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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-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>
2019-10-24COMPMID-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>
2019-10-22COMPMID-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-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>
2019-10-18Revert "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>
2019-10-16COMPMID-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-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>
2019-10-08COMPMID-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-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-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>
2019-10-01COMPMID-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-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-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-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>
2019-09-23COMPMID-2668: Add GEMM/GEMMLowp heuristic for Mali-G51Gian Marco Iodice
Change-Id: I920ee5ffeff86806b9ac0620250dba98d1d081ba Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1955 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-20COMPMID-2681: Use NE/CL/Pad in NE/CL/GenerateProposalsLayerMichele Di Giorgio
Change-Id: Idf1c64224b0ddd4bdac1120cac4437eb2578bb2b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1963 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-20COMPMID-2675: Fix arguments passed at compile time for GEMM - OpenCLGian Marco Iodice
Change-Id: I47b84a6f815492e24771d488aa8b29d14e572f40 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1956 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-17COMPMID-2665: CLGEMMMatrixMultiplyReshaped nightly tests are failing due to ↵Michele Di Giorgio
cl error -45 Change-Id: Ifaf50afadee7701e16414348c09b81d1dace5021 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1934 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-09-16COMPMID-2650: Add support for QASYMM16 in CLQuantizationLayerMichele Di Giorgio
Change-Id: I51dda621975f522a65d770304bed0ff0f30d1235 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1902 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-09-12COMPMID-2599: Implement a new and generic depthwise convolution on OpenCL ↵Gian Marco Iodice
(Fp32/FP16-NHWC) Part 1 Change-Id: I5e1d27a7006199e9229e455a1df9bfc2ed4e8341 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1898 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-09COMPMID-2246: NEBoundingBoxTransform support QASYMM16Pablo Tello
Change-Id: I0704f71159a3caec4705779cab2ef38aeb33aaca Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/1864 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-09-04COMPMID-2247: Extend support of CLBoundingBoxTransform for QUANT16_ASYMMMichele Di Giorgio
Change-Id: I8af7a382c0bccf55cf7f4a64f46ce9e6cd965afe Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1833 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-02COMPMID-1965 Extend CLGEMMMatrixMultiplyReshapedKernel to support transposed ↵Giorgio Arena
LHS (t) and not-transpose RHS Change-Id: I437a00d7213fefd6f4365071b46174d44df8b85c Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1677 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-09-02COMPMID-2639: CLPadLayer support for 4D paddingMatthew Jackson
Add support for 4D padding to CLPadLayerKernel. Add validation tests with 4D padding. Change-Id: I5579cc441a155c03fa1d14c6e77ba8ec693a806d Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Reviewed-on: https://review.mlplatform.org/c/1847 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-30COMPMID-2418: CLDequantizationLayer support for QASYMM8_PER_CHANNELMichalis Spyrou
Add support for QASYMM8_PER_CHANNEL in CLDequantiazationLayer. Added tests for NHWC and also updated NEON code to work with NHWC data layout. Cleaned up the reference implementation. Change-Id: Ic1d51f16f7f625503fffdbbb66f6487aa588f08c Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1828 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-08-29COMPMID-2317: Implement CLROIAlignLayerMichele Di Giorgio
Change-Id: Iaa61b7a3528d3f82339d2ff8a2d77e77a1c68603 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1821 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-28COMPMID-2605: Add asymmetric padding support for Deconvolution layerMatthew Jackson
Change-Id: I63b773bdce25f1342ccd3a08ded623a1508f70fe Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Reviewed-on: https://review.mlplatform.org/c/1797 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: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-08-24COMPMID-2451: Use kernel lws_hint() on enqueueGeorgios Pinitas
Avoid querying device's default lws on kernel enqueue as this is already cached in the kernel during configuration. Change-Id: Ia26ecb712caeb8f042356815e0cfd23522764d27 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1803 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-24COMPMID-2336: Validate multiplier and offset calculation in LSTMQuantized ↵Michele Di Giorgio
and DepthwiseConvolution functions This patch also adds validation of internal functions in LSTMQuantizedLayer. Change-Id: Id8dbbfbb421f7d053410476b4bb4ef7d85e5f41e Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1794 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-08-23COMPMID-2460: Add ELU activation on NEON,CL,GLESGeorgios Pinitas
Change-Id: I641b12fcfc5dc4a18d2d489c38673b937125dfb9 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1796 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-08-22COMPMID-2631: Deprecate CLGEMMMatrixAdditionKernelGian Marco Iodice
Change-Id: Ia6c2399ea839a6925493d92ae074e513d7b1b0fc Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1792 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-21COMPMID-2080 Create a new kernel for CLPad with CONSTANT modeGiorgio Arena
Change-Id: Ib67bacd40c13c7784ca9f5699a235f9d106baddb Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1739 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-08-20COMPMID-2590: Avg_Pooling2d Fails on CL NHWC FP16Michele Di Giorgio
For large tensors with large pooling sizes, accumulation on FP16 gets saturated. This patch provides accumulation on F32 to overcome this issue. Change-Id: I5b2985c801970c8f2cb0053442296cc69f854186 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1762 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-08-13COMPMID-2580: Fix out of bound read in Depthwise Convolution layer (OpenCL)Gian Marco Iodice
Change-Id: I00e39ed21cc30034aa10ac58b64d533e833eafc8 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1727 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-09COMPMID-2547: CLSpaceToBatchLayer causes NN Test Failures on QUANT8_ASYMM ↵Michele Di Giorgio
Data Type Change-Id: I47c9d057e50fa624f9b9e3fd79724e4fa7d0fd82 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1713 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-19 22:14:11 +0000