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path: root/src/core/CL/kernels/CLDequantizationLayerKernel.cpp
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2021-03-11Port OpenCL Dequantization to new APIManuel Bottini
Partially resolves: COMPMID-4193 Change-Id: I4e14149d5b0a7f9c0dd3bfce800eaddca1e4d885 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5238 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-07COMPMID-3639: (3RDPARTY_UPDATE) Move CL kernels to srcSang-Hoon Park
Change-Id: I10d27db788e5086adae1841e3e2441cd9b76ef84 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4310 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-29COMPMID-3706: Add padding assert for kernels that don't have paddingSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I0a3f0a989a4db9a2abc9c89429e94af4c6b6b366 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4274 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3637: Move utility headers from arm_compute to srcSang-Hoon Park
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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>
2020-01-14COMPMID-2991: Add support for QASYMM8_SIGNED in CL kernels/functions - part 2Michele Di Giorgio
Adding support for QASYMM8_SIGNED to the following CL kernels/functions: - CLActivationLayerKernel/CLActivationLayer - CLComparisonKernel/CLComparison - CLConvertFullyConnectedWeightsKernel/CLConvertFullyConnectedWeights - CLDeconvolutionLayerUpsampleKernel/CLDeconvolutionLayerUpsample - CLDepthToSpaceLayerKernel/CLDepthToSpaceLayer - CLDequantizationLayerKernel/CLDequantizationLayer - CLGEMMMatrixVectorMultiplyKernel - CLNormalizePlanarYUVLayerKernel - CLPReluLayer - CLPixelWiseMultiplicationKernel/CLPixelWiseMultiplication - CLPoolingLayerKernel/CLPoolingLayer Change-Id: I874bbb7c2b08baa9c5ff4c9e6bc8778b42a6bec5 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2539 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2895: Remove QASYMM8_PER_CHANNEL data typeGeorgios Pinitas
Change-Id: I2d1b77370f8eceeaeae95306b4db5d90ababb76f Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2266 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-30COMPMID-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>
2019-08-24COMPMID-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>
2019-07-22COMPMID-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>
2019-06-24COMPMID-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>
2019-06-03COMPMID-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>
2019-03-05COMPMID-1937: Adds support for DequantizationLayer for NEON/CL.Georgios Pinitas
Change-Id: I4b73edd176a277294e0e42e642460bc61210778a Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/744 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@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-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-754: Add validation to (De)QuantizationLayersAlex Gilday
Change-Id: If8fa1277e8dc5b8e28a8bcad4ff9fc672b00ce9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123275 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-864 Window::collapse_if_possible() is misused in several CL kernelsMichalis Spyrou
Removed unnecessary collapse_if_possible() calls. Change-Id: I6f3434bc4a26470c4de5bac4e3d90b4b019c2c9c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117993 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-448: Implement CL Quantization/Dequantization Layer.Michele Di Giorgio
Change-Id: Id002e23a2ac48af3d245416dc6411d9a04a1e513 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81827 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
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