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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-2567: Create a python script to parse the CLGEMM benchmarks andSiCong Li
return the optimal configuration * Fix GEMM Reshaped example by adding the reshape lhs kernel. * Extend runner shell script to save result files with a defined file extension * Extend runner shell script to print out progress and time * Add python script * Update README Change-Id: I484ec8945aded4341743bc1024820523392b8ce3 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/2122 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>
2019-10-23COMPMID-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-2486: Fix bare arm64-v8.2-a buildsMichalis Spyrou
Builds were failing due to possible integer overflow Change-Id: I4d2d106118c06596988f57bbad31bdf3567cdb5c Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2132 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@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-2452: Update documentation for Weights ManagerMichalis Spyrou
Change-Id: Idba87bcc059e57a8f0d52fcdcb0d6a7bacc57951 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2125 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-18COMPMID-2209: Update documentation for RuntimeContext.Georgios Pinitas
Change-Id: I16983caaa907d0a3397f971611021d30093078d2 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2117 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-18COMPMID-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-2452: fixed linker error when cppscheduler=0Pablo Tello
Change-Id: I1227436d856f3488635e2b00c886a4deea963f14 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2114 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@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-2452: NEInstanceNormalization test tolerance fixManuel Bottini
Change-Id: Ibc2a61667fdae0dfc82d402f93492bb0c6283025 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2106 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-10-16COMPMID-2452: Change names for internal benchmarksGeorgios Pinitas
3RDPARTY_UPDATE Change-Id: If21ce5c586a43a2c5dee7c3a5b32ada397a8d125 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2099 Reviewed-by: Michalis Spyrou <michalis.spyrou@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>
2019-10-11COMPMID-2697: Dynamic Tensors Type2 test caseGeorgios Pinitas
Change-Id: I8b8ac272e6c49dc51570fb0612d74f29772371e7 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2072 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-10-11COMPMID-2452: Remove unnecessary checks from CLWinogradOutputTransformKernelMichele Di Giorgio
Change-Id: I8439cab92fa3cf2a21da32bda3117be183807a78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2076 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-11COMPMID-2306: CLDepthwiseConvolution: support for QUANT8_PER_CHANNEL_SYMM - ↵Michele Di Giorgio
Reference This patch modifies the reference implementation and the fixtures of depthwise convolution layer to support QSYMM8_PER_CHANNEL quantization. Change-Id: I28adb5c110308b1024a213bec2d35a89180a46dc Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2063 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-08COMPMID-2452: Change names for internal benchmarksGeorgios Pinitas
3RDPARTY_UPDATE Change-Id: Iac9e1ee7ef1483c7387ffe904fc1015c6f797a38 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2054 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-08COMPMID-2486: Remove disabled compiler warningsMichalis Spyrou
Removed -Wno-unused-parameter and -Wno-deprecated-declarations compilation flags. Plus, 3RDPARTY_UPDATE. Change-Id: I43098c7af527d5651aad3c597b508a56f8813dda Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2041 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-07COMPMID-2452: Mismatches FP16 in CL InstanceNormalizationManuel Bottini
Change-Id: I8a28557370be50b2ccc9534feb9fc552c6ee5cf0 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2037 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-04COMPMID-2687: Update doc for thread-safetyGeorgios Pinitas
Change-Id: I734c018aaef4604d2a840e655ff6044353c96e8d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2042 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-04COMPMID-2572: Update the heuristic in CLGEMM for FP16Gian Marco Iodice
Change-Id: Ia7f248d72bf2690a8a4dae3f2e2afc983109bd6e Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/2035 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-10-04COMPMID-2103: Use substreams for sharing weights in the DeepSpeech exampleMichalis Spyrou
Change-Id: Ibbef8162ef4b9baf56deae16492674a1c28485fe Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2028 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-04COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAXManuel Bottini
Parallelization of reduction along x axes Removal of the use of padding Fast vector implementation of reduction operation Change-Id: I3a56c57b9fc1135cf8f79d1021d966ea22b084b1 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1791 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-10-03COMPMID-2685: [CL] Use Weights managerMichalis Spyrou
Change-Id: Ia1818e6ecd9386e96378e64f14d02592fe3cdf0f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1997 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-02COMPMID-2661: Implement complex function dynamic tensor support.Georgios Pinitas
Change-Id: I80772cb25514009b030e5ade28cbb71ed352da67 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2019 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-02COMPMID-2257: Add support for QASYMM8 in NEGenerateProposalsMichele Di Giorgio
Change-Id: I7d9aa21ecac97847fce209f97dff0dea6e62790a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2020 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-01COMPMID-2699: Add support for QASYMM16 in NEQuantizationLayerMichele Di Giorgio
Change-Id: Icb968e37551a9048040e9aaff5329e874c53a2ee Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2016 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-10-01COMPMID-2313: Implement CL INSTANCE_NORMALIZATION functionManuel Bottini
Change-Id: If11799bef1bbb973d4287ffc1c6eb4c2a28bbf5f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1989 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-10-01COMPMID-2693 Weights manager to mark the initial weights as unsuedMichalis Spyrou
Change-Id: Iaa964e71d0aa80fff0a465127ac3716563bbe85f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2017 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-01COMPMID-2645: Detection Post-Process fixesGeorgios Pinitas
-Uses temporary buffers withing run() to avoid keeping state -Reworks and cleans the implementation Change-Id: I34b5bad7f8a07e284214ec61de9cf3a2eb1f608c Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2000 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: Isabella Gottardi <isabella.gottardi@arm.com>
2019-10-01INFPRF-609:Performance Issue of the Latest ArmCLgiuros01
We were creating too many small GEMM workloads. It affects performance when the number of thread is small and the matrices are bigger (especially when more single-threaded process are running on the same machine) Change-Id: I807019a7b2d043ca72b4bca11eb0b1960da00694 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2012 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-01COMPMID-2601 [CL] add mixed precision support to PoolingLayerSang-Hoon Park
* PoolingLayerInfo is updated with a new flag. * CL Kernel is updated to use FP32 accumulation. * CL pooling layer testscases are added for mixed precision. * Reference pooling layer is updated to use FP32 accumulation. Change-Id: I4ab2167cc7f86c86293cf50a0ca5119c04dc9c7e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/1973 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2019-10-01COMPMID-2592 Create a new kernel for CLPad with SYMMETRIC and REFLECT modeGiorgio Arena
Change-Id: Icaf0516f490b2ddca6d1ea03a5cf26cc7d43041f Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1872 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-10-01COMPMID-2581: Fuse batch normalization with convolution and depthwise ↵giuros01
convolution at graph level for OpenCL - FP16 Change-Id: I757e27f45b5c25a5f98dacf2a6d519450d366760 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2007 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-09-30COMPMID-2452: Dot product optimizations on merge/transformsGeorgios Pinitas
-Adds optimized gemm transforms for AArch64. -Optimized gemm merger to only support alpha==1 and (beta==0 || beta=1) cases Change-Id: I55793b12a0381f4fd53f521d0e57416809904d96 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2003 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-09-30COMPMID-2671: Change ArgMinMax NEON/CL output type to Signed32Michele Di Giorgio
Change-Id: I718f3884928271c5b0afb259d5bfe9df284f18e6 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1995 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-30COMPMID-2637 [CL] fix broadcast pixel-wise multiplication with 5D tensorsSang-Hoon Park
Broadcast pixel-wise multiplication with 5D tensors is fixed by adding information whether a dimension has been broadcasted to compute correct start offset when adding 3D tensor argument. The testcase that failed is added to the validation test suite. Change-Id: I320876f507012c27b39daae1316f9b69138ed204 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/1994 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-09-30COMPMID-2452: Fix compilation issues on armclangGeorgios Pinitas
Change-Id: I41bd60760270a2c7d83e391fd9430b4513ab00bc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2002 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-09-30COMPMID-2564 - Add CLGEMMNative exampleSiCong Li
* Add gemm native example. * Update shell script to run gemm native example. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I0252f556b6f94adb776b8cb84b45971f1eb317e4 Reviewed-on: https://review.mlplatform.org/c/1992 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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