diff options
| author | Jakub Sujak <jakub.sujak@arm.com> | 2022-11-25 16:43:18 +0000 |
|---|---|---|
| committer | Jakub Sujak <jakub.sujak@arm.com> | 2022-12-13 09:58:36 +0000 |
| commit | 32741725ac6e6c9658c51ed8585d314a1707ee8c (patch) | |
| tree | a32c508ade253975a892387f7d5eba5e3f02e650 /Android.bp | |
| parent | 5945070e4d73962f6d1e0b9eff2ab7488ee5c787 (diff) | |
| download | ComputeLibrary-32741725ac6e6c9658c51ed8585d314a1707ee8c.tar.gz | |
Add CLAMP operator to Dynamic Fusion interface
Add the CLAMP activation function for GPU backend with generic activation Component and TemplateWriter modules.
CLAMP is internally implemented as LU_BOUNDED_RELU activation function with the alpha and beta variables swapped.
We do NOT consider in-place computation cases in this patch.
* CLAMP operator for GPU backend.
* Activation Component and TemplateWriter for CL backend.
* TemplateWriter generates tiled kernel code.
* Supported data types: F16, F32.
* Validation tests for CLAMP operation.
Resolves: COMPMID-5519
Change-Id: Ieb097d6b1e6a7ed2b882518e88314454efb402f6
Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8762
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'Android.bp')
| -rw-r--r-- | Android.bp | 4 |
1 files changed, 4 insertions, 0 deletions
diff --git a/Android.bp b/Android.bp index 77ca59536b..f4d94f9508 100644 --- a/Android.bp +++ b/Android.bp @@ -589,6 +589,7 @@ cc_library_static { "src/dynamic_fusion/runtime/gpu/cl/ClWorkloadRuntime.cpp", "src/dynamic_fusion/sketch/OperatorAttributes.cpp", "src/dynamic_fusion/sketch/attributes/CastAttributes.cpp", + "src/dynamic_fusion/sketch/attributes/ClampAttributes.cpp", "src/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.cpp", "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.cpp", "src/dynamic_fusion/sketch/gpu/GpuKernelComponentGraph.cpp", @@ -598,6 +599,7 @@ cc_library_static { "src/dynamic_fusion/sketch/gpu/GpuOperatorGroup.cpp", "src/dynamic_fusion/sketch/gpu/GpuWorkloadContext.cpp", "src/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.cpp", + "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentActivation.cpp", "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentCast.cpp", "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.cpp", "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDirectConv2d.cpp", @@ -605,10 +607,12 @@ cc_library_static { "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentStore.cpp", "src/dynamic_fusion/sketch/gpu/operators/GpuAdd.cpp", "src/dynamic_fusion/sketch/gpu/operators/GpuCast.cpp", + "src/dynamic_fusion/sketch/gpu/operators/GpuClamp.cpp", "src/dynamic_fusion/sketch/gpu/operators/GpuConv2d.cpp", "src/dynamic_fusion/sketch/gpu/operators/GpuDepthwiseConv2d.cpp", "src/dynamic_fusion/sketch/gpu/operators/internal/GpuElementwiseBinaryCommon.cpp", "src/dynamic_fusion/sketch/gpu/template_writer/GpuKernelVariableTable.cpp", + "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateActivation.cpp", "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateCast.cpp", "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateDepthwiseConv2d.cpp", "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplateDirectConv2d.cpp", |