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2020-05-11COMPMID-3239: Fix projection and peephole in NEQLSTMLayerSang-Hoon Park
- Peephole and projection has been fixed to be working - Small internal kernel copying data between tensors to cover the case where num_units and output_size is different is added. Below is strictly outside of this patch's scope but are changes helping this patch working (directly or indirectly) or making NEQLSTM more complete. - Consideration for layer normalization is added to InfoHelpers - QSYMM8 data type is added to helper function to print out tensors. - NE/CLLSTMLayer::validate() logic has been modified to use correct value for shape validation. Change-Id: I40b4e71dfdbe8432caa2fe4a9af60a725362cc33 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3157 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-10[ONCPUML-7] arm_compute support for ND parallelismJoseph Dobson
Currently 1D ranges of work are specified by the scheduler via two integers, start and end. This limit opportunities for advance parallelism and scheduling This patch expands the interfaces to allow for ND parallism. `GemmCommon::get_window_size` now returns an `NDRange` specifying the work in N-dimensions rather than with the single integer it used prior (1D) Execute now takes an `NDCoordinate` which specifies an `NDRange` with a start position for that work along with an `NDCoordinate` to specify the thread location In addition to expanding the interface to enable this functionality, we have added the capability to SGEMM when the number of threads is high this has the effective of allowing a much greater degree of parallelism where te problem dimension would previously have limited the number of threads. Change-Id: I3e1a8b7276216627bec4ff6f24ac2147552ea9fb Signed-off-by: Joseph Dobson <joseph.dobson@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2962 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Validate bias dimensionality in NEFullyConnectedLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib5add7951417806f89ce9445f8cdd723488193c3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3119 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Allow different quantization info in NEElementwiseMin/MaxMichele Di Giorgio
Change-Id: I97f9f7e9f054b2a812a23b25cfb21033f76a9101 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3125 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3241: Add Layer Normalization to NEQLSTMLayerSang-Hoon Park
- Add output quantization calculation to Layer Normalization - Add members for Layer Normalization to NEQLSTMLayer - Add configure/validate/run of Layer Normalization to NEQLSTMLayer Change-Id: I278c8e0edbb21212f3afa4d4a336df0f1a4c1bfb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3059 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID: Fixed issue in the scheduler of NEConcatenateLayerGian Marco Iodice
Change-Id: Ibee18503ae94da43811e8ad73760abf111c34ff7 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3063 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3241: Fix hidden scale in NEQLSTMLayerSang-Hoon Park
- Fix wrong data types in LSTMParams - Add logic to ignore epsilon for quantization multiplier computation - Ignore epsilon for hidden gate scale computation Change-Id: Ia0b2f523b1c2ad325f3523439a8eea051d81958c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3058 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3237: Implement NEQLSTMLayerMichele Di Giorgio
COMPMID-3082: Extend NEQLSTMLayer with enhancements Change-Id: I88175b7bf69494a4eae510b74176fe8a0d6cd770 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2969 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-07COMPMID-2765 Add support for QASYMM8_SIGNED in NEDeconvolutionLayerLuca Foschiani
Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: I8295fadee15311a9ab846aa24c031b82c0b799eb Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2952 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2020-04-03COMPMID-3101 Fuse activation with floating point elementwise operation ↵Giorgio Arena
layers in CL Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I1693f8664ba7c0dc8c076bbe7365cef1e667bd25 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2718 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-01MLCE-166: Add support for extracting indices in NEPoolingLayer 2x2 NCHWmorgolock
* Added initial support for pooling indices * Only supported for NCHW Poolsize 2 Change-Id: I92ce767e64fcc01aae89411064b4cb2be272a1e9 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2927 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-31COMPMID-3069: Resolve Bfloat16 validation issues.Georgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic1c610cc01064071a7ff8b69ea598c4b0ddbe0ff Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2953 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-26COMPMID-2966 Add support for QASYMM8_SIGNED in ↵Luca Foschiani
NEGEMMLowpQuantizeDownInt32ToUint8ScaleKernel Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: Ia8692f8fda16fa3b73f343e4b5b1b55e14403225 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2750 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-25COMPMID-3098 Fuse Relu and Bounded Relu with FullyConnected NEONSiCongLi
Change-Id: Id28062445590d6c06b35f7d7434eb38393ae94a7 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2875 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> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-16COMPMID-3237: Extend GEMMLowpReduction kernels to multiply reductions by a ↵Michele Di Giorgio
scalar value Change-Id: If2a242f52aea753591525d30a4cb64c1a766bf8d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2881 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-12COMPMID-3160: Add Bfloat16 support in NEGEMMConvolutionLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0e449306c138a562ffc1455e76ec44b2fd059d85 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2860 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-03-11COMPMID-3069: Remove unnecessary uses of ToolchainSupport.hMatthew Bentham
Change-Id: I9c09d1002043fd2f927493a85924298d54b1ad9c Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2854 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2020-03-04COMPMID-3069: Add NERNN missing assertMichalis Spyrou
Change-Id: I1ce028fa3ea3032a2a66b6d7de24aca3f4e5598a Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2830 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-03-03COMPMID-3100 Fuse bias addition with fully connected layer NEONSiCong Li
NEGEMM and NEGEMMLowpMatrixMultiplyCore are already fuse with bias addition. Expose them to NEFullyConnectedLayer. Change-Id: I42a909565bf49de1a019a07dc4dca11ae0981ada Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2769 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-02-26COMPMID-3067: Address gcc9 failuresGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I048d1d7dda7edf587d37ce83a93b557d8a95754a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2771 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-02-26COMPMID-2774: Add support for QASYMM8_SIGNED in NEReductionOperation, ↵Luca Foschiani
NEReduceMean and NEArgMinMaxLayer Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: Icf198a983c8ce2c6cd8451a1190bb99115eac3af Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2652 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-02-12COMPMID-3084: Fix padding value for Reduce MAX/MINSang-Hoon Park
The correct minimum/maximum values of QASYMM8 is used for padding. Change-Id: Ia54e886e5acfd9c1236459b34d445bdc16446e3e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2721 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-29COMPMID-2819: Remove use of std::bind1st as is deprecated since C++11Georgios Pinitas
Use std::negate to negate the values of a vector instead std::bind1st Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I063c0d9a75df34cd4669e55ebc63b028a5f861f1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2656 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-28COMPMID-2985 add data_layout to PoolingLayerInfoSang-Hoon Park
- use data layout from PoolingLayerInfo if it's available - deprecate constructors without data_layout - (3RDPARTY_UPDATE) modify examples and test suites to give data layout Change-Id: Ie9ae8cc4837c339ff69a16a816110be704863c2d Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2603 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-23COMPMID-2772: Add support for QASYMM8_SIGNED in NEPoolingLayerManuel Bottini
Change-Id: Ia8ef8f83eb8625a6a609e06dca89d674b07c59cd Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2628 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-23COMPMID-2923 Integrate arm_gemm per channel quantizationMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I8667e75843fdd6ac75bd8272a86a348b830da28d Reviewed-on: https://review.mlplatform.org/c/2548 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-23COMPMID-3022 Fix NEON QASYMM8 Reduction OperationMichalis Spyrou
Use proper offsets in our tests and subtract the accumulated offsets when we do a SUM operation. Also change the reference MEAN_SUM impementation to use floats. As a result the tolerance is increased to 2. Change-Id: Icac8b84680bd880fd30dc1dd82d19cce43921eb5 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2616 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-17COMPMID-2985 change PoolingLayerInfo to structSang-Hoon Park
Change-Id: I489205c2b65ec82c6d3da4df39c356a53265556b Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2597 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2760: add support for QASYMM8_SIGNED to CLGEMMConvolutionLayerSang-Hoon Park
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: I55ab81d0f96c78af0396652cacf6640fc98ef3c2 Reviewed-on: https://review.mlplatform.org/c/2584 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2769: Add support for QASYMM8_SIGNED in NEFullyConnectedLayerMichele Di Giorgio
Change-Id: I4c35c522375ae5a5de78716e079ebb9ffad15956 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2581 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2727: Add support for split sizes in NESplitKurtis Charnock
Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: I14cb2711f3a02bd5f50976cb78fe5865e2062891 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/214133 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2433 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-10COMPMID-2800: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
NEDepthwiseConvolutionLayer3x3Kernel Change-Id: Ia5d23ff2c9e59c80ded2fac5ca02704214f0a01a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2537 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-10COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseMinmorgolock
Change-Id: Ic5b8c69b90fdad8e7585169c8d4eae449162121d Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2570 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-09COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseMaxmorgolock
Change-Id: I8261558384ae028f7f016dfd6715de140f0b6445 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2528 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-08MLCE-139 add align_corners parameter to NEScaleSang-Hoon Park
Change-Id: I497ceb54c5fd8af1af8c529f90fd5a00a45263c8 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2538 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2020-01-06COMPMID-2801: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
NEDirectConvolutionLayerOutputStageKernel Change-Id: Ib047dd1024b8ecac60e2d368cb161ca418c933ff Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2503 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-06COMPMID-2999: Nighliy Build Failure [655] - Bare metal build for armv7Michele Di Giorgio
Change-Id: I42f06fd2520a7efe5e6d40f7f9829e3d33c9e387 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2534 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-02COMPMID-2998: NEON/GEMMConvolutionLayer/Quantized/QASYMM8_SIGNED failing on ↵Michele Di Giorgio
32-bit Change-Id: If8a705ba09f184e264c37453ffbee591f45e7cba Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2524 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2608: Enable quantization with multiplier greater than 1 on NEONMichele Di Giorgio
Change-Id: Ib2b0c9ac88fc2b645f478c9981f71ee28f2c77fd Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2425 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2980 (Nightly) armv7a build failuresMichalis Spyrou
Change-Id: I8c2a20fc345694d1ad6e0fe63e4f22fb73e6c1df Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2463 Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2855: CLReduceMean throws error for invalid configsPablo Tello
Change-Id: Icc198a6db7dc79230972e12f226fa6fa1d9de6cb Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2452 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2754: Add support for QASYMM8_SIGNED in NE kernels/functions.Georgios Pinitas
Kernels/Functions extended support: - NEBatchToSpaceLayerKernel/NEBatchToSpaceLayer - NEChannelShuffleLayerKernel/NEChannelShuffleLayer - NECol2ImKernel/NECol2Im - NEConvertFullyConnectedWeightsKernel/NEConvertFullyConnectedWeights - NECopyKernel/NECopy - NEConvolutionLayerReshapeWeights - NEDepthToSpaceLayerKernel/NEDepthToSpaceLayer - NEFlattenLayerKernel/NEFlattenLayer - NEFillBorderKernel - NEFullyConnectedLayerReshapeWeights - NEGatherKernel/NEGather - NEGEMMInterleave4x4Kernel - NEGEMMTranspose1xWKernel - NEIm2ColKernel/NEIm2Col - NEMemsetKernel - NEPadLayerKernel/NEPadLayer - NEPermuteKernel/NEPermute - NEReverseKernel/NEReverse - NEReorgLayerKernel/NEReorgLayer - NEReshapeLayerKernel/NEReshapeLayer - NESplit - NESlice - NEStridedSliceKernel/NEStridedSlice - NESpaceToBatchLayerKernel/NESpaceToBatchLayer - NESpaceToDepthLayerKernel/NESpaceToDepthLayerKernel - NEStackLayerKernel/NEStackLayer - NETileKernel/NETile - NETransposeKernel/NETranspose - NEWidthConcatenateLayerKernel/NEHeightConcatenateLayer - NEHeightConcatenateLayerKernel/NEHeightConcatenateLayer - NEDepthConcatenateLayerKernel/NEDepthConcatenateLayer - NEBathConcatenateLayerKernel/NEBatchConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia070332ad4c4dbced2541dc46f7f2f3a86833b65 Reviewed-on: https://review.mlplatform.org/c/2442 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-04COMPMID-2305: NEDepthwiseConvolution 3x3: support for QUANT8_PER_CHANNEL_SYMMGiuseppe Rossini
Change-Id: I9a917cff6a089ce6ae16fb4e6066a4194e2e9487 Signed-off-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2241 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-12-04COMPMID-2764: Add support for QASYMM8_SIGNED in NEConvolutionLayer.Georgios Pinitas
Change-Id: I8fbbd2e399f48968337a60147098d04f27c2d1c0 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2402 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-04COMPMID-2962 Fix compiler warnings for g++8Michalis Spyrou
Change-Id: I410c4c54577c1f253597821b1ec6cc40d936b96f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2406 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-27COMPMID-2763 convert functions and helpers for QASYMM8_SIGNEDSang-Hoon Park
Helpers and functions are modified to add capabilities to convert from/to QASYMM8_SIGNED. Change-Id: Iadd94f9a8469da77421d6987ce67738cf16a1c52 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2288 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-11-27COMPMID-2805: Add QASYMM8_SIGNED support in NEGEMMLowpOutputStageGeorgios Pinitas
Add support from requantizing down from S32 to Int8 with fixed point requantization. This involves the following: - Compute fixed point multiplication between each entry of input by result_fixedpoint_multiplier - Add bias to final result if bias tensor is not a nullptr - Round to nearest division by a power-of-two using result_shift - Add offset to each result - Clamp the value between the specified min and max bounds - Cast to int8 data type Change-Id: I641b3fac0833c568d8565ccb859bbc561a24c17d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2340 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-22COMPMID-2855: NEReduceMean throws error for invalid configsPablo Tello
Change-Id: I600507d0de19d7da6c1a13edcfff0a11ea6b5264 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2254 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2019-11-21COMPMID-2920: NEInstanceNormalization fails on NHWC validationsManuel Bottini
Improved TensorInfo to accept DataLayout, useful to test the validate functions Removing nighlies tests Moving all vpadds instructions in add.h Change-Id: I96290a6f26272eae865dba48bbc3c6aee4bc0214 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2287 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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