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2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3280: Make all ML primitives for CL use the new interface - Part1 - Fix1Manuel Bottini
- const fix in the CLKernels part 1 Change-Id: I17340cb6ff26afd52b14b46645efedbe07aef1b6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3067 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-17COMPMID-3280: Make all ML primitives for CL use the new interface - Part 1Manuel Bottini
- Only CLKernels have been updated Change-Id: Ife55b847c2e39e712a186eb6ca452503d5b66937 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3001 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>
2020-03-10COMPMID-3069: Improve build time by splitting up ToolchainSupport.hMatthew Bentham
Split out the parts of ToolchainSupport coming from <memory> and the parts coming from <string> into their own new header files. This accounts for 99% of uses of ToolchainSupport, which means that expensive header files such as arm_neon.h don't need to be included everywhere. Knocks about 10% of compilation time off kernel files. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I2ae718fe766b5ff28608812b0f686f30eeac1b21 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2852 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-20COMPMID-2816: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
CLDepthwiseConvolutionLayer3x3 kernels Change-Id: Iff5a3bec50bee492127f09635b2b5957a6f9307d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2509 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-11-28COMPMID-2609: Enable quantization with multiplier greater than 1 on OpenCLMichele Di Giorgio
Change-Id: I050f1f84e214e61f7cbb0197a672b68a4940edae Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2158 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@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>
2019-08-24COMPMID-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>
2019-08-13COMPMID-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>
2019-06-20COMPMID-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>
2019-06-03COMPMID-2225: Add interface support for new quantized data types.Georgios Pinitas
Add support for: -QSYMM8, 8-bit quantized symmetric -QSYMM8_PER_CHANNEL, 8-bit quantized symmetric with per channel quantization Change-Id: I00c4ff98e44af37419470af61419ee95d0de2463 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1236 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-05-15COMPMID-2194: Refactor activation function macro in OpenCL. Change all ↵Usama Arif
activation calls to macro from activation_float_helpers.h The different kernels now call the macro from activation_float_helpers.h. activation_helpers.h is now removed. Change-Id: I2e1314c6bc891809e88590d99e048072541cca14 Signed-off-by: Usama Arif <usama.arif@arm.com> Reviewed-on: https://review.mlplatform.org/c/1123 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-05-03COMPMID-2108: Fuse Activation Layer in CLDepthwiseConvolutionLayer3x3Kernels ↵Manuel Bottini
for F32 Change-Id: I39dd23696b6d8573e172a59b9e327b6a69886f08 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/973 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Usama Arif <usama.arif@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-04-18COMPMID-2047: Add support for dilation in CLDepthwiseConvolution.Usama Arif
Change-Id: I3106aa34bd168985a56791613d95072756be6e9b Signed-off-by: Usama Arif <usama.arif@arm.com> Reviewed-on: https://review.mlplatform.org/c/958 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-11COMPMID-1882: Improve memory coalescence when reshaping the weights for ↵Pablo Tello
CLDepthwiseConvolution Change-Id: Ib226fd3e7d2715847594eb5bafa46c938672cf9b Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/839 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-08COMPMID-1882: Improve memory coalescence when reshaping the weights for ↵Pablo Tello
CLDepthwiseConvolution Change-Id: I97788d9e349f37fcd818d588d668e2d5e22fd568 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/818 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-02-27COMPMID-1995: Fix output quantization CLDeptwiseConv3x3 when activation is fusedIsabella Gottardi
When quantization is fused in the optimazed Deptwise Convolution 3x3, we quatized twice the output. Change-Id: I1cae1f646045a456d6e2754917ddef0cda0679f4 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/c/796 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-08COMPMID-1776: Revert QuantizeDownStage to use fixed-pointGeorgios Pinitas
Change-Id: I807ef84dbf893bd401dcac5c0fa3a4ee49aabc66
2018-11-02COMPMID-1413 - Improve the performance of GEMMLowp with 8 bit dot product on ↵Gian Marco Iodice
OpenCL COMPMID-1424 - Add dot product support for CLDepthwise QASYMM8 3x3 NHWC non-unit stride With this patch we are able to improve the performance of MobileNet v1-qasymm8 by 37 % Tried to use the dot product instruction in CLDepthwise QASYMM8 3x3 NHWC non-unit stride but I have not seen any benefit (maybe because we have few arithemtic operation and we do not have more load instructions). However Depthwise convolution has been improved by 30% Change-Id: Id768a99c2e53a04276707e427af5d0ec93419ada Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155082 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1451: Fuse activation in DepthwiseConvolution.Georgios Pinitas
Change-Id: Id964d9068e18aaa13ab8adcbf7a9375b034ea6c3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154651 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1581: Collapse windowsGeorgios Pinitas
Change-Id: Iec56c9a96d9736a63f13b65efa33311950f20661 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148572 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <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-1316 Using 8 bit dot product instruction in CLDepthWiseConvolution ↵Giorgio Arena
with QASYMM8 Change-Id: I3fc37bdceaae8b4b1effa51129b71bf352388564 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138374 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-1246 CLDepthwiseConvolution QASYMM8 NHWC kernel cleanupGiorgio Arena
Change-Id: If9385e6bcbf2242b973f42d6979b16ebc39f2cb4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136159 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1270: Allow having weights with 1 IFM and multiple OFMs in ↵Michele Di Giorgio
CLDepthwiseConvolution3x3NCHW Change-Id: Ib2526f18bf303afd498ff85ca18c8df876f545ed Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134546 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-655 : Check FP16 is supported by the GPUVidhya Sudhan Loganathan
Change-Id: I507b04680a4e88426b682bd0be03bccb560ec78d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132589 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1068 Create validate method to CLDepthWiseConvolutionGiorgio Arena
Change-Id: I3301b66a8a072c6ecd0d7f2dabef350017b55ac4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128677 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-926 Add depth multiplier support to NEON/CL/GLES depthwise convolutionGiorgio Arena
Change-Id: I03f32c62350e5ea43e77bb15fc5a832d83719e3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126657 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-811 Add NHWC data format support for CL depthwise convolution QASYMM8Giorgio Arena
Change-Id: I89de432f3fbcba7abf9e1d4f8396a4334b4fa2c2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118324 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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