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SME2 kernels use a different accumulation buffer and destination tensor is not copied to this buffer as initial value, thus causing mismatches. This patch modifies the kernel selection algorithm such that it does not select SME2 kernels if accumulation is required.
Resolves: COMPMID-6995
Change-Id: I82da3cba41729f938a046f26b41b63ff5716c02d
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11500
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Signed-off-by: Sunita Nadampalli <nadampal@amazon.com>
Change-Id: I21eca31d97d6e2ca8279adb9db65f11540e72689
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11396
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
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- Add support for QASYMM_SIGNED*QASYMM8_SIGNED->F32 in
CpuGemmLowpMatrixMultiplyCore
- Add s8f32 kernel using existing s8->s32 kernels with a new
DequantizeFloat OutputStage, the structure is similar to Requantize32
but the opposite way around.
- Add SME s8f32 kernels with integrated support for DequantizeFloat.
- Add scale to CpuGemmLowpOffsetContributionKernel.
- Add virtual dequantize scale to gemm_common, only implemented for
gemm_interleaved.
- Update year to 2024 in generate_build_files.
- Add dynamic flag to QuantizationInfo which signals to operators that
it can change after configuration
- Add support for dynamic quantization in NEGEMMLowpMatrixMultiplyCore
- Add dynamic quantization fixture by extending
GEMMLowpGenericMatrixMultiplyCoreValidationFixture
- Add GEMMLowpDequantizedMatrixMultiplyValidationFixture
- Store k (number of cols of A) rather than k_offset in the offset
contribution kernels so that we can recompute it when the other
offsets change
relates to: ONCPUML-1444 MLINFSW-439
Co-authored-by: Milos Puzovic <Milos.Puzovic@arm.com>
Co-authored-by: David Mansell <David.Mansell@arm.com>
Change-Id: I58a3acf2c09289a303e52eea6b336a696a5bc8da
Signed-off-by: Jonathan Deakin <jonathan.deakin@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11022
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Instead of dispatching the sum postop for GEMM kernels to a
separate kernel + add, that requires an extra destination sized
allocation, plus 3 extra load/stores per element,
just do it in the GEMM kernel.
Resolves: ONCPUML-1442
Signed-off-by: Radu Salavat <radu.salavat@arm.com>
Co-authored-by: Milos Puzovic <milos.puzovic@arm.com>
Change-Id: I7a1f2da3300875fa1ac88b705a34390969518077
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11298
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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of 6 for accumulation and updated heuristics
Change-Id: Ib52ea6825e164f4a8b8422eab7991b50af0b0d7c
Signed-off-by: Milos Puzovic <milos.puzovic@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11354
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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PyTorch® autocast() function
The full range of tests must be added with [MLINFSW-482] epic due to the lack of reordering kernels implemented in Acl.
Co-Authored-By: David Mansell <David.Mansell@arm.com>
Change-Id: I820d316295a1ec94fdc89c37e4144a268f914c36
Signed-off-by: Renato Arantes <renato.arantes@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11169
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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arm_gemm fuses the actual bias addition with the output stage in quantized gemm.
The output stage, in its very basic form, is:
A_offset * B_offset - sum(A_row_i) * B_offset - sum(B_col_j) * A_offset
Matrix B is usually constant (e.g. weight matrix in convolutions). Therefore, except the middle term above, the expression is constant across the same output row because the column sums of matrix B are pre-calculated.
The bias is also usually constant. When it is, it makes sense to add the bias vector to the above sum and just perform a single addition on top of the output tensor.
For this to happen, the column sum computation of B tensor must account for the bias. This is ensured by set_quantized_bias() method in the interface. This function passes the bias pointer and strides to arm_gemm.
Gemv_pretransposed does not implement set_quantized_bias() and uses the parent function, which does nothing. Therefore, the bias is not added to the output. This causes tests to fail.
Resolves: COMPMID-6928
Change-Id: Iba24fabc65fdc47edb12db6abff2fb47784c0743
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11310
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
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Resolves: COMPMID-6927
Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: Ib426fdc11ddbdbd0028d64547f3eaf312ca5fcce
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11301
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
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* Resolves COMPMID-6931
Change-Id: I3ed0c509807e26bddfcd20be71b12ec4cbb5cce6
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11277
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* Resolves MLCE-1219
Change-Id: If997180ec88c35d6af05a06c8c5ef95681e67c05
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11182
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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include of alloca.h should be guarded against _WIN64 and __OpenBSD__
Partially Resolves: COMPMID-6595
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I6a52ec129d92e290d033f75baeb4a598669daae0
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11180
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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This patch fuses the transposition taking place in Acl with the transformations done in arm_gemm (called pretranspose_b_array) if the underlying kernel and transform supports it. This should improve start-up time (as it's for constant Rhs matrices) and memory footprint. The transformations in arm_gemm are kernel specific. The Rhs matrix is transformed into certain layouts to improve the performance.
Resolves: COMPMID-6595
Change-Id: Id2932dd966e59f903c279417bebcea83d9a42464
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11144
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* cl-clang is used to build ACL natively in WoA
* Resolves MLCE-1209
Change-Id: I040e84f526f16324138a074badf764ac099090e3
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11126
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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This patch also fixes a bug where the split dimension was wrong in
CpuDepthwiseConv2dAssemblyDispatch::run. It was set to DimY, which is
cols, but it should have been DimZ. This was rarely an issue in practice
because typically the number of cols are greater than the number of
threads anyway.
Relates to: ONCPUML-1443
Co-authored-by: Milos Puzovic <Milos.Puzovic@arm.com>
Change-Id: Ifed2fce22ddeb7cd77e6a6ae1083694427f91e04
Signed-off-by: Jonathan Deakin <jonathan.deakin@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11083
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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kernels.
Change-Id: I81b71ecc0d2e776d132091e074798a79b3141bec
Signed-off-by: David Mansell <David.Mansell@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11085
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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The code in convolver.hpp generates pointers into either the
appropriate point in the input activation tensor or the padding buffer
for each kernel point of each output point of the convolution. This is
done at runtime interspersed with the data transform and matrix
multiplication steps. As such, it can have a significant impact on
performance, particularly for low input channel counts.
This change improves the performance of this code by streamlining the
checks for out of range input points (which must be directed to the
padding buffer). The previous implementation checked all four borders
for every point. The revised code does the checks one at a time, and
for any failing check applies the result to as many output points as
possible without repeating the other checks.
Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: I36a4fa114b425c1bcba2be40acf36718522519f5
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11004
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
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The reorders supported at the moment are:
ab->BA4b4a
ab->BA8b4a
Co-Authored-By: David Mansell <David.Mansell@arm.com>
Change-Id: Ic466465629ce3bcdcee0089e251485b79b60e1f3
Signed-off-by: Renato Arantes <renato.arantes@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10775
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6622
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Ibac276618bdda125dcbb9c851c547f12739b15b4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10749
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* Moved NCHW kernels fp16 and fp32 to their corresponding files
src/cpu/kernels/fuse_batch_normalization/nchw/neon/fp16.cpp and
src/cpu/kernels/fuse_batch_normalization/nchw/neon/fp32.cpp
* Changes in filelist.json to include the new fp16 and fp32 files
* Moved the template batch_normalization_nchw to impl.h as we
need to instantiate it from fp16.cpp and fp32.cpp
* Pooling layer: removed the guard __ARM_FEATURE_FP16_VECTOR_ARITHMETIC that
prevented the FP16 kernel execution.
* Partially resolves MLCE-1102
Change-Id: Ia8c85e9ffb76c9e387f9ae2685e5df5e52c8dc27
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10777
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* Moved the template arm_compute::normalize_float to impl.h because
we need to instantiate it from both NENormalizationLayerKernel.cpp
and src/cpu/kernels/norm_layer/generic/neon/fp16.cpp
* Changes in filelist.json: added a new fp16.cpp file for the float16_t kernels
* Replaced the guard __ARM_FEATURE_FP16_VECTOR_ARITHMETIC in
NENormalizationLayerKernel by ARM_COMPUTE_ENABLE_FP16 so that
the fp16 kernels can be compiled in for multi_isa builds
* Moved fp32 kernels to the corresponding file
src/cpu/kernels/norm_layer/generic/neon/fp32.cpp
* Partially resolves MLCE-1102
Change-Id: I3f2eb2ed0b6c7f68092b17872b85082fbb5f39e2
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10739
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Change-Id: Ie68b0a19040cc6b5bf47fca406989f39aa8d7b81
Signed-off-by: David Mansell <David.Mansell@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10687
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: If02f7809f9b6e84979121698c5e7a62cbb41e2c3
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10487
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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This reverts commit aeced744b854758768243833bcdf999c0c3c1a5b.
Reason for revert: Incorrect SME architecture checks.
Change-Id: I23fe78178041a544a8791a4655bf6fe4aa375e38
Signed-off-by: David Mansell <David.Mansell@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10501
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Change-Id: I1f73819c25c66e4d13198e9c79755808d92b343d
Signed-off-by: David Mansell <David.Mansell@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10466
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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"2D" threading mode was not setting the result pointer correctly for
SME2 kernels with K blocking - for non-final blocks the result
pointer should be NULL so that the intermediate results get written
in the accumulator buffer by the kernel.
Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: Idefa538e190a086e1e44a91998ab7e949e3989e4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10342
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Partially resolves: ONCPUML-1251
Reorders of block size 8 are only available when SVE is enabled. This
fixes an issue with these reorders being checked even when SVE is not enabled.
Signed-off-by: David Svantesson <david.svantesson@arm.com>
Change-Id: I287763a547d2ab303c3f8ce10164178b680e551e
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10464
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Optimize the stack operation in Cpu by leveraging block memcpy.
Resolves: COMPMID-6498
Change-Id: I49d79d179f0375a73d654edd59fb33072112569b
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10451
Reviewed-by: SiCong Li <sicong.li@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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- Fix the reference axis vector to be the right size.
- Update typos in the error messages.
Resolves COMPMID-6574
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Change-Id: I9572365b8173b92d0fffd557e4db261b2969109c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10423
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
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Code is formatted as per a revised clang format configuration
file(not part of this delivery). Version 14.0.6 is used.
Exclusion List:
- files with .cl extension
- files that are not strictly C/C++ (e.g. Android.bp, Sconscript ...)
And the following directories
- compute_kernel_writer/validation/
- tests/
- include/
- src/core/NEON/kernels/convolution/
- src/core/NEON/kernels/arm_gemm/
- src/core/NEON/kernels/arm_conv/
- data/
There will be a follow up for formatting of .cl files and the
files under tests/ and compute_kernel_writer/validation/.
Signed-off-by: Felix Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
Change-Id: Ib7eb1fcf4e7537b9feaefcfc15098a804a3fde0a
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10391
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
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- Add support for negative axis values.
- Add option to use opposite ACL convention for dimension addressing.
- Add validation tests for the mentioned additions.
Resolves COMPMID-6497
Change-Id: I9174b201c3adc070766cc6cffcbe4ec1fe5ec1c3
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10335
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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This patch fixes some include dependencies in certain files that caused build failures in https://review.mlplatform.org/c/ml/ComputeLibrary/+/10287.
It also circumvents some clang-format glitches.
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I8e9d3307edd2d1afd17c685c9bc9429624130e5a
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10313
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: <felixjohnny.thomasmathibalan@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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Inline assembler blocks attempting to bind 8 integer
registers don't compile in certain configurations (notably GCC 13.2 debug
builds with -O0 -g). Fix this by splitting the offending block into two
separate parts (straightforward as there is no flow control in the block).
Fixes: COMPMID-6532
Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: I80e9a10e6a91574176d50e63c45fab055aefa659
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10197
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Emanuele Rocca <ema@linux.it>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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- Following CpuReshapeKernel Optimizations, update the CpuGemmConv2D and CpuFlatten
to use CpuReshape operator instead of CpuReshapeKernel
- Minor changes to comment in NEReorgLayerKernel.h
Resolves COMPMID-6504
Signed-off-by: Anitha Raj <anitha.raj@arm.com>
Change-Id: Ib6ee1fdc313d91249f9fe41c81e73324031c1ff4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10186
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Signed-off-by: David Mansell <David.Mansell@arm.com>
Change-Id: I359ed0703f4036e017b34b622f76b630cefac973
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10183
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6495
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I916829222a6211fa096a833a2afc5fab5eb34ea4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10143
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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* Some symbols have been moved from core/Types.h. This patch retains
back compatibility so that the user can still include this header
for those symbols
* A new header core/CoreTypes.h is created to avoid circular dependency.
This header includes essential small types that are used across
functions
* Move all function info types into function_info folder for easier
tracking
Resolves COMPMID-6330
Related to https://review.mlplatform.org/c/ml/ComputeLibrary/+/9757
Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I4739175c2d4d184a9bc8e28b881b497fab03ca60
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9979
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Makes a small difference to compile times and opens up other opportunities
to simplify code.
Change-Id: I232876910bbe4fa9719f4a0ce4a54c090faeb5ef
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/532429
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9856
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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with fp16 and quantized types
Resolves: COMPMID-6337
Change-Id: I81542e51c9c0329f202ac8452f173b138e51a0f6
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9883
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6337
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Change-Id: Id8e9b39e55ab3e13beda720e24ba9ea7e6f97762
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9868
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6337
Change-Id: Ie9097b3f56e8071426c621386a5988bd7f7e8ef2
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9852
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6312
Signed-off-by: ramy.elgammal@arm.com <ramy.elgammal@arm.com>
Change-Id: I9f68ccd2edb8c4d03fec19e6b9c29609d4833342
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9806
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Move some maths-related things from Utils.h to new Math.h header in utils/math.
Move some routines used for Tensor shape validation to Validate.h
Change-Id: I8ce89fe03ec3ae1b61d1a80c282b8b91eea0cfb3
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/524783
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9743
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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Split some of the larger types with inlined code into their own
header files, so that the implementation of them needn't be included
everywhere.
Change-Id: Id3ec2d42efbd33cedb55705a5a24e1b90c8b7a01
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/524782
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9757
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* Removed the BF16 code related to the linker error for armv7a
* Resolves COMPMID-6288
Change-Id: I2dcedf5c0ba684f8e31865985899bf00b9390c9e
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9736
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: <michael.tyler@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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Resolves COMPMID-6291
Change-Id: Ibe5da8cfcf6d7fd994ddf7759efd0e773accdeb2
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9731
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Resolves COMPMID-6023
Change-Id: I868975d14c4f98af6716726feda22405a6a4c891
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9686
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Resolves COMPMID-6151
Signed-off-by: David Svantesson <david.svantesson@arm.com>
Change-Id: I0e8c957f3460633c32ef57be0cdc44a53b8c3e88
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9553
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Updates a64_transpose_interleave_16 transform, syncing with current
version in gemm-linux. These fixes ensure that zero padding is done on out of range columns.
Partially resolves ONCPUML-1232
Signed-off-by: David Svantesson <david.svantesson@arm.com>
Change-Id: Ic2d30b622e4a3b0099d6f07037336a2aaaa64e13
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9550
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Adds Reorder kernel exposing blocking reorders from arm_gemm
Resolves ONCPUML-1232
Change-Id: I42bf4166311fe1771565134d3ed7039fc8e30230
Signed-off-by: David Svantesson <david.svantesson@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9500
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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* If the index is out-of-bound, both CPU and GPU implementations
of the gather layer will output 0.
Resolves: COMPMID-5964
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Ib029b3acfb31452f2097c8c75448fb2697cfa332
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9487
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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