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2018-11-02COMPMID-1469: Add validate in NEGEMMMatrixAdditionKernelGeorgios Pinitas
Change-Id: I228e2503eb40c12869fbd7e834ac1309aa613480 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145878 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02[COMPMID-1483] Add validate method to CLReshapeLayerGiuseppe Rossini
Change-Id: I33079e07acad83e0740c87b06546cc0f0f51301c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145164 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1235: Implements StridedSlice for CLGeorgios Pinitas
Change-Id: If2b44da31fae528c76be742b4b3a21fb0eb06b49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145284 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1470 Add auto-init of the output in NECol2imGiorgio Arena
The output of NECol2Im is already auto-initialized. This patch is about calling ShapeCalculator instead of computing the shape inside the kernel, adding validate_and_configure_window, and standardize the way convolved dims are passed (now NEON uses Size2D, while CL passes a pair of uint values: using Size2D for both implementations) Change-Id: I795696e1b6532f57847c3186c1b532c09f5a25da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145345 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1533 Implementing CLDepthWiseConvolutionLayer with FP16 (NHWC)Giorgio Arena
Change-Id: I46965aeb1fffba8cbf083cab7284c549b0e94d00 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145334 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1188: Static tuning of CLScaleGeorgios Pinitas
Change-Id: Icf1cc00d9861fdb8766d0b8fd33ca90833863927 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144830 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188 - Fix CLWinogradConvolutionLayer for NHWCGian Marco Iodice
Change-Id: Ib4abe0388f218276e79f7c4405827e61722f0ef8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144240 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1498 - Enable grouping in CLGEMMConvolutionLayerGian Marco Iodice
Change-Id: I15c7df21773145b03f42b6f78bd7ad2e5b8a5219 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144126 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1376: Add support for QASYMM8 in CLDeconvolutionLayerMichele Di Giorgio
Change-Id: I13ec79b6668e2b9559d3fa789ae0b51ab6975289 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139126 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1478: Fixed Doxygen comments + minor fixesAnthony Barbier
- Allow check_bad_style.sh to only run on some of the files - Pass missing lws_hint() in CLNormalizationLayerKernel Change-Id: I2cf44f82f7ba6c8dc8d40691aeec7c6c3de385b5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143628 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1343: Add grouping support to CLCol2ImKernelMichele Di Giorgio
Change-Id: I5188a2163e7341f1915d98c21464fea13a9a7faf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143330 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1342 Add grouping support to CLIm2ColKernelGiorgio Arena
Change-Id: I4afb19751520a90fee27fb49b775cd10e92a94f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140476 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@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-1188 - Passed WIDTH_OFFSET at compile time in ↵Gian Marco Iodice
CLWidthDepthConcatenateLayerKernel Change-Id: Icab813cd432174608621ee6a87015aeb10ab822d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143570 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1410 (Nightly) Mismatches in CLMeanStd function for floatMichalis Spyrou
Change CLReductionOperation border to be multiple of 64 instead of 16. The opencl kernel works only with local_size(0) being a power of 2. This will generate a padding of 63 if input_width % 64 = 1, but I don't think it's a big issue and it keeps the border calculation pretty simple. Also, increased tolerance for fp32 because there were mismatches for the 4K image. Change-Id: Id44990a262b2d6eff4c8ce56eb7c886274d9847e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143415 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02MLCE-13: Sanitizing matrix argument in the Warp.Pablo Tello
This changes help to prevent errors like passing a matrix with less elements than required into the warp functions. Change-Id: I863f933a5e0568258717cffed3a20788d3d03083 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143044 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1303: CLDepthConvert : Add support for FP32 -> FP16 and FP16 -> FP32 ↵Michele Di Giorgio
+ validate() function Change-Id: I6808de0254a7c4bca440322cc14b795b3b32465b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142427 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1277 - Optimizing CLIm2ColKernel for NHWC.Gian Marco Iodice
This patch includes: - Im2Col optimizations for NHWC using a new data layout - Refactoring of CLIm2ColKernel adding validation method and auto-init - Removed im2col_reduced from CLIm2ColKernel and created a new kernel CLFlattenLayerKernel Change-Id: I1620640b6796baa268324b33ae92cdd8de53e27c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141241 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1344 Add grouping support to CLWeightsReshapeKernelGiorgio Arena
Change-Id: Idde333308db71087ec234b3fd1eb4e36a44db46c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143049 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188 - Fixed performance degradation with GEMM3DGian Marco Iodice
The previous implementation of GEMM3D degradated the performance when the input had to be reinterpreted as 3D. However if both input and output have to be reinterpreted as 3D, we can skip the offset calculation for that specific case and run the multi GEMM approach Change-Id: I0d5d48add2c6ccdebfbb268ea199dd181101f3aa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142872 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1276 - Allow GEMM to work with 3D input tensorGian Marco Iodice
Skipped im2col in CLGEMMConvolutionLayer for 1x1 convolutions with NHWC data layout Change-Id: I894e6b952ed8605e8f3ffc0ffc25c24730d4664c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141909 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1124: Validate CLLSTMGeorgios Pinitas
-Enables cell-to-input weights when !cifg and peephole -Makes projection bias conditional Change-Id: Iee866db9f5d8479c2dfd95d74a2d42492bf07a8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140543 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Les Bell <les.bell@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1367: Enable NHWC in graph examplesGeorgios Pinitas
Change-Id: Iabc54a3a1bdcd46a9a921cda39c7c85fef672b72 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141449 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1316 Using 8 bit dot product instruction in CLDepthWiseConvolution ↵Giorgio Arena
with QASYMM8 Change-Id: I3fc37bdceaae8b4b1effa51129b71bf352388564 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138374 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1394: Fixed OCLGrind failures ColorConvertPablo Tello
Change-Id: Ibf688e68205eac2dc07ce88c96498cc66c153cee Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140440 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1386: Add support for converting weights for CL.Georgios Pinitas
Change-Id: I62e3ead903366baeeb1488f233a9b8b0c388c9de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140403 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1365: Add support for NHWC in CLDepthConcatenateLayerGeorgios Pinitas
Change-Id: I3ed55bdb95d888aff0b0b76fb841bf1669659308 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139963 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1385: Fixed QASYMM8 mismatchesPablo Tello
Added support for different quantization info in the operands and the output tensors in CLArithmeticAddition. Change-Id: I7704baccc3b609fcc514f947f1b5b5331745ed9e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139947 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1409: Disable BN + Act fusion in the graph if activation is not ↵Georgios Pinitas
supported Change-Id: Ifba641d498638ac48bbc9624338a2168a56fe5c6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140075 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-807: NHWC support in CLDirectConvolution.Pablo Tello
Change-Id: I8738aca2cc0104e4c4d7c9605762ab59fce10a33 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137333 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1288 Optimizing CLGEMMLowp using 8 bit dot product instructionGiorgio Arena
Change-Id: I536174b9381660a94578d6aa1892a6289a820391 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139109 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1390: OCLGrind and benchmark tests fail for QASYMM8Georgios Pinitas
COMPMID-1392: OCLGrind failures in im2col1x1_stridex1_dchw COMPMID-1395: OCLGrind failures in output_stage_quantized Change-Id: I35504bd1f701316df122be52d458c71bbd7e7909 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139722 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1226 Extend CLMeanStdDev to support FP32 / FP16Michalis Spyrou
- Extend support for FP16 in CLReduction. - For F16/F32 MeanStdDev we perform one reduction operation for mean and one for stddev and we calculate the final result in the host CPU. Change-Id: Iad2099f26c0ba7969737d22f00c6c275634d875c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135870 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1167: Validation for NEDepthwiseConvolutionLayerAbe Mbise
Change-Id: I9689e1a0627dc015dd2ce98417e4c97bb55581bb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131327 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188 : Rename TNOX to Mali-G76Georgios Pinitas
Change-Id: I136f7aa4bca268abd4fbe4f6ce4bcc2708ec3671 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139689 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1384: graph_mobilenet fails for NHWC on OpenCLGeorgios Pinitas
Makes GEMM3D account top padding when jumping among planes. Change-Id: Ia7c16cfa5498de106774ce42cbc4716e9f43195b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139612 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1349: Add support for QASYMM8 LOGISTIC activation in CLActivationLayerMichele Di Giorgio
Change-Id: Ibabce61cf5427de80078a6468023bed05f5e7c2c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139006 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1337 Implementing Winograd Convolution Layer 1x3 and 3x1 kernels on ↵Giorgio Arena
OpenCL NHWC Change-Id: Ia07e0dfcbcd07366c4bcb956e298369fb12a0369 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138759 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed QS32 references Change-Id: Ic7df02c08ae7aa1b7dcae15bdda113321af851b8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138703 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1363: Handle null bias pointer in DirectConvolutionOutputStageKernelAnthony Barbier
Change-Id: I412db69f31811fe4a7d262a0f146ef545731fc02 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138500 Reviewed-by: Aron Virginas-Tar <aron.virginas-tar@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1350: (Nightly) Fix GEMMConvolutionLayer FP32/FP16 CL failingGeorgios Pinitas
Change-Id: I8e8dee355bbf708cc3abb22de867f848a22dccd6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138022 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1325 Add data layout suffix to the config_id on OpenCL kernelsGiorgio Arena
Change-Id: I78d7b4a53fe6525cc19fd49c5d555a4334e6de3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137903 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-811 Add NHWC data format support for CL depthwise convolutionGiorgio Arena
Change-Id: I574f7945f0be009c638d860028bce8b52b4120fd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136484 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1201 - Implementing Winograd Convolution Layer 1x3 and 3x1 kernels ↵Gian Marco Iodice
on OpenCL Change-Id: I39667bab49daa4da009694163274a59fd3574c73 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137595 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1336: Add CLArithmeticAddition support for QASYMM8Michele Di Giorgio
Change-Id: Ice2bb644841fdea4e776872ff5481eb927e66bd1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137714 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-809: Add NHWC data format on CLGEMMConvolutionLayer.Georgios Pinitas
Change-Id: I50e4f5e7d47e21c300f754bee2c216863075b5cf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136191 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1204 Add NHWC data format support to Winograd input transform 4x4_5x5Giorgio Arena
Change-Id: I3dffdd1772b78db27a4374f074a24a15a9552189 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134859 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1294: (Nightly) Fix Im2Col mismatchesGeorgios Pinitas
Changes input_access to StaticWindow to manually add the bottom padding that is not taken into account through RectangleAccess. Change-Id: Id39223eaff08688c9ade37973023959faa6b42a6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136566 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1204 Add NHWC data format support to Winograd filter transform 4x4_5x5Giorgio Arena
Change-Id: I09adb8493fd2c438871c3d734cadf4b950c24d25 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134822 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
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