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| author | Gunes Bayir <gunes.bayir@arm.com> | 2024-03-06 09:58:40 +0000 |
|---|---|---|
| committer | Gunes Bayir <gunes.bayir@arm.com> | 2024-03-11 10:02:41 +0000 |
| commit | 9167c9cd1c684218f76a3c0ec97574dd6f381b98 (patch) | |
| tree | 7a9608f1f6861ad164697a0bbdc784be92a8d3e5 /docs | |
| parent | e77736fe4150648d2fd0649cf61c1bade928d69d (diff) | |
| download | ComputeLibrary-9167c9cd1c684218f76a3c0ec97574dd6f381b98.tar.gz | |
Prefer indirect Gemm vs. Direct convolution if supported
Indirect GEMM uses optimized assembly path while Direct Conv uses the fallback Acl kernel for convolution.
In certain cases, where the input tensor is large and filter size is greater than 7 (e.g. 9x9 filters), heuristics fall back to Direct Conv algorithm where it could still prefer the assembly path if the data layout is NHWC. This is more important when SME2 kernels are present.
Resolves: COMPMID-6900
Change-Id: Ia611c975eee0423615113fcaeaa8f9eef0421456
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11254
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Anitha Raj <Anitha.Raj@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 b788957dda..21a5a368ad 100644 --- a/docs/user_guide/release_version_and_change_log.dox +++ b/docs/user_guide/release_version_and_change_log.dox @@ -43,6 +43,7 @@ If there is more than one release in a month then an extra sequential number is v24.04 Public major release - Optimize start-up time of @ref NEConvolutionLayer for some input configurations where GeMM is selected as the convolution algorithm + - Optimize @ref NEConvolutionLayer for input tensor size > 1e7 bytes and weight tensor height > 7 v24.02 Public major release - Replace template writer with compute kernel writer in dynamic fusion. |