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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>
2021-03-29Don't build tests by defaultMichele Di Giorgio
Change-Id: I168a90227f08987639512f6820d79287a7d4b136 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5313 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-26Check biases pointer before referencing in CLDirectConvolutionLayerMichele Di Giorgio
The biases input can be nullptr, hence we need to check before referencing. A test is also added to ensure a successful configure and run of Direct Convolution when there is no bias. Resolves: COMPMID-4315 Change-Id: I23223efd6ced81215aff490221fb4606945c139b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5322 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-26Remove GLES-related codeMichele Di Giorgio
Change-Id: I208281d6e9ec15f9dba03cfbdc36ba2bf072d592 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5314 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2021-03-22Increase tolerance for winograd input transform F32 NHWCGiorgio Arena
Resolve COMPMID-4302 Change-Id: I643554d1682991cd0d9c8e30f8474a24bd99d336 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5284 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-19Added Qasymm8 datatype support to NEROIPoolingLayer with TestsSuhail Munshi
Tests added to check ROIPooling Layer against reference with both Float32 and Qasymm8 input. Resolves : COMPMID-2319 Change-Id: I867bc4dde1e3e91f9f42f4a7ce8debfe83b8db50 Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/296640 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Comments-Addressed: Pablo Tello <pablo.tello@arm.com> Signed-off-by: Suhail Munshi <MohammedSuhail.Munshi@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5060 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-16Add test case for memory managed softmax layerSang-Hoon Park
A test case for softmax layer with a given memory manager is added to test the scenario where the external caller owns the memory manager. Resolves: COMPMID-4298 Change-Id: If37ce72f7dad5901740bd32de9d70ea576caa2ae Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5258 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-16Port Arm(R) Neon(TM) Scale to new APIManuel Bottini
Partially resolves: COMPMID-4190 Change-Id: I0c1e32ff6176775c9b7bf547899a791fd318ba0a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5192 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2021-03-08Add dynamic tensor support to CpuElementwiseSang-Hoon Park
The kernels and operators for binary and unary operations are now capable of being configured with dynamic shapes and computing windows at run-time. Additionally, changing arguments' names is done for consistency. Partially Implements: COMPMID-4127 Change-Id: I48e5038692db667dec7cb2b2906fe5683214fe19 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4973 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-03-03Create ClPRelu operatorSang-Hoon Park
Make the class that was in experimental namespace as ClOperator to prepare porting to new interface. The followings are added as a part of this change Also, in-place computation is now correctly considered to be aligned with the class description. Test cases to test in-place computation are added. Partially Implements: COMPMID-4184 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: I71c18ab47fe0370a2060d5303a58ff3650c0093f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5201 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-03-03Remove Compute Vision CL supportMichalis Spyrou
Resolves COMPMID-4151 Change-Id: I46f541efe8c4087f27794d2e158b6c1547d459ba Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5160 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-03-02Set up configure-only flag for validation. First trial with DepthwiseConvoltionGiorgio Arena
This is needed in order to validate OpenCL kernel run-time compilation, without necessarily running or validating the kernels' execution - Add a run-time option for our validation suite to only configure one target function, without allocating, running or validating - Avoid to map/unmap tensors in CLAccessor if no allocation/validation is required - Create a new Fixture macro that accepts fixtures split into configure/allocate_and_run/reference, and do the last two only if required - Adjust fixture and validation files for the first trial function(s) (DepthwiseConvolutionLayer) Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I56fa1ce5ef4ac0c86bcabda686cc277ef5ec69c8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5048 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2021-03-01Fix bug on CLGEMMMatrixMultiplyReshapedOnlyRHS testsGiorgio Arena
Resolve COMPMID-4289 Change-Id: Ib69425936dee418367aff4b8eeaa001dc9a8a75b Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5185 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-02-25Introduce Context opaque object of the new interfaceGeorgios Pinitas
An AclContext is introduced as part of the new interface. This object is responsible for any constructural services that the operators and other objects might need. Main options that can be passed to a context object are: - a target: for which all the subsequent object should bind with - capabilities: which are the isa/target features to enable - a mode: for which different strategies can be selected in the backend Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I315549e55d4d064cbe94dfa29d070dc281b447de Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5088 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-23Remove OpenGL ES supportManuel Bottini
Remove the following: - Relevant backend kernels - Relevant backend functions - Relevant backend validation tests - Relevant backend specific examples - Remove backend support from Graph API - Remove backend support from build system Update documentation Resolves: COMPMID-4149 Change-Id: Id0621d6ee35169754de458103907aaba4ef770c0 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5097 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-02-23Remove Compute Vision Neon supportMichalis Spyrou
Resolves COMPMID-4150 Change-Id: I316e8ab97de796666c71eadfde894715fcf4a1aa Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5141 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-22Comply 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>
2021-02-22Disable strict overflow warning for tensor_elem_atGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I7a3d59d837396f8a30677f427c5570e514f8e071 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5118 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
2021-02-19Fix tolerance for NEReduceMean on aarch64Giorgio Arena
Change-Id: I1f8ed31b0271d9755092d2ec8871a94feb4e5da2 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5106 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-17Update deprecation noticesGiorgio Arena
Change-Id: I6db0a10249b2212add3ff4bb2598b03cae2bff55 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5098 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-15Add WallClockTimer support for bare metal.Michalis Spyrou
Change-Id: I8f92a71fc6f5190ca3bb664208244f8bff1270af Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5066 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-10Fix tolerance issue in CL Winograd InputTransform FP16Manuel Bottini
Change-Id: I2874e1f3ff3f0b02edf465073a4a2de5171f0504 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5036 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@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>
2021-02-09Add mlgo to graph examplesSiCong Li
Resolves COMPMID-3847 Change-Id: I99f73bfc8eda66e8ce1dd1f2a18be76e9d826569 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5033 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2021-02-09Integrate MLGO into CLGEMM and CLGEMMLowpMatrixMultiplyCore: Part2SiCong Li
* Associate CLScheduler with CLGEMMHeuristicsHandle * Add option in arm_compute_validation for mlgo file path * Extend logging for the selection of gemm configurations Resolves: COMPMID-3843, COMPMID-3844 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I869c3a4122414ae6a7bbd721966c1da37621ca11 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5002 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-09Integrate MLGO into CLGEMM and CLGEMMLowpMatrixMultiplyCore: Part1SiCong Li
* Create a new public handle class CLGEMMHeuristicsHandle It is responsible for the loading and lifetime management of the underlying heuristics * Add to_string utility to several mlgo constructs for logging Resolves: COMPMID-3843, COMPMID-3844 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ib9c65e076daa6a9a204999cde9abf366dbabc496 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5001 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-08Make memset/copy functions state-lessSheri Zhang
Port following functions: - CLCopy - CLFill - CLPermute - CLReshapeLayer - CLCropResize Resolves: COMPMID-4002 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I8392aa515aaeb5b44dab6122be6a795d08376d5f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5003 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-08Fix tolerance for NEON RNNLayerManuel Bottini
Hide FP16 tolerances for NEON backend if FP16 vector arithmetic not supported Resolves: COMPMID-4239 Change-Id: Ib6aad2de8a0ea621e2fdb673b9bab92c0520acd5 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5022 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-05Fix tolerance for NEON RNNLayerManuel Bottini
Use same absolute tolerance as in the GPU backend Change-Id: I92d8ce93ca189dad70dff6226b3b501b724cea33 Resolves: COMPMID-4239 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5010 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-04Fix unused variable compilation errorGiorgio Arena
Resolve: COMPMID-4236 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Iaa64295c0155d3cdac6e53724c6c9674df790ee0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4998 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-02-04Fix 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>
2021-02-02Implement MLGO moduleSiCong Li
* Implement MLGOHeuristics which provides a query and a loading interface * Implement a top-down parser MLGOParser for parsing dotmlgo * Add validation tests for MLGOHeuristics Resolves COMPMID-3840, COMPMID-3841 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Iae96d2779524b2dd83623d1a3a30ef57823ae084 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4941 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-26Make CLArithmeticAddition kernel and function state-lessMichele Di Giorgio
Resolves COMPMID-4006 Change-Id: Iddc32b0b250142aac9a4a7b9dc0eef462d196025 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4913 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2021-01-21Add window parameter to schedulerSang-Hoon Park
To support window configured outside of kernels, the parameter is added to scheduler. The existing operators pass window from kernels to preserve the current behavior. Partial Implements: COMPMID-4003 Change-Id: I4514e12fb5b0c60e4adfc1a51e53a8a5de356a0d Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4892 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-20Integrate improved pooling layer on NEONMichele Di Giorgio
Resolves COMPMID-4035 Change-Id: I559f8c4208fba9193dfe5012f03ddaf26c746215 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4855 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-15Fix build error for gcc 10.2+Sang-Hoon Park
- Add -Wno flag for graph build environment - Use std::fill_n instead of memset Partially implements: COMPMID-3808 Change-Id: Ibed1f81c2cee8bcb12a6a0aa3fa5030d3a201d69 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4860 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-14Remove OpenCL padding CLTransposeKernelManuel Bottini
By handling more general NxM blocks (where M and N can be 1,2,4,8,16) instead of only 4x4, 8x8, 16x16 and managing corner left values with partial stores Resolves: COMPMID-3923 Change-Id: I49b1a560c8325e00e061bd04edcf55034d04dcd8 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4780 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Add support for macOSGeorgios Pinitas
* Add 'macos' as an additional OS build option * Guard unsupported paths like thread scheduling control and hwcaps checking with the __APPLE__ macro * Map linker options to respective Mach-O linker options Change-Id: I67bd9fa3c20831427b218ca7d3b4b9d454ab4fec Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4788 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Fix wrong file inclusion in QLSTMLayerNormalization referenceGeorgios Pinitas
Alter to include AsymmHelpers.h instead of AsymmHelpers.cpp Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib8c470c232d70b011b3c307a4b2c8ab0ca782708 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4851 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Add tolerance for quantized activations computed in floatMichele Di Giorgio
Some of the activation functions need complex mathematical operations and are implemented by dequantizing to float, performing the activation in the float domain and requantizing back. In such cases, the results may differ slightly between reference and optimized code. In fact, when running validation through valgrind we get a difference of 1 in the results and therefore, an absolute tolerance of 1 is added to the tests. Resolves: COMPMID-4067 Change-Id: Ic2eca5616371b0a324a246d40b515ddc9f576e61 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4841 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Alter tolerance in QuantizationLayer to use int8_t for asymmetric signedGeorgios Pinitas
Tolerance values passed to the validation process of QuantizationLayer for int8_t quantized types were in unsigned format leading in wrong interpretation of negative values. Thus, alter the tolerance type to use int8_t instead. Resolves: COMPMID-4090 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I82388a6e59cc91ca5093f0c665267b620523b122 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4848 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Remove OpenCL padding CLFloorKernelManuel Bottini
Use of proper vector size with boundary checking loads and stores Resolves: COMPMID-3922 Change-Id: Ib631d499603b860fcfdbe3da903b866a125359a8 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4789 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-08[Nightly Failure] Fix NEIm2Col argument validation errorsGiorgio Arena
- Permute input shape if NHWC for Im2Col's fixture Resolves: COMPMID-4081 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I9a46569f1cb2c09932ffb1b0afda6d66e93452de Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4777 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-08Resolve merge conflicts between new fills and new fp16 generatorGiorgio Arena
Resolves: COMPMID-4083 Change-Id: Ia1b595d972854ede7ff4104183d014ac6afe30d1 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4782 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-07Fix fill() for FP data type in fixtures - Part 2Giorgio Arena
Resolves: COMPMID-4056 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I6623eb9c0e66e52af4e0e9fb386031f4a09125b7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4722 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-20 05:34:05 +0000