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2018-12-12COMPMID-1697: NEPermute extended support for more cases.Pablo Tello
Regardless the input data layout NEPermute function has been added support for the all the permutations of 4d tensors Added corresponding validation tests. Change-Id: I0f8f20c2c3716e908a18a59783be53efab80ef5b Reviewed-on: https://review.mlplatform.org/367 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-12COMPMID-1786 Dispatch a single OpenCL when running CLScaleKernel with NHWC ↵Michalis Spyrou
with batch_size!=1 Change-Id: Ib5ea76c1ba7a7add1f050ca9168091bd30749725 Reviewed-on: https://review.mlplatform.org/377 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-12-11COMPMID-1775: Implement CLGEMMReshapeRHSMatrixKernel to reshape the RHS ↵Gian Marco Iodice
matrix of GEMM/GEMMLowp Change-Id: I77f2bfcc5d170bcc2428a2f27104942c1ec877d7 Reviewed-on: https://review.mlplatform.org/375 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-11COMPMID-1497: Add support for interleaved B reshaping in gemm_interleavedAnthony Barbier
Change-Id: I2171e1bf707bdcfa221c18d7a8904979e110020d Reviewed-on: https://review.mlplatform.org/326 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-10COMPMID-1774: Implement CLGEMMReshapeLHSMatrixKernel to reshape the LHS ↵Gian Marco Iodice
matrix of GEMM/GEMMLowp Change-Id: I8c5fd4c8bcdffda1522c83158981ed92baa045f4 Reviewed-on: https://review.mlplatform.org/364 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-10COMPMID-1451: Accept GC instead of GLES as a target in graph tests.Georgios Pinitas
Change-Id: I722a9a560ce397e8ac3a36576a1b7001fd0b7f7a Reviewed-on: https://review.mlplatform.org/374 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-07COMPMID-1821 (Nighlty) CL/ArgMinMax/Float/ clEnqueueMapBuffer failuresMichalis Spyrou
Change-Id: I5a9d698f459fd7efdbe85d70d092e79e961cb4dd Reviewed-on: https://review.mlplatform.org/368 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-07COMPMID-1451: Fix shape check in CLStridedSliceKernelGeorgios Pinitas
Change-Id: I10979793e22296f9ab091405509d809fd692ab89 Reviewed-on: https://review.mlplatform.org/365 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-07COMPMID-1710 CLElementwiseUnary: Fix accesses smaller than vector sizeMichalis Spyrou
Change-Id: I26c00ed1941a20fb02fac7d6c03f06adf87fee4d Reviewed-on: https://review.mlplatform.org/363 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-07COMPMID-1826: Add support for QASYMM8 in NEArithmeticAdditionKernelGeorgios Pinitas
Change-Id: Ia7fb128e1f3944d0d831e1d125a6db3e1d257106 Reviewed-on: https://review.mlplatform.org/355 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-06COMPMID-1463: SSD support: Create Detection layerIsabella Gottardi
Change-Id: I8b59b9b94cbd132e1ff5157a4c59882719e12e3b Reviewed-on: https://review.mlplatform.org/327 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-05COMPMID-1634: Cleaned up NEPoolingLayer.Pablo Tello
Reduced the binary size of NEPoolingLayerKernel.o form 266k to 95K Change-Id: Ia1e79849430a5f34f5c1fa3fb15f23a61555a7f0 Reviewed-on: https://review.mlplatform.org/344 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-05COMPMID-1822: (Nightly) : 'CL/ArithmeticDivision mismatchesgiuros01
Change-Id: I14cea30ffa9ca735941b559bb272b8c476814a34 Reviewed-on: https://review.mlplatform.org/338 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-12-05COMPMID-1719 CL: Implement RSqrt, ExpMichalis Spyrou
Change-Id: I827b26239043a9e90d26c2583122648d2a45303a Reviewed-on: https://review.mlplatform.org/317 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-05COMPMID-1723: CL: Implement ReverseMichele Di Giorgio
Change-Id: Id0d4a07af24e2331161996083b0c1bab072bd405 Reviewed-on: https://review.mlplatform.org/322 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-05COMPMID-1298: Fuse ReLu activation in CLWinogradOutputTransformManuel Bottini
Change-Id: I9e6e43a5839d04c2e4b4552c05446efb0a5074cf Reviewed-on: https://review.mlplatform.org/232 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-05COMPMID-1073: CLDepthwiseConvolutionLayer uses the optimised pathPablo Tello
Change-Id: Ibdb7d875f8ff89bc210c63d389abef1ea1fd51d5 Reviewed-on: https://review.mlplatform.org/330 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-05COMPMID-1757: NEON: Implement Tilegiuros01
Change-Id: Ic6a1f55f14d53896725afe426bc2e2acb1546589 Reviewed-on: https://review.mlplatform.org/343 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-05COMPMID-1725: Implement PackGian Marco Iodice
Change-Id: I13f6e4c600f39355f69e015409bf30dafdc5e3aa Reviewed-on: https://review.mlplatform.org/332 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-04COMPMID-1824 Disable logging completely when building with logging=0Michalis Spyrou
Change-Id: Ie0d5387c0546045e14e62c84c03894a9b0339585 Reviewed-on: https://review.mlplatform.org/335 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-03COMPMID-1819 Add option to build library with -fno-exceptionsMichalis Spyrou
Change-Id: I3de6bb33746d52f8d8c337ab7776eccee8c205fb Reviewed-on: https://review.mlplatform.org/328 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-03COMPMID-1497: Use reshaped B strategy in GEMM by defaultAnthony Barbier
NELSTM, NEFullyConnectedLayer(For quantised types only), NERNN and NEWinogradLayer were all defaulting to on-the-fly reshaping of B Fixed a bug in GemmInterleaved: it was ignoring the 'multis' dimension of the tensor to allocate the memory for B reshaped Change-Id: I7b30f7f57fc65d6a03cccde0bf5515a811f17b54 Reviewed-on: https://review.mlplatform.org/323 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-30COMPMID-1717: CL: Implement Maximum, Minimum, SquaredDifferencegiuros01
Change-Id: Ice653e48211053bd3cd20a693bd76de6b4efc370 Reviewed-on: https://review.mlplatform.org/270 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-11-30COMPMID-1728 CL: Implement ArgMax/ArgMinMichalis Spyrou
Change-Id: I7eae2e55cc0b0b7bbebb7617299daaca6f75f40c Reviewed-on: https://review.mlplatform.org/292 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-30COMPMID-1815 Remove templates from NEFillborderKernel and create ↵Michalis Spyrou
INESimpleFunctionNoBorder Change-Id: Ia9fdc75b23e9a6208058f8406fb7b5fcd917de2c Reviewed-on: https://review.mlplatform.org/311 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
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
2018-11-27COMPMID-1810: Fix std::stoul in MemUtils.cppGian Marco Iodice
Change-Id: Icadce1298f9e52dc6f4b0adc1556ede9dd9a2a2e
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
2018-11-23COMPMID-1451: Fix MemoryManager usage.Georgios Pinitas
-Fixes NEWinogradConvolution memory manager usage -Moves allocations in prepare staged for GEMMDispatchWrapper. Change-Id: Ic1c709ee473eb4968f5a081f2bc26960f882f8db
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-1451: Fix Test documentationIsabella Gottardi
Change-Id: I62d937533967b29505d3ac8a51b513f0c6de8cd0
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
2018-11-19COMPMID-1750: Add PriorBox operator to graph API.Pablo Tello
Change-Id: I5d2ed5dcc342abff8124762f7bdee587cdf20032
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
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