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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>
2019-11-21COMPMID-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>
2019-11-14COMPMID-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-1730: Document best practicesMichele Di Giorgio
Change-Id: I720a3beeb0c6503938f637b42fc45741e4aa1ab5 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2263 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@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-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>
2019-11-07COMPMID-2893: Bare-metal build failuresGeorgios Pinitas
Changes the types of the multipiers/shifts to int32_t instead of int. Change-Id: Id07521f7cf712352e617fa9243cbf104bffe9634 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2239 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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-2138: Create safe math integer functionsMichalis Spyrou
Created some helper math functions for safe integer arithmetic operations. The functions check and handle integer overflows. Change-Id: I5cb4fa0f92c4412df12785c198f51d96390fe935 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2233 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2019-10-31COMPMID-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>
2019-10-26COMPMID-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>
2019-10-24COMPMID-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>
2019-10-21COMPMID-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>
2019-10-16COMPMID-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>
2019-10-15COMPMID-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>
2019-10-08COMPMID-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>
2019-10-04COMPMID-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>
2019-10-03COMPMID-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-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-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>
2019-09-30COMPMID-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-2571: Add mixed-precision support in CLGEMMReshaped for FP16Gian Marco Iodice
Change-Id: I5ba90d4de4594ed784c7230aa6b10503be67c001 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1991 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-09-27COMPMID-2663: Interface to unbound mappings.Georgios Pinitas
Adds an interface to ILifetimeManager to unbound a list of mappings. Change-Id: I927fa1e0f83e6be778fd36794439f51d36dde408 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1988 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-09-27COMPMID-2310: CLGenerateProposalsLayer: support for QASYMM8Michele Di Giorgio
Change-Id: I48b77e09857cd43f9498d28e8f4bf346e3d7110d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1969 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-26COMPMID-2571: Add support for FP16 in CLGEMMReshaped - part 1Gian Marco Iodice
Change-Id: I8adb8850cc5ade49ebc1dbf63401f03d5ecad708 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1983 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-09-26COMPMID-2161 [NEON] Create IWeightManager classMichalis Spyrou
Change-Id: I1a9a46da2f98e896b825099151b56d1d8271dd31 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1915 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-24COMPMID-2670: [CL/GC] Create a test case for dynamic tensor supportGeorgios Pinitas
Change-Id: I35d28786ee3843ac11c1211aea55328782a99382 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1958 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 2024-05-13 23:24:33 +0000