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2019-08-26COMPMID-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>
2019-08-20COMPMID-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>
2019-08-06COMPMID-2336 Fix valgrind error for BatchNormalizationLayer on NEON with ↵Giorgio Arena
NHWC layout Change-Id: I9ed2d0647ae3c33bce6290acfdac356ffffcb709 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1697 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-05COMPMID-2545: Reduce tests required by GEMM (OpenCL)Gian Marco Iodice
Removed FP16 tests from the new GEMM functions (GEMMNative, GEMMReshaped and GEMMReshapedOnlyRHS) since not called by CLGEMM Change-Id: Id52281fc9557d45e29db0a74964d4bdec55d8f46 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1695 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-02COMPMID-2539: Add bias addition check in CLGEMM validationGian Marco Iodice
Change-Id: Ib33574662d2b62ce80dd7f74a656199ed64225bc Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1676 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-30COMPMID-2467 Include IP information to the tuning configGiorgio Arena
Change-Id: I00e29f30eda0edc76ae393bef14f0092e57a5195 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1634 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-26COMPMID-2336: Set the correct valid region to the concatenation layer outputIsabella Gottardi
Change-Id: I1ff84054758a9a189f33d3180b5d81b3615963c7 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/c/1620 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-23COMPMID-1979: Fuse Activation Function in CLGEMM - part 3Gian Marco Iodice
Fused beta*bias in in the old cl gemm kernels Fused activation function in the old cl gemm kernels Change-Id: I695fb9189e6d4792010abd256784624982d17d79 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1587 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-22COMPMID-2307: QUANTIZED_16BIT_LSTM operator for CLManuel Bottini
Change-Id: I1b52df359f1a368d585fac43a08496544dd2f86f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1568 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-07-18COMPMID-2096: Refactor the CLGEMMLowp function selection (heuristic)Gian Marco Iodice
Change-Id: I15a8b39e0354d3b6686ed4cc8c361782c0512037 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1410 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2019-07-17COMPMID-1979: Fuse Activation Function in CLGEMM - part 2Gian Marco Iodice
Fuse activation function in: CLGEMMMatrixMultiplyNativeKernel CLGEMMMatrixMultiplyReshapedKernel CLGEMMMatrixMultiplyReshapedOnlyRHSKernel Change-Id: I033ace2bdc58903594c9f31175e4b23c4b559f6f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1565 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-07-12COMPMID-2468: (Nightly) Bug in CL QSYMM16Michalis Spyrou
Change-Id: I08001e878520485d7281e5fcc60ea81686992961 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1534 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-07-12COMPMID-2414 Add add_2D_tensor_argument_if for OpenCLMichalis Spyrou
Change-Id: I8675b4b4face0be9416ae6c7a7023234d50fc0cb Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1524 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-11COMPMID-2092: Refactoring interface for the deconvolution kernels (NEON/CL)Manuel Bottini
3RDPARTY_UPDATE Change-Id: Id7ddf97e2c9ceb2cb84084fab2c6f5697890c193 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1424 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-07-11Revert "COMPMID-2425: Fix memory leak reported by coverity"Georgios Pinitas
This reverts commit 74cd112addebc7678cb763cc1cb173feb0e61bb2. Reason for revert: Makes platforms to hang in some cases Change-Id: I8f25f6976fec9fbce0869b7b27502e4895306b5f Reviewed-on: https://review.mlplatform.org/c/1521 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-11COMPMID-2447: Align TFlite nearest neighbor NE/CL functions with ACLMichalis Spyrou
Change-Id: Idd7b23247491d6e2e31d19b2a8aa522470ca174c Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1500 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-07-11COMPMID-2410: Create a new GEMMLowpQuantizeDownInt32ToInt16ScaleKernel for CLManuel Bottini
Change-Id: Iab74b72f7adf712a1baf16aab916ea7c8d2bf92f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1497 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-07-10COMPMID-2457: Investigate DirectConvolution failuresgiuros01
We were not correctly handling the case where NumKernels > 1. In order to handle this, I had to: - Position the source pointer correctly (in the cl kernel) - Position the weights pointer correctly (in the cl kernel) - Set the correct num_elements_read_per_iteration_x and change the input access window accordingly Change-Id: Ib2257b50930c822d3623f373dae04f188b46ee56 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1498 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-07-09COMPMID-2411: Add (logistic and tanh) activation support for QSYMM16 for CLManuel Bottini
Change-Id: I8d72490b1cc58563ba7b94664135586bc40e6526 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1466 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>
2019-07-08COMPMID-2432: Fix defects reported by CoverityMichalis Spyrou
Change-Id: I3db7bfffb8da95ca0b6fb0c13fef810756270b49 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1490 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-08COMPMID-2425: Fix memory leak reported by coverityMichalis Spyrou
Change-Id: Ia41626a59148978ea72bee9c5358f2748a29144c Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1482 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-07-03COMPMID-2336: Fix enable tuning of kernels targeted in COMPUTE-10611Michele Di Giorgio
Commit fffbdbcc52 added config_id to some CL kernels but did not provide lws_hint() to the enqueue method. Change-Id: I27ba5f39e76e22441c5a3deb3e80d4756189b109 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1457 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-07-03COMPMID-2072: Use a constexpr for num_elems_processed_per_iteration where ↵Michele Di Giorgio
possible Change-Id: I26cb699ae3a77003ef7d05ac30d3ed518214e25f Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1375 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-07-02COMPMID-2433: (Nightly) Bug in CLDequantizationLayerMichele Di Giorgio
The problem was a typo in the OpenCL kernel. Also, removed VEC_SIZE from internal ifdef because it is already checked outside. Change-Id: I24721996f7b5ccbc3b98a80045c45aba765f7522 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1454 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-28COMPMID-2234 : Add support for axis 3 in NE/CLConcatenateLayerVidhya Sudhan Loganathan
Change-Id: Ic86f89ece3afe72809bc69c6de6fee7d21daa1d4 Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-on: https://review.mlplatform.org/c/1440 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-28COMPMID-1979: Fuse Activation Function in CLGEMM - part 1Gian Marco Iodice
Implementing a new struct to contains the information for the OpenCL GEMM kernels Change-Id: I6c641c312f9c3b025a7c69dd0df3b730d2d2c2cb Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1434 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-06-28COMPMID-2431: Add a comment to max_offset in ↵Gian Marco Iodice
CLDepthwiseConvolutionLayer3x3NHWCKernel Change-Id: I4097cc3aec858beb0630254fe7a6790dfcb3d90f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1431 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-27COMPUTE-10611: CL: Set config_id to enabling LWS tuningGary Antcliffe
Change-Id: Ie457ab751e1527841c3e2881a25eac889435a26e Signed-off-by: Gary Antcliffe <gary.antcliffe@arm.com> Reviewed-on: https://review.mlplatform.org/c/1408 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-26COMPMID-2413: Add QSYMM16 support for PixelWiseMultiplication for CLMichele Di Giorgio
Change-Id: I7f88af1850f6373fc8aba1a1a5a47890ce5ca5d1 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1385 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-06-25COMPMID-2412: Add QSYMM16 support for ElementwiseAddition for CLMichele Di Giorgio
Arithmetic addition uses the same code as other element-wise operations. Hence, adding QSYMM16 support for addition automatically adds the same support for: - arithmetic subtraction - element-wise min - element-wise max - squared difference Change-Id: If986102844f62e29dd23c03f9245910db43f9043 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1384 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-06-24COMPMID-2172: Fuse bias addition with CLGEMMMatrixMultiplyNativeKernelGian Marco Iodice
Change-Id: I714b92ec001fc71172719b67fb66d490538b6948 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1399 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-24COMPMID-2235: Extend type support for CL/NEON DequantizationLayer.Georgios Pinitas
Adds support for: - QSYMM8 Change-Id: Ia0b839fc844ce0f968dad1b69a001f9a660dbcd5 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1378 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-06-20COMPMID-2383: DepthwiseConv use output qinfoPablo Tello
There was a problem in depthwise_conv where when needing to run permute it was calling auto_init to initialise the temporary tensor with input's qinfo instead of output's qinfo. This patch fixes this and adds some tests to exercise the cases where we have different qinfos Change-Id: I396fbb4d73f6aa5efe03dc2dd727b3e13154d6f5 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/1270 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-06-20COMPMID-2053: Fuse bias addition with CLGEMMMatrixMultiplyReshapedKernelGian Marco Iodice
Change-Id: I5bfd38c94a6fd18a1cba2104f7e1b04e7bef6ec2 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1359 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-18COMPMID-2336: Fix argument type for epsilon in CLL2NormalizeLayer.Georgios Pinitas
Change-Id: Iee3ef6d022f497df0e2e6227e06462762042b394 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1367 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-17COMPMID-2401: Fix CLGemmLowp macro expansion on no-dot platformsGeorgios Pinitas
Change-Id: If707865ff13c96627816863cd05e09aaef247bbe Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1361 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-17COMPMID-2184: Implement direct convolution 9x9 (NHWC) on OpenCLMichalis Spyrou
Change-Id: I8aa929e7e72d2d1ccee07ee2ed9618c15084ae9d Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1274 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: Georgios Pinitas <georgios.pinitas@arm.com>
2019-06-14COMPMID-2405: Add lws_hint to CLGEMMLowpMatrixAReductionKernelGian Marco Iodice
Change-Id: Ie194e6df5db07d37b15d735e15856bf02d441360 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1338 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-06-13COMPMID-2244: Extend CLFuseBatchNormalization to support ↵Manuel Bottini
DepthwiseConvolution weights Change-Id: I7d1907f35cc4899379073759be2f7cce24e51e9d Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1327 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-11COMPMID-2380: Create utility functions for is_one and is_zero with floatGian Marco Iodice
Change-Id: If5b968e19cf830d5472395a1b43bf72a456fd331 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1322 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-11COMPMID-2386: Add support for CLMeanStdNormalizationLayerMichele Di Giorgio
Change-Id: I0323b2410b222fd08933da22de455e798a60a0b1 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1297 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-11COMPMID-2398: Add test for CLFuseBatchNormalizationLayerGian Marco Iodice
Change-Id: I786df628ce15fc33fc42c9437fe82972e02e3b16 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1317 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-10COMPMID-2094: Implement CLGEMMLowpNativeGian Marco Iodice
Change-Id: I2a80eec28baf9e83bfc67a930e2a140642e0b09e Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1285 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-07COMPMID-2195: DepthwiseConv allow padding > 1 (top/bottom)Pablo Tello
Removed assert from CLDepthwiseConvolutionLayer3x3NHWCKernel.cpp Added a test case for padding (2,2,2,2) and dilation (2,2) Added a test case for padding (4,4,4,4) and dilation (4,4) When dilation is > 1 padding > 1 is required to support SAME_PADDING Change-Id: I36d3f3eec1935f29f097d886a81589533009fede Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/1276 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-06-06COMPMID-2238: Implement SPACE_TO_DEPTH for CLMichalis Spyrou
Change-Id: I2f971d6902a64ee40820b6959e9b0b4224da6947 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1283 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-05COMPMID-2372: Add support for QASYMM8 for TanhGeorgios Pinitas
-Perform calculations in the floating point domain -Extends checks for Logistic as scale should be 1/256 and offset 0 Change-Id: I90ef4a042f053976936f5d28f8e09b54eec196a2 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1287 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-06-05COMPMID-2385: Fix CLGEMMGian Marco Iodice
Change-Id: If796bc062a474ab941e48e1ae3819d5102084db4 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1280 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-04COMPMID-2171: Fuse bias addition with CLGEMMMatrixMultiplyReshapedOnlyRHSKernelGeorgios Pinitas
Change-Id: I1d1e1f28fe7022309d72900893e8368820ca0f89 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1259 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> 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>
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