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2019-11-25COMPMID-2952: NEON failing with 'bus_error' on 32-bitGeorgios Pinitas
32-bit requires aligned accesses thus enforcing a default alignment of 64-byte when it's not explicitly specified. Change-Id: I4aed2ed4c8147884dcdeabfa3c043c685adc4fd5 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2357 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> (cherry picked from commit 646d4e4c8289580eb38895d2b0d7c691441d776a) Reviewed-on: https://review.mlplatform.org/c/2359
2019-11-25IVGBENCH-1661: Segfault on FP16 for NEONGeorgios Pinitas
Failures were caused due to integer overflows as mixed calculation between int32_t and uint32_t were taking place. Change-Id: I72efb331c7b3093a71cf83639eb7e89f1c2c29fc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2356 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> (cherry picked from commit 0922dbbfe403716e79541115ac17a1544022836f) Reviewed-on: https://review.mlplatform.org/c/2358
2019-11-22COMPMID-2855: NEReduceMean throws error for invalid configsPablo Tello
Change-Id: I600507d0de19d7da6c1a13edcfff0a11ea6b5264 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2254 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: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2019-11-22COMPMID-2943: Instance_Normalization VTS test on relaxed mode on GpuAccMichele Di Giorgio
CLInstanceNormalizationLayer assumes there is no padding both on the input and output tensors. Although it is true that the operator itself does not add any padding, other layers might do it, therefore breaking the assumption. Change-Id: Ief7b74017ca0303bfb0670690f6d9ecbd4b9c29c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2336 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-21COMPMID-2920: NEInstanceNormalization fails on NHWC validationsManuel Bottini
Improved TensorInfo to accept DataLayout, useful to test the validate functions Removing nighlies tests Moving all vpadds instructions in add.h Change-Id: I96290a6f26272eae865dba48bbc3c6aee4bc0214 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2287 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>
2019-11-18COMPMID-2853: Fix VGG16 for fp16.Georgios Pinitas
Half the number of granules for fp16 compaired to fp32. Change-Id: Id9a39d29a5b08295fade8271b93ef80a19a536ce Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2298 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-18COMPMID-2919 add error message for zero stride valuesSang-Hoon Park
The error message is added to function computing padding requirements. Change-Id: I2869577e587dbb8153b5abca4d63f3ba999e7e2f Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2305 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-14COMPMID-2309 : CLConvolutionLayer: support QUANT8_SYMM_PER_CHANNEL filtersVidhya Sudhan Loganathan
Change-Id: I16f6758b768ede404a064db057302ded706e1e8a Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2215 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-14COMPMID-2452: Add mnist exampleIsabella Gottardi
* Add small-mnist example * Add PrintAccessor * Add DequantizationLayer graph node Change-Id: I7bc8011e5a602f40fa3c47b231a2a69c804e78c2 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/c/2274 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-11-14COMPMID-2905: Fixed benchmark graph segfault.Pablo Tello
Reworked the graph api opencl backend to use the legacy api in initialize_backend(). Change-Id: Ie27a3484a3851e742fce9bf5bfef7b6ef928d0a0 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2276 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-13COMPMID-2921 Performance regression on NEON Int8Giorgio Arena
Change-Id: I60ede3e8aeec678a9fb0d8d0f05a8048ab1ced7c Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/2285 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-11-12COMPMID-2897 CL LogSoftmax QASYMM8 pre-commit tests are intermittently failingGiorgio Arena
Change-Id: I5cac5d40cf345cf91cfbea1e60ef78ede048cc1e Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/2267 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2895: Remove QASYMM8_PER_CHANNEL data typeGeorgios Pinitas
Change-Id: I2d1b77370f8eceeaeae95306b4db5d90ababb76f Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2266 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2579: Fuse batch normalization with convolution and depthwise ↵Gian Marco Iodice
convolution at graph level on NEON Change-Id: Ib263a680bbd2dc1a4947102ee8d6da76b95f02bf Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/2252 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2671 use Signed32 for default output data type of ArgMinMaxSang-Hoon Park
Signed32 is used as data types before and after reshaping of ArgMinMax. Change-Id: I230af43a931d4e106de6c72f716ced1dab511084 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2262 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-11-11COMPMID-2853: VGG16 regression for fp32Georgios Pinitas
* Caps dynamic scheduling granule to a max number Change-Id: I35a9239bc9984dbc1b416c40c4c1b4ac7f5808bd Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2223 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-11-08COMPMID-2672: add comments for GEMM helper macrosSang-Hoon Park
Change-Id: I8871ee74d3fccda199287ce42950a1def32ceceb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2224 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: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-11-08COMPMID-2452: Fix 32-bit per-channel convolution for NEON.Georgios Pinitas
Rearrange the kernels in run to ensure type conversion takes place before the matrix transformations. Change-Id: Ibf47788fe71a84fd7549f8667549552e15ca8aab Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2251 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-08COMPMID-2892: [CL] use int accumulator for quantized MxN DWCSang-Hoon Park
Change-Id: I338387f523a5181ebeab6db46db513439b4aacd0 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2237 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: James Conroy <james.conroy@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-08COMPMID-2576: Fuse activation in Winograd output transform.Pablo Tello
Change-Id: I26dd1307847adeaaefae0a7374b9858c07d71372 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2172 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-11-06COMPMID-2308: NEConvolutionLayer: support QUANT8_SYMM_PER_CHANNEL filtersGeorgios Pinitas
Change-Id: Ic1bf5f0d21ccd525f84213a360f7e199d7f50577 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2177 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-06COMPMID-2862: remove forward declaration of ReductionOperationSang-Hoon Park
For simpler client code development using ArgMinMax, the forward declaraion of the class is removed and the required header file is included. Change-Id: I4e7671cb9c9db7fb31c228c6a986bd45ed726478 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2214 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-01COMPMID-2549: Add GLES Runtime Context interfaces.Georgios Pinitas
* Creates interfaces and concrete classes * Ports GCActivationalLayer * Adapts test framework and relevant tests Change-Id: Ide36cd65ebf185958db3c4a5bebd630fcb2f39b3 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2199 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-01COMPMID-2672: add comments for OpenCL helper macrosSang-Hoon Park
Few missing comments are added to give more information about OpenCL helper macros. Change-Id: Ifba434fe5db97c37304cb6229e5f40aa3dffa730 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2201 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-31COMPMID-2266: [CL] add support for Log SoftmaxSang-Hoon Park
Change-Id: I4a8f3519328553e24cbb4fe45a8ca4d47c90975d Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2182 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-30COMPMID-1671: Allow fp mixed precision in CLFCLayer.Georgios Pinitas
Adds the ability to request accumulation in float instead of half to avoid any accuracy related issues. Change-Id: I97de27fa36853834cd9eb69c0077e1cb1e6dd5ec Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2173 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-10-30COMPMID-2707: add keep_dims parameter to Reduction OperationSang-Hoon Park
The added parameter is used to decide whether or not to keep the target dimension of reduction operation. ArgMinMax operations will always remove the reduced dimension. Following things are updated to support the parameter. - [CL/NEON] functions and reference kernel - [CL/NEON] ArgMinMax function to use ReductionOperation function - [CL/NEON] validation test suite for Reduction and ArgMinMax operations to validate the added parameter - ReductionOperationFixture is modified NOT to pre-populate output tensor and now relies on underlying kernel/function. - Adjust CL validation test suite for Reduction operation to remove excessive test cases with axis values beyond input tensor's dimension. Change-Id: I3e24d276ed469a4201f323001708f0c525f11c4f Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2167 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>
2019-10-30COMPMID-2306: CLDepthwiseConvolution: support for QUANT8_PER_CHANNEL_SYMMMichele Di Giorgio
Change-Id: I18c886400daa2dcba0b91011bc4e503d807a4732 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2143 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-29COMPMID-1889: Fuse bias addition and output stage in CLFCLayer.Georgios Pinitas
Delegates bias addition and output stage calculation in CLGEMMLowp/CLGEMM respectively. Change-Id: Ifd1f75b34eae766d3df80f07aec35fab45733e0b Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2175 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>
2019-10-28MLCE-146: VTS failures A55Pablo Tello
Change-Id: I924449e9eafc622d6457d2808300ae7b66ce449b Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2163 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-10-26COMPMID-2588: Optimize the output detection kernel required by MobileNet-SSD ↵Giuseppe Rossini
(~27% improvement) Change-Id: Ic6ce570af3878a0666ec680e0efabba3fcfd1222 Signed-off-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2160 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-25COMPMID-2481: Add InputQuantizationInfo!=OutputQuantization Info tests for ↵Manuel Bottini
DeconvolutionLayer Fix on CLGEMMDeconvolutionLayer to use actual output quantization Change-Id: Id9ab2d9a9c839425b5ac54a0501f7bea5a809237 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2164 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-10-24COMPMID-2501: Support multiplier > 1 during QASYMM8 requantization for ↵Manuel Bottini
Quantized LSTM Change-Id: I7eddbdf77881f313b707b9e59428245f1330a2cf Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2119 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-10-23COMPMID-2515: Merge optimized depthwise convolution to the generic depthwise ↵Manuel Bottini
convolution function 3RDPARTY_UPDATE Change-Id: Iff9e915c5329c617527b6f5042979f4e21a8b2b8 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2022 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-10-23COMPMID-2577: Fuse bias addition and activation in gemm assembly kernelsGeorgios Pinitas
Change-Id: I7f52112d2d05b1ea3d3f3d4b19b8eafab05d6c44 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2141 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-10-22COMPMID-2452: Fix CLDepthwiseConvolutionLayerNativeKernelMichele Di Giorgio
Change-Id: I284e4f4200a4b688bfd908e417b00973b547abda Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2140 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-10-21COMPMID-2708 NEDepthwiseConvolution Generic: support for QUANT8_PER_CHANNEL_SYMMGiorgio Arena
COMPMID-2470 Implement a new and generic depthwise convolution for NEON QASYMM8 NHWC COMPMID-2477 Enable FP16 data type for the new generic convolution on NEON for NHWC COMPMID-2625 Remove old implementation files for the generic NEDepthwiseConvolution Change-Id: I8f6deda4fc69dd7e472fba3228b1ed5dad172f3e Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/2094 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-21COMPMID-2744 [CL] add support for 9x9 quantized direct convolutionSang-Hoon Park
Change-Id: I858ce5b9a530f8568e154f5d724d267e142ef9b2 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2091 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> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-10-18COMPMID-2486: Fix bare metal buildsMichalis Spyrou
Bare metal builds were failing with a compiler error due to possible integer overflow. Change-Id: Ic9273cdfdbb26c6f9c8b2b1acef34c59f40ae3ad Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2124 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-18Revert "COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAX"Manuel Bottini
This reverts commit 36debd4472839997fd3b6ec9d58530d95e3c17de. Change-Id: I45d63a63cebfd4582214b488027c2b14f492fdc1 Reviewed-on: https://review.mlplatform.org/c/2120 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-18Revert "COMPMID-2742: [CL] ArgMinMax clCreateKernel error"Manuel Bottini
This reverts commit 76c996f3b240eb1f60a566e5b0a5e61fe363685a. Change-Id: I7822e8f1c551bf042d59116af6debb9de9747b09 Reviewed-on: https://review.mlplatform.org/c/2121 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-10-17COMPMID-2486: Remove/add disabled compiler warningsMichalis Spyrou
Removed the following flags: -Wno-vla -Wno-strict-overflow Added: -Wformat-security Change-Id: I49eb3d724e14db796e543164295674617c37cb65 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2109 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-10-17COMPMID-2813: Update the heuristic in CLDepthWiseConvolutionLayerGian Marco Iodice
Change-Id: I62f3158a6d32e9a96274021e4b6fe8beefa16f71 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/2105 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-16COMPMID-2265 add support for Log Softmax to NEONSang-Hoon Park
Kernel (NEON/reference), validation tests, function and fixture are updated to add support for Log Softmax Change-Id: I641dbf1552f4128c691af8875949ebf88da71ee8 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2075 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-16COMPMID-2486: Remove disabled compiler warningsMichalis Spyrou
Removed the following flags: -Wno-format-nonliteral: This had a side effect on Error.h that resulted in rewriting most of the macros. Since I was at it I removed all the va_args in order to comply with DCL50-CPP. -Wno-deprecated-increment-bool -Wno-vla-extension -Wno-mismatched-tags -Wno-redundant-move Change-Id: I7c593854ecc3b7d595b8edcbd6a86d3c2563c6bd Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2069 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-10-16COMPMID-2741: [CL] GEMMMatrixMultiplyReshaped clCreateKernel ErrorGeorgios Pinitas
Using the accumulator type during the activation in gemm for mixed precision operations as some OpenCL compiler versions complain for mixing float data types for primitive built-ins. Change-Id: I1c4b394c57962aeebb541de572614a7e3ee3f223 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2080 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-15COMPMID-2205: CL runtime context.Pablo Tello
CL Interfaces implemented. Concrete classes implemented. One test (ActivationLayer) ported to the new interface. Change-Id: I283808bec36ccfc2f13fe048c45cbbee698ce525 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/1998 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-15COMPMID-2600: Implement a new and generic depthwise convolution for CL ↵Michele Di Giorgio
QASYMM8 NHWC The NCHW case is supported at function level by permuting the inputs/outputs to NHWC. This patch also removes CLDirectConvolutionLayerOutputStageKernel which is deprecated and some kernels which were only used in the generic case of depthwise convolution. Change-Id: I91e0f02d0a2f4a4a352e08c248e648944137fe68 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2056 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-10-14COMPMID-2742: [CL] ArgMinMax clCreateKernel errorManuel Bottini
Change-Id: I9e8b91d12fd94843bf67c929abd192ed5c25ca62 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2077 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-10-11COMPMID-2743: Mark 9x9 quantized direct convolutions as unsupported in CLGeorgios Pinitas
Quantized 9x9 convolutions were falsely marked as supported by the OpenCL backend leading to kernel build errors. Change-Id: Ie08728ed389ea3ac7e44d30095482470dfb22c20 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2079 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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