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| 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 /utils | |
| 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 'utils')
| -rw-r--r-- | utils/TypePrinter.h | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/utils/TypePrinter.h b/utils/TypePrinter.h index 515e568657..9f20b38b96 100644 --- a/utils/TypePrinter.h +++ b/utils/TypePrinter.h @@ -40,6 +40,7 @@ #include "arm_compute/core/experimental/PostOps.h" #include "arm_compute/dynamic_fusion/sketch/OperatorAttributes.h" #include "arm_compute/dynamic_fusion/sketch/attributes/CastAttributes.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/ClampAttributes.h" #include "arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h" #include "arm_compute/runtime/CL/CLTunerTypes.h" #include "arm_compute/runtime/CL/CLTypes.h" @@ -3495,6 +3496,34 @@ inline std::string to_string(const experimental::dynamic_fusion::DepthwiseConv2d return str.str(); } +/** Formatted output of the arm_compute::experimental::dynamic_fusion::ClampAttributes type. + * + * @param[out] os Output stream. + * @param[in] clamp_attr arm_compute::experimental::dynamic_fusion::ClampAttributes type to output. + * + * @return Modified output stream. + */ +inline ::std::ostream &operator<<(::std::ostream &os, const experimental::dynamic_fusion::ClampAttributes &clamp_attr) +{ + os << "ClampAttributes=" + << "[" + << "Min value=" << clamp_attr.min_val() << ", " + << "Max value=" << clamp_attr.max_val() << "]"; + return os; +} +/** Formatted output of the arm_compute::experimental::dynamic_fusion::ClampAttributes type. + * + * @param[in] clamp_attr arm_compute::experimental::dynamic_fusion::ClampAttributes type to output. + * + * @return Formatted string. + */ +inline std::string to_string(const experimental::dynamic_fusion::ClampAttributes &clamp_attr) +{ + std::stringstream str; + str << clamp_attr; + return str.str(); +} + } // namespace arm_compute #endif /* __ARM_COMPUTE_TYPE_PRINTER_H__ */ |