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2018-11-02COMPMID-1543: Unable to include ImageLoader.h in multiple object filesAnthony Barbier
Removed STB_IMAGE_IMPLEMENTATION from the ImageLoader.h header and moved it to utils/Utils.cpp Change-Id: Ic41efd723c0c07d3ede86872fad411f2ffc5f162 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145989 Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1544: Update linux toolchains in doxygenMichele Di Giorgio
Change-Id: I530ca49df8476ee351637f7310118276a52acb13 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145832 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-1474: Automatically generate DragonBench benchmarksGeorgios Pinitas
Change-Id: I428a11ed2242a8fa992a2cebb4168a5e13e2f1e3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144877 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02[COMPMID-1301] Add validate() method to NEReshapeLayerGiuseppe Rossini
Change-Id: Idc3b15f2421858bbf726cd9da82487ff2e1f2910 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145335 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-1091: Switch to use git.research.arm.com for data submoduleAnthony Barbier
DATA_UPDATE Change-Id: I20a335def3550b9182572a4b8a28778abcd31198 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145709 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-1541: Remove dependency on tests/ headers in utils/TypePrinter.hAnthony Barbier
Change-Id: I04c11c3b8e215e5f116f188453cfa9211277be4a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145712 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@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-1534 - Fixed GEMMDilated and FullyConnected tests for FP16Gian Marco Iodice
Accuracy issue Change-Id: Ibbce625251524ee5aa62b15ac78ba0f70efcc7bc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145585 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@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-1534 - Fix tolerance issue in Normalization Layer test for FP16Gian Marco Iodice
Change-Id: I0358de3a1d84ea2bc1be107694df5fcf847e19e2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145538 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1246: Always re-generate arm_compute_version.embedAnthony Barbier
- This won't trigger a rebuild of the library if the file is unchanged (i.e SCons does a checksum after the file is generated) - This fix the issue when build options or a commit changes and the file isn't updated Change-Id: Ic1d0f5435960b4c50b07b54484b660d6f8ce3f71 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145540 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1529 Optimize PoolingLayer NHWC on NEONGiorgio Arena
Change-Id: Ib85e5cc203d6c71f83c6021c776ccdc0eef82acf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145165 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1246 Fix NEON mobilenet NCHWGiorgio Arena
Change-Id: I1dd6df9bd4a96cb7cbacce939a89c3a7ccee71c8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145397 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1246: Print arguments passed to the tests / benchmarksAnthony Barbier
Change-Id: I2f872a34b37e3b667881045d60bd49f148ea4db6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145424 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1536: Github PR: Removed redundant const qualifier on castKohei Takahashi
GCC (>=8) yields warning w/ -Wignored-qualifers (enabled by -Wextra) on such usage. Change-Id: Ib3284b60cec0ec4faf8c6e6c1e2980cbf5731973 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145384 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1534: Fix LSTM/RNN Layers for NEON and FP16Georgios Pinitas
Switches default activation layer to the respective datasets to RELU from LOGISTIC Change-Id: I09f1ad09922ccdd6e1dc33c28a594f7ffbfe40f4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145436 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1534 - Fix NENormalizationLayer for FP16Gian Marco Iodice
Implemented vinvq_f16 with fp32 data type in order to avoid accuracy issue. Change-Id: Ibfffd12e4a941c1388a982fc7bbe3e1832351feb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145416 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1534: Fix 2x2 NEPoolingLayer for FP16Georgios Pinitas
Change-Id: Icaf45cad826bb0966a6c663ecb7e828f5fe5e5db Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145336 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1534 - Fixing FP16 tests on NEONGian Marco Iodice
- Fixed GEMMConvolutionLayer test. The issue was related to the tolerance - Fixed DirectConvolutioNLayer test. The issue was in the convolver_3x3 Change-Id: I9d5b906d7e5e32a0a34300d529d6edb804ac1c4e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145377 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1521: Update doxygen for 18.08Michele Di Giorgio
Change-Id: I4b74ed98caba85ed3ca4f6be261e883acaee8d1f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144875 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1534: Prevent graphs with missing NEON F16 features from runningAnthony Barbier
Change-Id: I9954e4240cf621819b2b028972e4cd4065485213 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145399 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1534: Fix NESoftmaxLayer for FP16Georgios Pinitas
Simulates exp function in FP32 Change-Id: Ieffceeab64fda6f466f212b56f794cc44d477afa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145367 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1534: Fix NEActivationLayer for FP16Georgios Pinitas
Simulates Logistic, Tanh and SoftRelu in FP32 Change-Id: I9950f7636b8ff2f3e054937e5ef414e45dfe06f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145357 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1246: Don't call CLFinish at the end of benchmark / validation if ↵Anthony Barbier
opencl is not available Change-Id: Ia938df46d5e736ea188c7d5fc2e9f39d5bc8fda5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145312 Tested-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1246: Fix bug in handling backends that can't be loaded in the Graph APIAnthony Barbier
Change-Id: Iefd175af2f472179d86df5358a1527a79c5666ed Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145182 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Add support for activation in NEBatchNormalization.Georgios Pinitas
Change-Id: I1e206574dac6433218db6e138adb7bf5f66a536d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145222 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1246: Cleaned up 3rdparty folder and updated data folder ↵Anthony Barbier
(3RDPARTY_UPDATE)(DATA_UPDATE) Change-Id: Idc9e3746fe55836bdc5a84ec018f525b937a19cf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145066 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Revert change to DummyAccessor, fixed NPY and Image loadersAnthony Barbier
Change-Id: If645dc88871cb2bc3fb68bba5b90e656869d8b5a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145079 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1246: Check OpenCL is available before re-creating the CL Context ↵Anthony Barbier
and Queue Change-Id: I0b0be0a86d43d87ea8225f6d5e5b02b0f80e6e3a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145034 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1188 - Fixed DummyAccessorGian Marco Iodice
Before passing an input image without the output label we had in infinite loop Change-Id: I9a6b040799d7f6059aebf342db8cedd22c863036 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144944 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1047 Extract Flatten function from Im2Col for NEONGiorgio Arena
Change-Id: I80f3aaadc8cae8c9ca1a5a239e79bda302b89bd8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144813 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1144:(3RDPARTY_UPDATE)(DATA_UPDATE) Add DragonBench HeadersGeorgios Pinitas
Change-Id: I5981bd3365d962d08752683d03456ffef00ee86a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144866 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1508: Add Inception ResNet V2 modelGeorgios Pinitas
Change-Id: Iab860a43aa831690fab49b96c124528cc4cb14f2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144621 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1188: Static tuning of CLScaleGeorgios Pinitas
Change-Id: Icf1cc00d9861fdb8766d0b8fd33ca90833863927 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144830 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Set all arguments to const in ↵Georgios Pinitas
NEDepthwiseConvolutionLayer::validate() Change-Id: If922d5ea118910f651f986ff40f0c0a2b8bfc459 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144614 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-1505: Add native grouping support at graph levelGeorgios Pinitas
Change-Id: Iedc91b0aee743b59af5140c8acb8124548da3163 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144362 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@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-1060 LSTM FP32 NEONMichalis Spyrou
Change-Id: I0bdf874e61917903c26f713ec41a7ffc29e07233 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143892 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1480 Add support for NHWC QASYMM8/FP32(non-optimized) to NEON ↵Giorgio Arena
DepthwiseConvolution Change-Id: I751f5d3fb74085d2e67f610ecf52da4736d0cfb5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143870 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Fix subtensor checkGeorgios Pinitas
Change-Id: Id8366a1d828e2f1a729c70bac1fb232182d59c0c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144382 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1366 Implement NECopyMichalis Spyrou
Change-Id: I183e4b7081bf12de3546293a00da68b4f4a0dd5e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143987 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1506 NPY Loader doesn't work for NHWC pipelinesMichalis Spyrou
Change-Id: I696fcded606e82a91526a9471f16fa2d1226ff4f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144144 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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