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Change-Id: If9385e6bcbf2242b973f42d6979b16ebc39f2cb4
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136159
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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Added NHWC to the dataset to the validation tests
Fixed a problem in the output transform which made the Activation to fail
because way/ordering the output transform wrote the data to the output tensor.
Change-Id: I9609f86605dbfef70b47a0fb043287bf0e5d675b
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136015
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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https://confluence.arm.com/display/MLENG/Winograd+Input+Transform%3A+NCHW+vs+NHWC+on+OpenCL
Change-Id: Iac35a54389266701b7d8f5434a7a37df85b7b187
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133315
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I8c4823a0d909e19e9ef548f00b9ae98c66de61dd
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123569
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I2e3f725ef5ed1454755086b9640ab84a81f4d40e
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135170
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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- part1
In this first part we reworked the configuration of the kernels as before we
passed the raw pointer to the buffer within the configuration of the function
Change-Id: I83d3cb64c562303093c7f0ae52395ecd080a5d52
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133560
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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Check if the depth is multiple of tile size for NHWC if not write to
dummy padding.
Change-Id: Ie854dcbc75aa94bd1686f7769a009dd2654fdfed
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135055
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I0e437a43d3ae0fb7d0e425e8cb8bb56314604297
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135659
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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And extended tests coverage adding kernel shapes 3x1, 1x5 and 7x7
Change-Id: Ia7c1d4da2368d5f5fbc1a41187f4ac1aca5f150f
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127727
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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CLDepthwiseConvolution3x3NCHW
Change-Id: Ib2526f18bf303afd498ff85ca18c8df876f545ed
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134546
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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Change-Id: Ifd125fcb5451dbac3c28b15a9471048a74fee0ad
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128987
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: Iaabb1153c2abe0400ec79d51a21347debe92d642
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134062
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I762a3c9add2e26b850f388a78a16861abb2bf0f9
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134553
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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https://confluence.arm.com/display/MLENG/Winograd+Output+Transform%3A+NCHW+vs+NHWC+on+OpenCL
Change-Id: I6995f5cef759ba70ebd96d545b952041b6f1f36e
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128729
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Mismatches caused by the CL kernel computing the green value in
a different way than in NEON and C++.
Luminance values must be added after multiplying the input
UV values with the coefficients and not before.
Change-Id: I359573a98cf12f3be5c3437c28822175a5703dbb
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134158
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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configuring window
Now max padding is equal to 15 instead of 127. If input width is less
than 128 we decrease the number of threads in the WG.
Change-Id: I5ff0b6fd8cb46143ba49e745ec9ad01f691bdd80
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134152
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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Change-Id: I03d6c6db13bcb565f117725bdab2b68c89a49e21
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122185
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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Change-Id: Ie218447c4f3f94a37b5dd2d3b33488c7f5869adf
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128520
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I013d57f6e2becbd6d2d7700ce5fbbeca670443c4
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133735
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
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Change-Id: Ic5f197463f962bac4b23663bcef7ac744be6fc2a
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114250
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Added
* Compile time switches for kernels using FP16 extensions
* Validation for support of atomics extension
Change-Id: Ia88e601db054ff35f1508988b5e322bd27511ac5
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133216
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I507b04680a4e88426b682bd0be03bccb560ec78d
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132589
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I791855edf6f821381ecb8ff0652fb14a5810d9d7
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131912
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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(part 1)
- Image to MultiImage will be in part 2
Change-Id: Id2f22c39fb41a78a360d20d2c3bdecd57cdfd152
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128321
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I717ec4d0e483966c5de0148206b9eaabe81b9179
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132417
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: Ic82ca002220fa31d8618a55084ff1dfc2585bea7
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131944
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Improve the native GEMM so it can cope with any value for M. Also
change the selection code so that the native GEMM is selected if M is
small and nmulti is large - Winograd needs GEMMs like this and they
don't thread properly with the blocked GEMM.
(also rename gemm_batched.hpp back to gemv_batched.hpp)
Change-Id: I736c33373ada562cbc0c00540520a58103faa9d5
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131739
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I1e0fd08f1053678cec696f20fd2f3a68dd5f1deb
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131423
Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: Ice620385ce787b568b38fcbdddc94ef385396141
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131355
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I1ea4db4e1ba37a736445ba991eeb08c247a6a61e
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131393
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I5004c79ac7b10f988f25e14847f1ea2be01629da
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131143
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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The default templated merge, and the specialised S8 12x8 merge, were
using alpha and beta the wrong way round. Fixed.
Change-Id: Ie559b665edf1eb012e8cb54ea0bca31612bcc072
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131309
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I22fe80393ec70e4501a4f9f9cad14014029d035d
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129134
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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Remove redudant code left over from validation method refactoring.
Update output shapes in CL/ReductionOperation Validate test suite.
Change-Id: Ica846dd7f65380fa21708472e10b5bc609a32027
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131207
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I40faba421281b1cf080fa6a825d04a4366cdaeb0
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130700
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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winograd conv.
Change-Id: Ibd2f2c6680b647a066255ea77d4a2a172ef76aa3
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130418
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I54e58cb0b0cdd90bbb8dc2be4f06b76af88dc26d
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131054
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
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Change-Id: I0cfea24884066412c2f13d9acdb72ddbccac7545
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130407
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I6767a147e532d944d4e8dac3a235ef9af70964d7
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131056
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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Invalid boundary checks.
Change-Id: I9c346dc15d2080f710b283364e83831fa3466941
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131029
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Updates bias padding in NHWC path.
Change-Id: Ie986eaa91ad358ec1a3fe1f7b493fb2e93a40809
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131027
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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-Multiple definitions of COLS_MTX_B in gemm.cl one for FP32 and one for
FP16.
-GEMMTranspose1xWKernel invalid check fro small window sizes.
Change-Id: I9c7ddd3577aec9afc702731ca27a1e10d6eddb81
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131023
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: Ibf5c624a5c5482faa42eb02bc8abe9ae0d65b0d1
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130608
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Adds padding to mean/var/beta/gamma as in nhwc their process step is not
1.
Change-Id: Ibd2de58fa2e6b8a8eb2414496cc19371bfa40571
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130894
Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I56ce46de03287f5f02203b8f0e2ca946f3df2df2
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127163
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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This patch moves some of the helper functions in CLHelpers.[h,cpp] to
GPUTarget.[h,cpp] in order to make them avaialable to both CL and GLES backends.
Change-Id: Ib89b05a2084b73eb643b32fac13b8367cc80b6a5
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128988
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: I452a718a60b81da51cd3e98641fd99c86c4debab
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129451
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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layer from NHWC to NCHW and viceversa
Change-Id: If77ffeb92b6eb883e5d2d2c97c2c4d1d23d17c8d
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129257
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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Change-Id: Iece5bd6478b5fac5164abff30c1e63e8a77291a9
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130374
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
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Change-Id: I2a7b49a12da7f3bc3f04749243b1dc111160de6e
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129348
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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