diff options
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/components/cl')
| -rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp | 104 | ||||
| -rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.h | 132 |
2 files changed, 236 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp new file mode 100644 index 0000000000..2b01803224 --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp @@ -0,0 +1,104 @@ +/* + * 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. + */ +#include "ClComponentPool2d.h" + +#include "arm_compute/core/Error.h" +#include "arm_compute/core/Validate.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h" +#include "src/core/CL/CLValidate.h" +#include "src/dynamic_fusion/sketch/gpu/template_writer/cl/ClTemplatePool2d.h" +#include "src/dynamic_fusion/utils/Utils.h" +#include <memory> + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +Status ClComponentPool2d::validate( + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings) +{ + ARM_COMPUTE_UNUSED(properties); + const auto src = tensors.get_const_tensor(TensorType::ACL_SRC_0); + const auto dst = tensors.get_const_tensor(TensorType::ACL_DST_0); + + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_ERROR_ON_MSG((attributes.pool_type() != PoolingType::AVG && attributes.pool_type() != PoolingType::MAX), "Unsupported Pooling type"); + + // 1. Check validity + // Check if pooling is valid + ARM_COMPUTE_RETURN_ERROR_ON_MSG(is_pool_region_entirely_outside_input(convert_pool_attr_to_pool_info(attributes, settings.mixed_precision())), + "Pooling region that is entirely outside input tensor is unsupported"); + + // Matching data type + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); + + // Matching data layout + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, dst); + + // All tensor infos are initialized + ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().total_size() == 0); + ARM_COMPUTE_RETURN_ERROR_ON(dst->tensor_shape().total_size() == 0); + + // Device requirements are met + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); + + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(dst->tensor_shape(), + misc::shape_calculator::compute_pool_shape(*src, convert_pool_attr_to_pool_info(attributes, settings.mixed_precision()))); + + // 2. Check support level + // Data type + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src, 1, DataType::F16, DataType::F32); + + // Data layout + ARM_COMPUTE_RETURN_ERROR_ON_DATA_LAYOUT_NOT_IN(src, DataLayout::NHWC); + + return Status{}; +} + +ClComponentPool2d::ClComponentPool2d( + ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings) + : IGpuKernelComponent{ id, properties, tensors }, + _component_writer{ std::make_unique<ClTemplatePool2d>(id, tensors, attributes, settings) } +{ +} +ClComponentPool2d::~ClComponentPool2d() +{ +} +const IGpuTemplateComponentWriter *ClComponentPool2d::template_writer() const +{ + return _component_writer.get(); +} +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.h new file mode 100644 index 0000000000..896048e27a --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.h @@ -0,0 +1,132 @@ +/* + * 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_COMPONENTS_CL_CLCOMPONENTPOOL2D +#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTPOOL2D + +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuPool2d.h" +#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" + +namespace arm_compute +{ +/** Forward declaration */ +class ITensorInfo; +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +template <typename T> +class ArgumentPack; +class Pool2dAttributes; + +/** Forward declaration */ +class ClTemplatePool2d; + +class ClComponentPool2d final : public IGpuKernelComponent +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what a component does */ + using Attributes = Pool2dAttributes; + /** Settings are a set of backend-specific parameters that influence the implementation of a component */ + using Settings = GpuPool2dSettings; + +public: + /** Validate the component + * + * @param[in] properties Component properties + * @param[in,out] tensors Tensor arguments to the component + * @param[in] attributes Component attributes + * @param[in] settings Component settings + * + * @return Status Validation results + * + * Tensor argument names: + * - ACL_SRC_0: Input + * - ACL_DST_0: Output + * + * Tensor argument constness: + * - ACL_SRC_0: Const + * - ACL_DST_0: Const + * + * Valid data layouts: + * - NHWC + * + * Valid data type configurations: + * |ACL_SRC_0 |ACL_DST_0 | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + */ + static Status validate( + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Constructor + * + * @param[in] id Unique Component Identifier within a workload + * @param[in] properties Component properties + * @param[in,out] tensors Tensor arguments to the component + * @param[in] attributes Component attributes + * @param[in] settings Component settings + */ + ClComponentPool2d( + ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Destructor */ + ~ClComponentPool2d() override; + + /** Prevent instances of this class from being copy constructed */ + ClComponentPool2d(const ClComponentPool2d &component) = delete; + + /** Prevent instances of this class from being copied */ + ClComponentPool2d &operator=(const ClComponentPool2d &component) = delete; + + /** Allow instances of this class to be move constructed */ + ClComponentPool2d(ClComponentPool2d &&component) = default; + + /** Allow instances of this class to be moved */ + ClComponentPool2d &operator=(ClComponentPool2d &&component) = default; + + /** Get template writer for the component */ + const IGpuTemplateComponentWriter *template_writer() const override; + + /** Get component type */ + GpuComponentType type() const override + { + return GpuComponentType::Unfusable; + } + +private: + std::unique_ptr<ClTemplatePool2d> _component_writer; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTPOOL2D */ |