
- Properly perform the division of the sum of the elements by the interested dimension of the tensor Change-Id: I0a30be4e5e6cfc1bd24a17eb4307dd2acf98db3e Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-05-05COMPMID-3428: Fixed Mali-G77 heuristic for GEMMReshapedOnlyRHS - f16Gian Marco Iodice
Change-Id: Ie1f021235edf3d60171a252d519c53df2d7fb0c6 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3146 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-05COMPMID-3444: Fix CpuAcc Hal 1.3 PRelu failure issueSheri Zhang
Fix CpuAcc Hal 1.3 Max & Min failure issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ib519e6c6717e6608106aebc8c1cd751a731428a3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3139 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@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>
2020-05-04COMPMID-3441: Nightly failed due to NEScale QASYMM8_SIGNED output wrong resultMichele Di Giorgio
Change-Id: I4a97523408f44c509ba0f6bf180c56ea33b964cf Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3138 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@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>
2020-05-01IVGCVSW-4743: Fix CpuAcc Hal 1.3 Comparison FailuresMichele Di Giorgio
Broadcast for QASYMM8_SIGNED was not handled. Change-Id: Id5dbb0dce78838319218de94551bba52d697f4a4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3131 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Validate bias dimensionality in NEFullyConnectedLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib5add7951417806f89ce9445f8cdd723488193c3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3119 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Allow different quantization info in NEElementwiseMin/MaxMichele Di Giorgio
Change-Id: I97f9f7e9f054b2a812a23b25cfb21033f76a9101 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3125 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-28COMPMID-3407: HAL 1.3 Driver TransposeConv2D VTS FailureMichele Di Giorgio
Upsample wasn't done with the correct zero value. Change-Id: Icf55c0584342979ec4277a80832d29954f5f960c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3115 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-27COMPMID-3291: Test improvement for CLWeightsReshapeKernelSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I9956a3bdfa4ddbb205111ff2524ff40cf57644e0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3052 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-26COMPMID-3240: Add support for layer normalization to CLQLSTMLayerSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I45359a4ddb46c059097a2d77c008f802e8f4c143 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3065 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-23COMPMID-3280: Make all ML primitives for CL use the new interface - Part 2Manuel Bottini
- CLFunctions have been updated Change-Id: Ie3256a6c775bc12f3126482bd8e8a46da54b267c Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3053 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-23COMPMID-3394: Replace get_cl_type_from_data_type in AllSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I978050182817c964779c775cdefd88d2c7df0ca5 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3069 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-04-23COMPMID-3405: Fixed issue in gemmlowp_mm_native - OpenCLGian Marco Iodice
The issue was related to the creation of the transpose macro with N0 = 1 Change-Id: I1006bee583b99302d29346ffe7a54361f32d1ede Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3086 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3069: Requantize in int32_t in RELUs of NEActivationLayerKernelMichele Di Giorgio
Requantization must be in 32 bits as there is a multiplication by scaling factor and an offset addition. In this case, clamp was interpreting the input as an 8-bit value, therefore cutting the remaining 24 bits. Change-Id: I31a5837a94e229201a023b1617fc2df5c35f61e3 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3076 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3280: Make all ML primitives for CL use the new interface - Part1 - Fix3Manuel Bottini
- const fix in the CLKernels part 3 Change-Id: I9cfb896f334145249a97c9287fa00399b8319a8e Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3075 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3280: Make all ML primitives for CL use the new interface - Part1 - Fix2Manuel Bottini
- const fix in the CLKernels part 2 Change-Id: Ia12845e291b4137cbaf76eb8438e381c4fd0368a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3071 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-04-22COMPMID-3280: Make all ML primitives for CL use the new interface - Part1 - Fix1Manuel Bottini
- const fix in the CLKernels part 1 Change-Id: I17340cb6ff26afd52b14b46645efedbe07aef1b6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3067 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-21COMPMID-3069: Fix QASYMM8_SIGNED RELUs in NEActivationLayerKernelMichele Di Giorgio
Wrong boundaries were used for clamping the output when data type was QASYMM8_SIGNED. Change-Id: Ie93bf64643fce95be2b4a5a63ef2d1dc83bbdd97 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3064 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-21COMPMID-3236: Implement CLQLSTMLayerMichele Di Giorgio
COMPMID-3081: Extend CLQLSTMLayer with enhancements Change-Id: Idb7aaaacdba957e5ad61e94edeab2e898730a109 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3057 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID: Fixed issue in the scheduler of NEConcatenateLayerGian Marco Iodice
Change-Id: Ibee18503ae94da43811e8ad73760abf111c34ff7 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3063 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3241: Fix hidden scale in NEQLSTMLayerSang-Hoon Park
- Fix wrong data types in LSTMParams - Add logic to ignore epsilon for quantization multiplier computation - Ignore epsilon for hidden gate scale computation Change-Id: Ia0b2f523b1c2ad325f3523439a8eea051d81958c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3058 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3304: Update OpenCL GEMM heuristic for Int8Gian Marco Iodice
Change-Id: I6b7ff678d8d0437a1639db2ff602ea1cdb155464 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3056 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-17 20:32:32 +0000