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| author | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-10-09 10:58:35 +0100 |
|---|---|---|
| committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-10-11 10:01:49 +0000 |
| commit | c210c85548c7f627690ed9259622d3ab342fe612 (patch) | |
| tree | 6385edb5083a805bac8ddd83567a1e1dac0715ce /docs | |
| parent | fb9c25d27791d934300581596cce7c5875a79a80 (diff) | |
| download | ComputeLibrary-c210c85548c7f627690ed9259622d3ab342fe612.tar.gz | |
Optimize CL reduction operation
* Batch dimension is added to reduction operation.
- All the dimensions higher than the batch dimension are collapsed
so that the input and output tensors are always 3-4D.
- CL kernel is called once instead of being repeatedly called
to process each sliding window.
Resolves: COMPMID-6443
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Icd99939d52d3bb648f08537e5f52ef27e894061b
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10456
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'docs')
| -rw-r--r-- | docs/user_guide/release_version_and_change_log.dox | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/docs/user_guide/release_version_and_change_log.dox b/docs/user_guide/release_version_and_change_log.dox index d1429b61d7..b2500944ca 100644 --- a/docs/user_guide/release_version_and_change_log.dox +++ b/docs/user_guide/release_version_and_change_log.dox @@ -56,6 +56,7 @@ v23.11 Public major release - Optimize @ref cpu::CpuReshape - Optimize @ref opencl::ClTranspose - Optimize @ref NEStackLayer + - Optimize @ref CLReductionOperation. - Add new OpenCL™ kernels: - @ref opencl::kernels::ClMatMulLowpNativeMMULKernel support for QASYMM8 and QASYMM8_SIGNED, with batch support - Deprecate support for Bfloat16 in @ref cpu::CpuCast. |