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2018-11-02COMPMID-1235: Implements StridedSlice for CLGeorgios Pinitas
Change-Id: If2b44da31fae528c76be742b4b3a21fb0eb06b49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145284 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1545: Fix FP16 CLRNNLayer mismatchesMichele Di Giorgio
Still failing on S7 edge. Using absolute tolerance when relative tolerance is not enough. Change-Id: Iadcbc6e58eb80261c3f8e75e6fa43701c6ec854c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145973 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1545: Fix FP16 CLRNNLayer mismatchesMichele Di Giorgio
Setting the relative tolerance to the same value as for CLConvolutionLayer and CLFullyConnectedLayer. Change-Id: Ia4b483f07df5f2de8a1e3ceec51d80798881929e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145909 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1542: Nightly: NEON and CL FullyConnectedLayer FP32 mismatchesMichele Di Giorgio
Change-Id: I7dee44deb360d057a689e92ad4c72c9a4309a789 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145715 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1470 Add auto-init of the output in NECol2imGiorgio Arena
The output of NECol2Im is already auto-initialized. This patch is about calling ShapeCalculator instead of computing the shape inside the kernel, adding validate_and_configure_window, and standardize the way convolved dims are passed (now NEON uses Size2D, while CL passes a pair of uint values: using Size2D for both implementations) Change-Id: I795696e1b6532f57847c3186c1b532c09f5a25da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145345 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1533 Implementing CLDepthWiseConvolutionLayer with FP16 (NHWC)Giorgio Arena
Change-Id: I46965aeb1fffba8cbf083cab7284c549b0e94d00 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145334 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1494 Optimise NEON im2col and weights reshape for NHWCGiorgio Arena
Change-Id: I99ebae61024a7bce9d17292a02c28626ae6c29d5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144872 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1534 - Fix GEMM and Magnitude test for FP16Gian Marco Iodice
On GEMM we had accuracy issue On Magnitude we have disabled the fp16 acceleration since we do not have feature parity with CL and this function is not used for ML Change-Id: Iaebe3bbbd2a9f45db0c714aa5ebaf48eb0b65741 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145467 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1537: Fix weights retention in CLFullyConnectedLayerMichele Di Giorgio
Change-Id: Id978c34889b86fa8b9184d3349cc9b12837141a2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145403 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1524 - Release Branch: CL GEMMDilatedConvolutionLayer FP16 mismatchesGian Marco Iodice
The mismatches are due by the FP16 reference implementation which does not match exactly the fp16 acceleration we have on Mali. The only workaround for this is to introduce a tolerance number. So if the number of mismatches is greater than 7%, the test fails Change-Id: Iab7bbee6d77eb5b5fda410c350025060c1cc7724 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144964 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1486 - CLGEMMDilatedConvolutionLayer FP16 / FP32 failing in nightliesGian Marco Iodice
Tolerance issue Change-Id: I50f05f63617bfb364648bb20f6ad41676a79174e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144493 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1509: (Nightly) CLDeconvolution fails for QASYMM8Michele Di Giorgio
Using same quantization info and input values range as for ConvolutionLayer. This needs further investigation to understand why there are mismatches when using the entire range. Change-Id: I8c20a341b29a1ac03c811d014911e7efc484c3a6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144340 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1498 - Enable grouping in CLGEMMConvolutionLayerGian Marco Iodice
Change-Id: I15c7df21773145b03f42b6f78bd7ad2e5b8a5219 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144126 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1509: (Nightly) CLDeconvolution fails for QASYMM8Michele Di Giorgio
Increasing the absolute tolerance as values seem to differ by at most 2. Change-Id: I7f70f432760b64ee6c96a5fdeb34865c0f8f4796 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144154 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1376: Add support for QASYMM8 in CLDeconvolutionLayerMichele Di Giorgio
Change-Id: I13ec79b6668e2b9559d3fa789ae0b51ab6975289 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139126 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188 Remove some FixedPoint leftovers from testsGiorgio Arena
Change-Id: I9e9b267ea58fd2339467af6f49ae76e9195cbc61 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143682 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1343: Add grouping support to CLCol2ImKernelMichele Di Giorgio
Change-Id: I5188a2163e7341f1915d98c21464fea13a9a7faf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143330 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1342 Add grouping support to CLIm2ColKernelGiorgio Arena
Change-Id: I4afb19751520a90fee27fb49b775cd10e92a94f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140476 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1478: Stop relying on static default OpenCL objects in cl2.hppAnthony Barbier
This causes problems when ACL is used as a shared library on Android. Fixes some problems related to creation / destruction order between the Graph's CL backend and core / runtime Change-Id: I716d63fd42f4586df1ffbb6fa97e4db06d3a781b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143228 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1496 (Nightly) Mismatches in CLMeanStd function for FP16Michalis Spyrou
Changed RelativeTolerance to Asbsolute for F16/F32 as the values can be very close to zero for large inputs. Change-Id: Ibeab9f4e4d218e4ceaad00b1725acc34e80c7afb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143576 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1410 (Nightly) Mismatches in CLMeanStd function for floatMichalis Spyrou
Change CLReductionOperation border to be multiple of 64 instead of 16. The opencl kernel works only with local_size(0) being a power of 2. This will generate a padding of 63 if input_width % 64 = 1, but I don't think it's a big issue and it keeps the border calculation pretty simple. Also, increased tolerance for fp32 because there were mismatches for the 4K image. Change-Id: Id44990a262b2d6eff4c8ce56eb7c886274d9847e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143415 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02MLCE-13: Sanitizing matrix argument in the Warp.Pablo Tello
This changes help to prevent errors like passing a matrix with less elements than required into the warp functions. Change-Id: I863f933a5e0568258717cffed3a20788d3d03083 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143044 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1488 - Add support for NHWC when running CLGEMMConvolutionLayer with ↵Gian Marco Iodice
QASYMM8 Fixed also a bug in the graph API related to the bias shape in DepthWiseConvolution for NHWC Change-Id: I275141a42e51f6747b77db1c31d1bc69e8685af5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143454 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1487 - CLIm2Col QASYMM8 failing in nightliesGian Marco Iodice
The flag "ChannelsFirstOutputNHWC" was not set Change-Id: Id5f64a839d4e86638a07090e971a4f7ee82af349 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143457 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1303: CLDepthConvert : Add support for FP32 -> FP16 and FP16 -> FP32 ↵Michele Di Giorgio
+ validate() function Change-Id: I6808de0254a7c4bca440322cc14b795b3b32465b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142427 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1277 - Optimizing CLIm2ColKernel for NHWC.Gian Marco Iodice
This patch includes: - Im2Col optimizations for NHWC using a new data layout - Refactoring of CLIm2ColKernel adding validation method and auto-init - Removed im2col_reduced from CLIm2ColKernel and created a new kernel CLFlattenLayerKernel Change-Id: I1620640b6796baa268324b33ae92cdd8de53e27c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141241 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1344 Add grouping support to CLWeightsReshapeKernelGiorgio Arena
Change-Id: Idde333308db71087ec234b3fd1eb4e36a44db46c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143049 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-872 - Rework NEGEMMConvolutionLayer to use NEGEMMGian Marco Iodice
Change-Id: I55f0018ac7214775ebbca63f58a3bf5c93732fec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142632 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1276 - Allow GEMM to work with 3D input tensorGian Marco Iodice
Skipped im2col in CLGEMMConvolutionLayer for 1x1 convolutions with NHWC data layout Change-Id: I894e6b952ed8605e8f3ffc0ffc25c24730d4664c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141909 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1124: Validate CLLSTMGeorgios Pinitas
-Enables cell-to-input weights when !cifg and peephole -Makes projection bias conditional Change-Id: Iee866db9f5d8479c2dfd95d74a2d42492bf07a8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140543 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Les Bell <les.bell@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1188: Remove graph system testsGeorgios Pinitas
Change-Id: I429087f8aa436cf0877c3abec8fd7201bec1b81c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141661 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1401 Implement NEFullyConnectedLayer for QASYMM8Giorgio Arena
Change-Id: I0404df6d369855e2f458f2db8f26e81c80a1ee87 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140148 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1386: Add support for converting weights for CL.Georgios Pinitas
Change-Id: I62e3ead903366baeeb1488f233a9b8b0c388c9de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140403 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1365: Add support for NHWC in CLDepthConcatenateLayerGeorgios Pinitas
Change-Id: I3ed55bdb95d888aff0b0b76fb841bf1669659308 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139963 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1385: Fixed QASYMM8 mismatchesPablo Tello
Added support for different quantization info in the operands and the output tensors in CLArithmeticAddition. Change-Id: I7704baccc3b609fcc514f947f1b5b5331745ed9e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139947 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-807: NHWC support in CLDirectConvolution.Pablo Tello
Change-Id: I8738aca2cc0104e4c4d7c9605762ab59fce10a33 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137333 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1373 Enable tests for CLWinogradConvolutionLayer for NHWCGiorgio Arena
Change-Id: I2c6a744f174cfb6c78a9923b737f06537debaa0d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139758 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON ColorConvert benchmark testsSanghoon Lee
Change-Id: I25b42c5b74567bb50444da393d723b7f5cedafad Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138694 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1226 Extend CLMeanStdDev to support FP32 / FP16Michalis Spyrou
- Extend support for FP16 in CLReduction. - For F16/F32 MeanStdDev we perform one reduction operation for mean and one for stddev and we calculate the final result in the host CPU. Change-Id: Iad2099f26c0ba7969737d22f00c6c275634d875c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135870 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1340 - Implementing Winograd Convolution Layer 1x5/5x1 on OpenCL NHWCGian Marco Iodice
Change-Id: Id5e0795238f77c049df9c109dafc5ef878c1897d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139234 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1349: Add support for QASYMM8 LOGISTIC activation in CLActivationLayerMichele Di Giorgio
Change-Id: Ibabce61cf5427de80078a6468023bed05f5e7c2c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139006 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-566: Implement reference and CL/NEON validation for ColorConvert ↵Sanghoon Lee
(part 2) Change-Id: I4371c4b6403f55ea7d7baf39df91a45f45b21d5a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137975 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1337 Implementing Winograd Convolution Layer 1x3 and 3x1 kernels on ↵Giorgio Arena
OpenCL NHWC Change-Id: Ia07e0dfcbcd07366c4bcb956e298369fb12a0369 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138759 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1339 - Implementing Winograd Convolution Layer 1x5 and 5x1 kernels ↵Gian Marco Iodice
on OpenCL NCHW Change-Id: Ia293cd89651146a0e27e5f7c74ca9c924807e83c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138707 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1246 Change CLLSTM in order to match android testsMichalis Spyrou
Allow cell to input weights to be nullptr if CIFG and peephole are both enabled. Change-Id: I6df705d69551f0fddeedd41b2044278d4575469c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137902 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed fixed point related code. Change-Id: I487acf138dace3b0450e0d72ca7071eaec254566 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137678 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed Fixed point position arguments from test sources Change-Id: I8343724723b71611fd501ed34de0866d3fb60e7e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136382 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1352: Disable support for 4D softmax layer.Georgios Pinitas
Change-Id: Ia8afabb36e644895d321ded51a6a0676347443e1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138387 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-811 Add NHWC data format support for CL depthwise convolutionGiorgio Arena
Change-Id: I574f7945f0be009c638d860028bce8b52b4120fd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136484 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1201 - Implementing Winograd Convolution Layer 1x3 and 3x1 kernels ↵Gian Marco Iodice
on OpenCL Change-Id: I39667bab49daa4da009694163274a59fd3574c73 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137595 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>