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author | Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> | 2023-01-03 10:16:16 +0000 |
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committer | Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> | 2023-01-20 13:11:59 +0000 |
commit | a18d85c6d2c0025938c2dc10e553eb82c01922f2 (patch) | |
tree | e62ce3acdbe065bedba7355cdaba6cf32d7ce20e /src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h | |
parent | 11f7d7ed4aa6293c8ad115374b7bad9bbf5a8ae7 (diff) | |
download | ComputeLibrary-a18d85c6d2c0025938c2dc10e553eb82c01922f2.tar.gz |
Dynamic Fusion Pooling Layer 2d
- Adds Dynamic fusion PoolingLayer2D as Unfusable Operator
- Indices are not supported
- Adds tests for F32/F16 Datatypes
Resolves : [COMPMID-5520]
Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Change-Id: I0d112545eb9209c836bf9ea153069f8627531e0a
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8893
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>
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h')
-rw-r--r-- | src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h | 131 |
1 files changed, 131 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h b/src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h new file mode 100644 index 0000000000..ef1c100f44 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h @@ -0,0 +1,131 @@ +/* + * Copyright (c) 2023 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef SRC_DYNAMIC_FUSION_SKETCH_GPU_TEMPLATE_WRITER_CL_CLTEMPLATEPOOL2D +#define SRC_DYNAMIC_FUSION_SKETCH_GPU_TEMPLATE_WRITER_CL_CLTEMPLATEPOOL2D + +#include "arm_compute/core/experimental/Types.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuPool2d.h" +#include "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.h" +#include "src/dynamic_fusion/sketch/gpu/template_writer/GpuKernelVariableTable.h" +#include "src/dynamic_fusion/sketch/gpu/template_writer/IGpuTemplateComponentWriter.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +class ClTemplatePool2d final : public IGpuTemplateComponentWriter +{ +public: + using Attributes = ClComponentPool2d::Attributes; + using Settings = ClComponentPool2d::Settings; + /** Constructor + * + * @param[in] id Component id + * @param[in] tensors Tensor arguments to the components + * @param[in] attributes Component attributes + * @param[in] settings Component settings + */ + ClTemplatePool2d(ComponentId id, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Prevent instances of this class from being copy constructed */ + ClTemplatePool2d(const ClTemplatePool2d &direct_conv2d) = delete; + + /** Prevent instances of this class from being copied */ + ClTemplatePool2d &operator=(const ClTemplatePool2d &direct_conv2d) = delete; + + /** Allow instances of this class to be move constructed */ + ClTemplatePool2d(ClTemplatePool2d &&direct_conv2d) = default; + + /** Allow instances of this class to be moved */ + ClTemplatePool2d &operator=(ClTemplatePool2d &&direct_conv2d) = default; + + /** Generate kernel component name */ + std::string get_name() const override; + + /** Generate kernel component code template + * + * @param[in] comp_group Component group of which the component is a part of + * + * @return std::string Component code + */ + std::string get_component_code(const ComponentGroup &comp_group) const override; + /** Declare all variables used by the component in the @p vtable + * + * @param[out] vtable Variable table + * @param[in] comp_group Component group of which the component is a part of + */ + void declare_variables(GpuKernelVariableTable &vtable, const ComponentGroup &comp_group) const override; + /** Generate the tag look-up table used to instantiate the component code. + * + * @param[in] vtable Variable table + * @param[in] comp_group Component group of which the component is a part of + * + * @return TagLUT Tag lookup table + */ + TagLUT get_tag_lut(const GpuKernelVariableTable &vtable, const ComponentGroup &comp_group) const override; + /** Generate the build options used in the component + * + * @param[in] comp_group Component group of which the component is a part of + * + * @return CLBuildOptions Build options + */ + CLBuildOptions get_build_options(const ComponentGroup &comp_group) const override; + + /** Generate the component config id string used for tuning */ + std::string get_config_id() const override; + + /** Generate the header list used in the component */ + std::set<std::string> get_headers_list() const override; + + /** Generate the execution window for the component */ + Window get_window() const override; + +private: + /** Generate pooling kernel template code optimized for 2x2 pooling + * + * @return std::String Component code + */ + std::string get_2x2_kernel_code() const; + + /** Generate generalised pooling kernel template code for MxN pooling + * + * @return std::String Component code + */ + std::string get_MxN_kernel_code() const; + + const ITensorInfo *_src; + const ITensorInfo *_dst; + Attributes _attributes; + Settings _settings; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_TEMPLATE_WRITER_CL_CLTEMPLATEPOOL2D */ |