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2018-11-02COMPMID-1188 - Fixed CLGEMMConvolutionLayer/NEGEMMConvolutionLayer for NHWCGian Marco Iodice
We skipped im2col also without unit strides Change-Id: I04c63a6dda8553b3890e832a56ff6854349c829a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142520 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1439: Fix invalidation of iterator while iteratingGeorgios Pinitas
Change-Id: I0d253e6047216cfbd57dc807881c2b24d82c47f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142357 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1445: Fixed NEON GEMM assembly dispatch for QASYMM8Anthony Barbier
Change-Id: I2d20cd3c5f83a9ba4e0de6659b255337877d5bbc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142252 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1437: (Nightly) OCLGrind failures in CLDepthwiseConvolution QA8 nhwcGeorgios Pinitas
Change-Id: I2c1e69b4654e928d8e7e9071258194f258bb6935 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142368 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1359: (Nightly) CLCannyEdge failuresMichele Di Giorgio
Change-Id: I0fa02b8cc9289cfc4c89bea3f2041db938204948 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142232 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Expose FullyConnectedLayer info metadata at graph levelGeorgios Pinitas
Change-Id: I7670f79209a1e4439d57e05c1f5c576f600971cb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142299 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1188 - Fixed get_convolution_method in CLConvolutionLayerGian Marco Iodice
Change-Id: I0c155d0d8a56fc6610dc2476e669456c7d2cc87b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142068 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1290 - Update CLTuner documentationGian Marco Iodice
Change-Id: Ief1b6df40623c9f304093cf1f188c86454da3f9c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141965 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1440: Access original B in gemm assembly when not pretransposed.Georgios Pinitas
Change-Id: I5f2c198f7ac4d8996180e204e763ab53f5e7ea3d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142153 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Matteo Martincigh <matteo.martincigh@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1188: Add quantization info support in graph FC layer.Georgios Pinitas
Change-Id: Ie9a6a896da142198243139fb9f8be0f83b87ccce Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142130 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1434: Fix NEWinograd for NHWC and sub-tensorsGeorgios Pinitas
Apply offsets and strides to winograd transform functions in NEON. Change-Id: Ia4f44d22244203a5f9d93d2fed73570396b0d28c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141803 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1431 Use either arm_dot or arm_dot_acc for CLGEMMLowp based on what ↵Giorgio Arena
is supported Change-Id: I4c5121e0f000d5ee94a8c8c5326272806f643e35 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141520 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1429: NEGEMMNativeWrapperKernel fails when ran for WinogradGeorgios Pinitas
Change-Id: Ief9b717fe2bcf626660109ec491f8882d0ef06d7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141658 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-1188: Remove FP16 capabilities check form NEReshapeLayer.Georgios Pinitas
Change-Id: I2dde22f70b5aa27be983cf6b6ee1d1926653aa99 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141510 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1386: Add FC convert weights on NEONGeorgios Pinitas
Change-Id: I7a3c6db9285e3899494f496b2562d80cec1b6521 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141407 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1401 Implement NEFullyConnectedLayer for QASYMM8Giorgio Arena
Change-Id: I0404df6d369855e2f458f2db8f26e81c80a1ee87 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140148 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1347: Simplified CPUInfo enumAnthony Barbier
Change-Id: I563a885c9e78af746d74fc0a70d9bfcbf9c1ac1b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141104 Reviewed-by: David Mansell <david.mansell@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1419: Make NEGEMMAssemblyDispatch dynamically typed instead of templatedAnthony Barbier
This makes it easier to integrate in GEMMLowpMatrixMultiplyCore Change-Id: Ibf80803f016a2e6a24d943ffafb50b48f04ec545 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140868 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1405: Create our own gemm_native kernel / function.Anthony Barbier
Change-Id: Ie0a80bd6b4eb5632cac63ccf54bcb07d4309da19 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140305 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-1347: Fixed fallback CPUInfo populate function and added latest CPUsAnthony Barbier
Added IDs for A35/A75r0/A75r1/A76 Fixed variant encoding in midr Update dot / fp16 support based on CPUInfo models detected Change-Id: I308a453a4085fa192a92cf98db72c9dff749bb7d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140833 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1364: Add support for NHWC in NEDepthConcatenateLayerGeorgios Pinitas
Change-Id: I4f8e46d1c79afa9284f2c6dc00383c453a8e7bd5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140165 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1417: (Nightly) OCLGrind failures in winograd_output_transform_nhwcGeorgios Pinitas
Change-Id: Ie9545c672c771cf36b729f494c48c065dd0396e6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140962 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1412; (Nightly) OCLGrind failures in input_transform CL NHWCGeorgios Pinitas
Change-Id: I14d19be90b6c56f2259a2c94fd793829cfb55328 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140538 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1357: Stop passing around raw pointers in NEWinogradConvolutionAnthony Barbier
First step to allow us to enable the memory manager in this function Change-Id: Ic42fdac4c74cd21973c71130b59883e4a87d3dca Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140167 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1357: Port NEWinogradConvolution to use NEGEMMAssemblyDispatchAnthony Barbier
Change-Id: I9a6a1ebf3956b2b5747027f659cb326b86335f50 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140155 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1411 (Nightly) CLWinograd 5x5 mismatchesGiorgio Arena
Change-Id: I1ed50c2593338c9204d4051b3bb7e90158c94681 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140398 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-1188: Fixes LSTM IO dimension requirements.Georgios Pinitas
Change-Id: Iee92ccce6422368c19173174e6f58e7aada12233 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140143 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1400: Add command line option to specify the tuner's config fileAnthony Barbier
Change-Id: Ib597e0dff4c8c01f7e6bd46d03824beef4bc1e9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139923 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1271 Avoid memory leak in list of gemm methodsAnthony Barbier
Change-Id: I80764d09bf5fb87b3a98bc0e1803d25c6c682c1f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139859 Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1373 Enable tests for CLWinogradConvolutionLayer for NHWCGiorgio Arena
Change-Id: I2c6a744f174cfb6c78a9923b737f06537debaa0d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139758 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1399: In ITensor::copy_from, line_size contains twice num_channelsAnthony Barbier
element_size = data_type_size * num_channels line_size = element_size * dimension[0] * num_channels Change-Id: I72dd2ed7ee1f461f86232955c11e002a706cc89a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139833 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1381: Fix nightly build failure on armv7Anthony Barbier
Change-Id: Ic8e238a03361c04cc0b9daada81d63e5e423d2b8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139825 Reviewed-by: Pablo Tello <pablo.tello@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-1381: Cleaned up the AssemblyHelper interfaceAnthony Barbier
Introduced a new IFunction for when we'll fork the arm_gemm functions Increased encapsulation and abstraction of which method is used Change-Id: I5fd8b14b5c77e7f8ecb09029b5e2eccd10dbdcf4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139108 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-1388: Change default CLTuner to the one for the detected GPUGeorgios Pinitas
Sets a default tuner for the detected target if no tuner is specified in default_init() Change-Id: I27f1b9bbc0df91c1940315c6cc9042720cd1d3fe Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139630 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-1310: Create graph validation executables.Georgios Pinitas
Change-Id: I9e0b57b1b83fe5a95777cdaeddba6ecef650bafc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138697 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
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