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2020-09-18COMPMID-3671: Extend cl image support to f16 in ↵Gian Marco Iodice
CLGEMMMatrixMultiplyReshapedKernel Resolves: COMPMID-3671, COMPMID-3672 - Extend cl image support to f16 in CLGEMMMatrixMultiplyReshapedKernel - Extend cl image support to f16 in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel - Change the interface of create_image2d_from_buffer - Extend test Change-Id: I27363be71fa515fbf71aa4be5ed0d6c730f38f34 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3992 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-07COMPMID-3748: Compiler issue with Bfloat16 on gcc8Georgios Pinitas
Treat bf16 memory on memset as raw memory by casting to void*. This hides the class-memaccess warning and is safe for the current class layout of arm_compute::bfloat16 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I5e242827d3737b4491d29abe7570eefee5b6edc1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3928 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-28COMPMID-3670 Extend cl image support to f16 in CLGEMMReshapeRHSMatrixKernelSiCong Li
Change-Id: Ic0569fe9ed99e61084b601ce84ddc7ef288d1899 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3852 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-25COMPMID-3694 COMPMID-3695 COMPMID-3458: Softmax AxisSiCong Li
* Properly support "axis" in CL and NEON (and GC) SoftmaxLayer and LogSoftmaxLayer in accord with mainstream frameworks. Axis now defines the dimension on which softmax is performed, and supports the range [-rank, rank) * Extend validation tests to include valid and invalid axes * Remove unnecessary LogSoftmaxLayer fixture, as it is only a specialisation of the SoftmaxLayer fixture * Change the validation fill value range from [-1000, 1000] to [-10, 10], as the former often results in sparse outputs with a single one and zeros elsewhere Change-Id: I8a0040453182b04ed88260de3ba434e98258d863 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3830 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-08-12COMPMID-3608: Fix z index in gemmlowp_mm_reshaped_only kernelGian Marco Iodice
The issue concerned gemmlowp_mm_reshaped_only_rhs_t_fused_output_stage_fixedpoint. In particular the issue was with the z index to access the elements from the lhs reduced tensor used to calculate the offset contribution. Change-Id: I74f6398fc08894fc323ccd04fda9220752652d31 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3726 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-12COMPMID-3337: Remove write paddings in both axes from ↵Gian Marco Iodice
CLGEMMMatrixMultiplyReshapedKernel - Change the interface of STORE_BLOCK_BOUNDARY_AWARE passing the conditions on Y and X rather than the X/ coordinates. This allows to use the macro with both GEMM reshaped and GEMM reshaped rhs only - Remove padding from the output tensor of CLGEMMMatrixMultiplyReshapedKernel - Add tests for validating the zero padding requirement Change-Id: I13263cc71ce065c5be34ed198def320dd5823495 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3712 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Fix doxygen comments about VECTOR_SIZE and BOUNDARY_VECTOR_SIZESiCong Li
Change-Id: I3f85ece08c9fc4bdbbfd72b5a872d4f2c4b76357 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3709 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3335: Remove x/y-axis padding from CLGEMMReshapeLHSMatrixKernelGian Marco Iodice
- Remove padding requirement for the input tensor of CLGEMMReshapeLHSMatrixKernel - Add utility function to load a boundary aware 2d tensor from buffer - Extend validation for validating the zero padding requirement Change-Id: I0ac6b1b517d75fd56998f406e0cce97b40918ce1 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3701 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Patch2: Remove paddings from im2col*_nhwc cl kernelSiCong Li
* Remove channel paddings from all nhwc kernels (im2col_3x3_nhwc, im2col_9x9_nhwc, im2col_generic_nhwc) * Validate that input total spatial dimensions (with x and y paddings) are bigger than or equal to the kernel spatial dimension. - Otherwise it would result in invalid memory reads. - This problem likely existed before, but was made obvious with the removal of implicit paddings * Add zero padding validation tests * Fix Im2ColValidationFixture by not permuting the input shape in case of NHWC Change-Id: I1f895e8938af0e9130cb516106f0b4b665531709 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3696 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3607: Fix softmax summation logic for QASYMM8_SIGNEDSang-Hoon Park
For the elements that shouldn't contribute to the sum, zero is used to compute the correct sum. Change-Id: I5360534b5b0f81ee3d3aaaf5a046b99ecd943894 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3703 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Patch1: Fix incorrect select casting in im2col nhwc kernelsSiCong Li
* Put an additional cast for correctly handling scalar cases According to opencl specs, logical operators, when performed on scalar types, always return int regardless of the type of the scalar. Thus if we were to use the results of a scalar logical op on the method select, it would be incorrect for any types of width different than 4 (the width of int) A concrete example would be that if the VECTOR_SIZE is 1 (scalar case), and DATA_TYPE is half/f16 (width < 4), then the result type of the || op would be int instead of short, which it's supposed to be, and this would result in the ambiguous function call error for select. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ibc4985f707f667116668c43b9f9bf39dda789528 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3698 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-07COMPMID-3683: Fix performance regression on Mali-G76 (Fully connected)Gian Marco Iodice
COMPMID-3682: Fix performance regression on Mali-G76 (Convolution) Updated the heuristic for GEMMReshapedOnlYRHS for Mali-G76 in order to take into account small workload cases Change-Id: I99fccbd0e94e4e21c0d1b88e23f02af06ef16ee9 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3689 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-06COMPMID-3652 Fix CLFullyConnectedLayer failure on S10SiCong Li
* Fix out-of-bound mem reads in cases where M < M0 in CLGEMMMatrixMultiplyNativeKernel and CLGEMMMatrixMultiplyReshapedOnlyRHSKernel, as a result of the new boundary-aware reading logics. * Add fixture tests (alongside the padding configuration tests) in these 2 kernels to catch all 5 possible scenarios with block dimension configurations, which includes this particular bug as the "...BoundaryHandlingFullInXSinglePartialInY" test case Change-Id: I8a10ab67594171e3ea4fb6e35c84ddc4ab964fba Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3650 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-05COMPMID-2450: Implement CLMaxUnpoolingLayerGian Marco Iodice
- Add OpenCL kernel for Max unpooling layer - Add tests for validating the result Change-Id: If7ca79566a1198e3141f880abf46738980a62c81 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3606 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-05COMPMID-2479: Extend CLPoolingLayer max pooling to extract indicesSheri Zhang
Fix PoolingLayer max pooling reference bug to extract indices. Extend CLPoolingLayer max pooling to extract indices, all the paddings need to be substracted. Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: If8e82e7f7e03172ad05f5a7cd5f13cf682fd1ffc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3649 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-05COMPMID-3392: Collapse TensorMaps into a single TensorPackGeorgios Pinitas
Collapse InputTensorMap and OutputTensorMap to a single TensorPack mechanism. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie2fdfc6b07d84ad589169ec99ca64fcf45a00bec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/253783 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3641 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2020-07-31COMPMID-3653 CL GEMM kernel creation error on certain combinations of N and N0SiCong Li
* Fix invalid use of vstore_partial_1 * Add configuration tests to catch this error case Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I25a2b16a530992acc869a4335c48a8fffa420850 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3628 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-31COMPMID-3624: CTS failure on Resize quantized in Neon and CLMichele Di Giorgio
Allow computations with aligned corners when the tensors have width/height equal to 1. Change-Id: Ia01733f6c02e0740835b26a794b9a79fa35319b4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3634 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sadik Armagan <sadik.armagan@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-31COMPMID-3324: Fix oclgrind warningsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ib14d158b9c5568981835312dcd9d5b9ca116649a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3637 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-29COMPMID-2078: Remove legacy TODOsGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic05ef206f76477cc2fbb9e7ad56ec1974fa013ea Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3626 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-28COMPMID-3385: Async support to CLArithmetic* kernels/functions Pt.2Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Idc5ac2dd2ba5295c00c88b44a783645327a27e15 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3617 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-24COMPMID-3385: Async support to CLArithmetic* kernels/functions Pt.1Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I94007565e688f8a0aead4f14c9fc30bfd9f9f7eb Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3613 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-07-22COMPMID-3535: 9x9 Direct convolution support for CL and NHWCGeorgios Pinitas
* Supported strides 1 and 2 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I4b9f087c0c328234159b2d1eacc2e465b3bb3c54 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3603 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-22COMPMID-3386: Support memory injection in CLConcatenate functions/kernelsMichele Di Giorgio
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I611adf4f506d406540e920b0bd6befb4b5108918 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3601 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-21COMPMID-3390: Async support to CLStridedSliceLayerKernel kernels/functionsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I9ff7e8d2fb4d36c4b7c44e885abf34ff6d4c577c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3587 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-21COMPMID-3326; Update heuristic for GEMMReshaped and GEMMReshapedOnlyRHSGian Marco Iodice
- Update the heuristic for Arm Mali-G77 (F32) in order to use the OpenCL image2d object on GEMM Change-Id: Ife6736a22ec2a114368bb338908f0c5f239dfad6 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3593 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-21COMPMID-3331 Remove y load padding from ↵SiCong Li
CLGEMMMatrixMultiplyReshapedOnlyRHSKernel and CLGEMMMatrixMultiplyNativeKernel Resolves: COMPMID-3333, COMPMID-3334 * Implement an "overlap load, but don't overlap store" strategy: - Change STORE_BLOCK_BOUNDARY_AWARE so that the partial block in y dimension is placed at the beginning instead of at the end. - Implement 3 auxiliary functions to calculate the lhs, bias and dst addresses, taking into account the potential partial block in y dimension. * Remove y load padding from Lhs and Bias tensors in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel and CLGEMMMatrixMultiplyNativeKernel * Modify config tests to assert zero-padding in new dimensions Change-Id: I8f8585c7c0f543d720c2c91b885417c7dad35af4 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3576 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-20COMPMID-3532: Align data type support between doxygen and implementation - CLMichele Di Giorgio
Also removes some unused code. Change-Id: I85687c40999c3cdf9e6fccfcd020b0901a9515fe Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3581 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-17COMPMID-3577: 9x9 CLDirectConvolution failuresMichele Di Giorgio
Change-Id: I32588332080adfaa79227dadd0f152c1bd67ff62 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3577 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-07-16COMPMID-3389: Async support to CLElementwiseUnaryLayerKernel kernels/functionsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I2ce75a4705cfd75e30aefa0a2ea31e751b975469 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3579 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-15COMPMID-3326: Update heuristic for GEMMReshaped and GEMMReshapedOnlyRHSGian Marco Iodice
- Update the heuristic for Arm Mali-G76 (F32) in order to use the OpenCL image2d object on GEMM - Create utility function to validate the support for image2d Change-Id: I0913ac5f27fd07992b0ac188af753a2abeb034ca Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3559 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-13COMPMID-3338 COMPMID-3336 COMPMID-3584SiCong Li
COMPMID-3338 Remove store padding in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel COMPMID-3336 Remove store padding in CLGEMMMatrixMultiplyNativeKernel COMPMID-3584 Fix VSTORE to correctly deal with scalar case * Implement STORE_BLOCK_BOUNDARY_AWARE, as part of the COMPMID-3332 investigation, with the following substantial changes: - Separate STORE_BLOCK_PARTIAL, STORE_ROW_PARTIAL and VSTORE_PARTIAL so that this change does not affect kernels not using STORE_BLOCK_BOUNDARY_AWARE. - Revamp vstore_ext_n to vstore_partial_n, and enhance VSTORE_PARTIAL to correctly handle both vector and scalar cases * Remove the store padding (dst tensor) in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel and CLGEMMMatrixMultiplyNativeKernel * Add configuration tests to check no padding is added by the configuration. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I4f0907867979d8dacedd03b4bcbd2fb19e4f1602 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3522 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-09COMPMID-3325: Add support in gemm_tuner for cl_imageManuel Bottini
Change-Id: I78f815005516ca0e83366bab017884530c1d2e86 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3518 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2020-07-08COMPMID-3574: add logarithm to LogSoftmaxLayerSang-Hoon Park
Missed logarithm for the summation is added to NEON, CL and reference backends. To avoid complex changes, log softmax layer on CL backend doesn't support quantized data types. Tests and doxygen comments are modified accordingly. Change-Id: Iafd29291be8b81345cb4999b2668dbc3ae0c3345 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3517 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3387: Support memory injection in CLActivationLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I31f9620607b372fc3340c71e748a5ea177d9da62 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3520 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-06COMPMID-3573: Nightly failure: ↵Sheri Zhang
CL/GEMMConvolutionLayer/Quantized/QSYMM8_PER_CHANNEL Change-Id: I0248470f6119cfc8001a940684f7d3b22269b83f Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3512 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-03COMPMID-3539: Change indexing for nearest neighbor with aligned cornersSang-Hoon Park
For nearest neighbor interpolation policy with aligned corners all of NEON, CL and reference use round() rather than float to find the nearest integer. Change-Id: If0360da870e983303bf0424ca1100084084c1efc Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3495 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-03COMPMID-3388: Async support to CLReshapeLayerKernel kernels/functionsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I141a943dfd691069317860e852ecdd0ba7391604 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3501 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-03COMPMID-3534: CLGEMMConvolutionLayer doesn't support QASYMM8_SIGNED properlymorgolock
- QASYMM8_SIGNED input and QSYMM8_PER_CHANNEL is permmited. - Validation tests are added. Change-Id: I9f699c323fa7e87afdc132c9b7888a56aebded6b Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3452 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-30COMPMID-3539: Ignore align_corners for scaled size of 1Sang-Hoon Park
Scale kernels failed to validate when align_corners is true for scaled output size 1. Change this behavior to ignoring align_corners value to be aligned with expected behavior of higher-level frameworks. Also the minimum output size generated by the fixture for Scale kernels is changed to 1. Change-Id: Ib8e479af8bc43de3780005545f0c53fe195dc22e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3478 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-29COMPMID-3322: Add cl_image support for GEMMReshapedOnlyRHS NTGian Marco Iodice
COMPMID-3323: Add cl_image support for GEMMReshapedOnlyRHS T - Added support for cl_image in CLGEMMMatrixMultiplyReshapedInlyRHSKernel (both NT and T kernels) - Extended the tests for the validating rhs_info.export_to_cl_image = true - Updated doxygen documentation in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel.h Change-Id: If253794323aac072d84a4d8680b9a2339ab7ad92 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3437 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-29COMPMID-3562: Support QASYMM8_SIGNED in CLArgMinMaxLayerKernelSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I6c6efde06f000834b0b770889e3eb5ee0d14b027 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3476 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-26COMPMID-3560: Fix F16 performance regression (OpenCL)Gian Marco Iodice
The performance regression was caused by a change in the interface of the OpenCL kernels gemm_mm_reshaped_lhs_* Change-Id: I030df4975dc040886c17e71710a27137b50edd9b Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3465 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3530: Fix validate calls in CLElementwiseOperationKernelMichele Di Giorgio
Change-Id: I315520ca825e2a420bb28308f020b95ff2969042 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3341 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-25COMPMID-3478: Allow SubTensors with XY indexingGeorgios Pinitas
Remove limitations on sub-tensor creation and allow any possible indexing as long as it honors the parent tensor shape. In case of padding expansion on a subtensor, an error is raised if the sub-tensor is indexed on the XY dimensions. Change-Id: Ibb5183a6cb7421f55068b47c06b43ebde0f6e9a5 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3427 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-18COMPMID-3320: Add cl_image support for GEMMReshaped T_NTGian Marco Iodice
COMPMID-3321: Add cl_image support for GEMMReshaped NT_T - Added support for cl_image in CLGEMMMatrixMultiplyReshapedKernel (both NT and T kernels) - Extended the tests for the validating rhs_info.export_to_cl_image = true - Added utility macros in OpenCL to load data from a OpenCL image object - Updated doxygen documentation in CLGEMMMatrixMultiplyReshapedKernel.h - Updated doxygen documentation in CLGEMMReshapeRHSMatrixKernel.h Change-Id: I953b10e4ef205d1b76dcbc366e5a91fd5a8e1d5c Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3329 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-12COMPMID-3364: use ScaleKernelInfo for Scale on OpenCL and GLESSang-Hoon Park
- Make Scale and ScaleKernel (on CL and GLES) use ScaleKernelInfo - Deprecate previous configure/validate functions on NEON, CL and GLES - Make adjustments required by deprecation Change-Id: I7e81f4ee9ae919392137b92f91e9bc002b7ae277 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3317 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-12COMPMID-3527: QLSTM should allow nullptr for optional projection biasMichele Di Giorgio
Change-Id: I5568ca1e9383f3960886f211d8320fc4525a8804 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3326 Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3180: Remove padding from NEThresholdGeorgios Pinitas
- Removes padding from NEThresholdKernel - Alters configuration interface to use a descriptor Change-Id: I394d5e1375454813856d9d206e61dc9a87c2cadc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3300 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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