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2018-11-29COMPMID-1451: Remove invalid bias inclusion in specialized function.Georgios Pinitas
Fixed Segfault by removing bias iterator from specialized function which assumes no bias being provided. Change-Id: Ic897435ee9427d4359e8ab989a03e951da0d7ce0 Reviewed-on: https://review.mlplatform.org/314 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-11-28COMPMID-1813: Fix bias == nullptr in NEDirectConvolutionLayerOutputStageKernelGian Marco Iodice
Wrong check in the function Change-Id: I38e4d5f01039c8352c0e83f0711455af85f9c3fe
2018-11-28COMPMID-1716: CL Comparison operationsGeorgios Pinitas
Adds support for Equal,NotEqual,Less,LessEqual,Greater,GreaterEqual Change-Id: If0cdf4aae7f95c94709b195eee485f6663f45909
2018-11-27COMPMID-1720: CL: Implement Tilegiuros01
Change-Id: I2a18f0acea382960a8bc71a8f56928a5998f0dd6
2018-11-23COMPMID-1647 NENormalizationLayer IN_MAP_2D support for NHWC for FP32/FP16Michalis Spyrou
Change-Id: Id74cc7ba8e5cabee6acd3798d4779f88b1f00a9b
2018-11-23COMPMID-1734: Implement CLSelectGeorgios Pinitas
Change-Id: I49b2e8b4200c9ed654736d9451e4ab9c073b4b10
2018-11-22COMPMID-1645 NEL2Normalization for FP32/FP16 & NHWCMichalis Spyrou
Change-Id: I29e35024e29781a6b943b568abec9c73649215e6
2018-11-22COMPMID-1718: Extend DepthConvert to support CastGeorgios Pinitas
Change-Id: I6ee2c0b670727fc808fa636c53ddfaec3a0036c9
2018-11-22COMPMID-1648: CLNormalizationLayer IN_MAP_2D support for NHWC for FP32/FP16Michele Di Giorgio
Change-Id: I49f1d865f5e7562f1d80db849353a89ef77e6a9e
2018-11-21COMPMID-1451 Change PriorBox output to NCHwMichalis Spyrou
Output of Priorbox should be independent of the input data layout and should always be in NCHW format Change-Id: Ie80cd4e51c78945b158c0db1af1923bdf8d7ea7b
2018-11-21COMPMID-1451 Fix macros in SpaceToBatchMichalis Spyrou
Change-Id: I95fdf5bd85becfe081f6ae587284f3b294681308
2018-11-21COMPMID-1800: (Nightly) Mismatches in SC9863 board for NEON FP16Michele Di Giorgio
Fixes for: - ReduceMean, reduction on the X axis for FP16 with 8 elements was performed only up to a certain point. The fix now takes into account the number of elements of the vector and does as many reductions as necessary. - YOLOLayer, activation for FP16 has to be performed on 32 bits until the FP16 approximations is fixed. Change-Id: I75373f4edd37de476e6fe1a56de3ef386b65c619
2018-11-21COMPMID-1088: Use IMemoryRegion in interfaces where possibleGeorgios Pinitas
-Simplifies import memory interface -Changes the used of void** handles with appropriate interfaces. Change-Id: I5918c855c11f46352058864623336b352162a4b7
2018-11-20COMPMID-1646: NEResizeBilinearLayer NHWCGeorgios Pinitas
-Adds NHWC support for FP16 Change-Id: I61addf8efecf511ac8cd5f8aa9afc3e09c476aaf
2018-11-20COMPMID-1801 : (Nightly) CLWinogradConvolutionLayer FP16 mismatchesVidhya Sudhan Loganathan
FP mixed precision support added to GEMM kernel used for fp16 winograd conv on Midgard GPUs Change-Id: I1619beb025fc484a1ac9d3e528d785edabbc7ee6
2018-11-20COMPMID-1451: Fix CLBatchToSpace static validation methodMichalis Spyrou
Change-Id: I770b044b67d93510ef65e556905135b34be7ea0a
2018-11-19COMPMID-1644: NEDepthwiseConvolution for FP16 NHWCGeorgios Pinitas
Change-Id: I6e7dee8bd615a5eff01c523f208a218574ee5eab
2018-11-19COMPMID-1065 : Create documentation explaining how to add new functions / ↵Vidhya Sudhan Loganathan
kernels Change-Id: I98183f95814442b6f3dbb67a1bdae99df05b9b01
2018-11-16COMPMID-1451: Fixes for BoundingBoxTransformgiuros01
- Fixing a bug for which we did not scale the boxes before transforming them - Adding the correct_transform_coords option to BoundingBoxTransformInfo Change-Id: I40281254bcf87e7c8583c119e99562414fe59822
2018-11-16COMPMID-1451: (3RDPARTY_UPDATE) Fixes for GenerateProposals graph node and ↵Michele Di Giorgio
BoxWithNMSLimitKernel COMPMID-1792: Accuracy issue in CLGenerateProposals This patch does the following: - Some fixes for GenerateProposals function and tests - Adapting BoxWithNMSLimitKernel to only accept U32 tensors as keeps_size - Update 3rdparty - Adds a small tolerance for a GenerateProposals test Change-Id: Ia8ec1cdfe941fe05003645e86deb9ea6a6044d74
2018-11-16COMPMID-1266 : Add support for FP16 in CLWinogradConvolutionLayer: 5x5 kernelsVidhya Sudhan Loganathan
Introduced F32 accumulation for F16 winograd gemm and output transform WinogradConvolution will be available for F16 only if fast math flag is enabled Change-Id: I215593c205236a0f9669218437bb40b184ec6a4f
2018-11-16COMPMID-1785: Support for 4D tensor in CLFlattenLayerKernelGian Marco Iodice
With this patch we are able to dispatch a single GPU job also in case of batched-flatten Change-Id: I755e7af29d44b24f67fa04bad3c9b7646e8deefc
2018-11-16COMPMID-1791 CLPriorBox clCreateKernel errorMichalis Spyrou
Change-Id: I2c2250669829e399fdc2363f729dc5e68d8aac17
2018-11-16COMPMID-1461 SSD support: Create NEON PriorBoxMichalis Spyrou
Change-Id: I99e1c3939cfea4b9cb0ddfa313706f31b213ca89
2018-11-15COMPMID-1784: Fixed mapx/mapy access windowsAnthony Barbier
num_elems_processed was passed as a scale instead of a step Change-Id: I8c6d58fe4432f9f6beb31c0a1e02204c96775d98
2018-11-15COMPMID-1784 Fixed the padding checks in ↵Anthony Barbier
AccessWindowRectangle::update_window_if_needed() Change-Id: I56426cc9c9688a0aa0acdd439d5887c7ef208cd2 Note: The code to shrink the window hasn't been fixed yet.
2018-11-15COMPMID-1676: Change CLROIAlign interface to accept ROIs as tensorsManuel Bottini
Change-Id: I69e995973597ba3927d29e4f6ed5438560e53d77
2018-11-15COMPMID-1329: Add support for GenerateProposals operator in CLgiuros01
Change-Id: Ib0798cc17496b7817f5b5769b25d98913a33a69d
2018-11-14COMPMID-1462 SSD support: Create CL PriorBoxMichalis Spyrou
Change-Id: I5bf5d751ec7c02d96c26a769f49d03ea23a248b7
2018-11-14COMPMID-1638: Add BBoxTransform to the graph API (3RDPARTY_UPDATE)Manuel Bottini
Change-Id: Ie13a9eb6d417388b5de533bffa895796d9d2cf62
2018-11-14COMPMID-1781 Add channel support in CLL2NormalizationMichalis Spyrou
Change-Id: Ibab049f09413258c99335b7da6b151530a1bd136
2018-11-13COMPMID-1707: Create 3 special CLWidthConcatenate kernel to concatenate 2/4 ↵Michele Di Giorgio
and 8 tensors (Part 1) Creating special cases for concatening 2 and 4 tensors. Change-Id: I6a739a494ae45011acb65369e353f9ef96970b90
2018-11-13COMPMID-1751: Remove output_3d_depth from ↵Georgios Pinitas
NEGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint Change-Id: I1d5bc4d24059917f9ddef0873dd3043b1f2320a8
2018-11-09COMPMID-1451: Reduces accuracy issue in NEPoolingLayer for QASYMM8 NHWCGeorgios Pinitas
Adds 0.5f after scaling AVG pooling to be able to round to nearest as vcvtq_u32_f32 rounds towards zero. Change-Id: I22ce78f9e628cf4184a317edabce47211ab09456
2018-11-09COMPMID-1451 - Removed unused OpenCL kernel from gemmlowp.clGian Marco Iodice
Removed gemmlowp_mm_bifrost_transposed_dot8 kernel as not used Change-Id: I43cf463a3a4c0cdb2808621c534ffd5c9fd47ca1
2018-11-09COMPMID-1451: Perform two steps in calculating sqrt in NEPoolingLayerGeorgios Pinitas
Increases the steps for calculating invsqrt used in L2 pool by 1 to increase accuracy. Change-Id: Ib938a963809b07c30d47ec0675abae75bc086986
2018-11-09COMPMID-1675: Remove unused SVE filesGeorgios Pinitas
Removes: -sve_interleave_8way_block2_16bit -sve_interleave_8way_block4_16bit -sve_sgemm_3VLx8 Change-Id: I0aa35fe974d8e122937dfe8923ecf63ff5a52001
2018-11-08COMPMID-1451: Removed output_depth3d from ↵Gian Marco Iodice
CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFloat Since we perform an element-wise operation, it is not necessary to pass the output_depth3d. Change-Id: Ibfa07a0706e902acf59b444aa61e18a348162ea9
2018-11-08COMPMID-1736: Fixed out-of-bound write in CLIm2ColGian Marco Iodice
The issue was related to CLIm2Col when the number of input channels was less than the number of elements processed by each thread. The bug has been fixed in the validate_and_configure_window() function setting the correct number of elements accessed in the output tensor. Also fixed an issue GEMM3D when we have a single output channel Change-Id: I094292d0c7662599c4a4c3916ec5f5821df5faef
2018-11-08COMPMID-1675: Add SVE supportGeorgios Pinitas
Change-Id: I86679adff556b6ffc9929b35cbf1b59b3958bdb1
2018-11-08COMPMID-1579: Add support for ChannelShuffle operator in NEONGeorgios Pinitas
Change-Id: I6d5f91579850906e1eb973ff6c5612195255e631
2018-11-08COMPMID-1776: Revert QuantizeDownStage to use fixed-pointGeorgios Pinitas
Change-Id: I807ef84dbf893bd401dcac5c0fa3a4ee49aabc66
2018-11-07COMPMID-1451: Fixed zerobuff sizes and clobbers in interleave transforms.Georgios Pinitas
Change-Id: If8fbd04d0817b9e654ffa9715879a2521de66963
2018-11-06COMPMID-1328 Add support for BoxWithNMSLimit operator in CPPMichalis Spyrou
Change-Id: I5aae537372bf797fbb2a2bae81038f8963b041a9
2018-11-06COMPMID-1703: Collapse the 4th dimensions in ↵Georgios Pinitas
CLDepthWiseConvolutionLayer3x3Kernel Change-Id: Ie274da79b15c03f86dfedc85bb721b3de34a0bb4
2018-11-02COMPMID-1739: Fix broadcast CLArithmeticAddition for QASYMM8Michele Di Giorgio
Commit 16121924 `COMPMID-1673: Collapse window in CLArithmeticAddition when one operand is a vector` changed the number of elements processed per iteration to 8, but didn't update the quantized kernel to reflect that. Change-Id: I49a2fbcee81f5bbc1b210b4a5c6d63b94eafdcec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/156355 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1712 CLPoolingLayer wrong results in QASYMM8Michalis Spyrou
Also added the test case reported by ArmNN. Change-Id: I9fe9a1b4f74267a3346529f3a597b37486593c4a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155914 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1699: Disable arithmetic operations in CLWinogradLayer when no ↵Georgios Pinitas
batches available. Change-Id: Iad83df2a9116a7f350de83ec59b28cd8893c8d3a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155716 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1704: Collapse the 4th dimension in CLPoolingLayerKernelGeorgios Pinitas
Change-Id: I76e57af6608b55b6f59a5d06aecc30063ee4c3cc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155733 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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>
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