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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>
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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>
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* 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>
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* 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>
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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>
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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>
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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>
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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>
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Signed-off-by: Sheri Zhang <sheri.zhang@arm.com>
Change-Id: I7335ee07f777087e06ca26f762b2b5e3668362ab
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3175
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
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Disable all the nightly MatrixMultiply tests and remove some
large shapes.
Change-Id: Ic7d178ecb4e92fdb0c19ef48727f7ffb2972625a
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2439
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Removed FP16 tests from the new GEMM functions (GEMMNative,
GEMMReshaped and GEMMReshapedOnlyRHS) since not called by CLGEMM
Change-Id: Id52281fc9557d45e29db0a74964d4bdec55d8f46
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1695
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Fuse activation function in:
CLGEMMMatrixMultiplyNativeKernel
CLGEMMMatrixMultiplyReshapedKernel
CLGEMMMatrixMultiplyReshapedOnlyRHSKernel
Change-Id: I033ace2bdc58903594c9f31175e4b23c4b559f6f
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1565
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
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Implementing a new struct to contains the information for the
OpenCL GEMM kernels
Change-Id: I6c641c312f9c3b025a7c69dd0df3b730d2d2c2cb
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1434
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
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Change-Id: I5bfd38c94a6fd18a1cba2104f7e1b04e7bef6ec2
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1359
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Change-Id: I1d1e1f28fe7022309d72900893e8368820ca0f89
Signed-off-by: giuros01 <giuseppe.rossini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1259
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>
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Change-Id: I6b7f7a406fcb8d64adb221a24d7983e11bcb391e
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/846
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
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Change-Id: I364c7ec5a43ad391a73429489802b0e679ee0c6e
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/732
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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