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Diffstat (limited to 'arm_compute/graph/nodes/FusedConvolutionWithPostOpNode.h')
-rw-r--r-- | arm_compute/graph/nodes/FusedConvolutionWithPostOpNode.h | 143 |
1 files changed, 143 insertions, 0 deletions
diff --git a/arm_compute/graph/nodes/FusedConvolutionWithPostOpNode.h b/arm_compute/graph/nodes/FusedConvolutionWithPostOpNode.h new file mode 100644 index 0000000000..0bb3d1b7ef --- /dev/null +++ b/arm_compute/graph/nodes/FusedConvolutionWithPostOpNode.h @@ -0,0 +1,143 @@ +/* + * Copyright (c) 2021 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 ARM_COMPUTE_GRAPH_FUSED_CONVOLUTION_WITH_POST_OP_NODE_H +#define ARM_COMPUTE_GRAPH_FUSED_CONVOLUTION_WITH_POST_OP_NODE_H + +#include "arm_compute/graph/INode.h" + +#include <list> + +namespace arm_compute +{ +namespace graph +{ +/** Convolution node */ +class FusedConvolutionWithPostOpNode final : public INode +{ +public: + /** Constructor + * + * @param[in] info Convolution layer attributes + * @param[in] num_groups (Optional) Number of groups (Defaults to 1) + * @param[in] method (Optional) Convolution method to use + * @param[in] fast_math_hint (Optional) Fast math hint + * @param[in] out_quant_info (Optional) Output quantization info + */ + FusedConvolutionWithPostOpNode(PadStrideInfo info, + unsigned int num_groups = 1, + ConvolutionMethod method = ConvolutionMethod::Default, + FastMathHint fast_math_hint = FastMathHint::Disabled, + QuantizationInfo out_quant_info = QuantizationInfo()); + /** Sets the convolution layer method to use + * + * @param[in] method Method to use for convolution + */ + void set_convolution_method(ConvolutionMethod method); + /** Convolution layer method accessor + * + * @note This is an indication on which convolution layer implementation to use, + * if it fails to be created the library's heuristic approach will be used + * + * @return Convolution layer method to be used by the node + */ + ConvolutionMethod convolution_method() const; + /** Sets the fast math fast hint + * + * @param[in] hint Hint to use for convolution + */ + void set_fast_math_hint(FastMathHint hint); + /** Fast math hint accessor + * + * @return Fast math hint to be used by the node + */ + FastMathHint fast_math_hint() const; + /** Post operator info list + * + * @return Post operator info list + */ + const std::list<std::unique_ptr<ConvPostOpInfo>> &post_op_info_list() const; + /** Post operator info list + * + * @return Post operator info list + */ + std::list<std::unique_ptr<ConvPostOpInfo>> &post_op_info_list(); + /** Convolution metadata accessor + * + * @return Convolution information + */ + PadStrideInfo convolution_info() const; + /** Number of groups in convolution accessor + * + * @return Number of groups in convolution + */ + unsigned int num_groups() const; + /** Returns fused activation + * + * @return Fused activation + */ + ActivationLayerInfo fused_activation() const; + /** Sets fused activation + * + * @param[in] fused_activation Fused activation to set + */ + void set_fused_activation(ActivationLayerInfo fused_activation); + /** Sets convolution info + * + * @param[in] info Convolution info to set + */ + void set_convolution_info(PadStrideInfo info); + /** Computes convolution output descriptor + * + * @param[in] input_descriptor Input descriptor + * @param[in] weights_descriptor Weights descriptor + * @param[in] info Convolution operation attributes + * + * @return Output descriptor + */ + static TensorDescriptor compute_output_descriptor(const TensorDescriptor &input_descriptor, + const TensorDescriptor &weights_descriptor, + const PadStrideInfo &info); + + // Inherited overridden methods: + NodeType type() const override; + bool forward_descriptors() override; + TensorDescriptor configure_output(size_t idx) const override; + void accept(INodeVisitor &v) override; + +public: + static constexpr NodeType node_type = NodeType::FusedConvolutionWithPostOp; + +private: + PadStrideInfo _info; + unsigned int _num_groups; + ConvolutionMethod _method; + FastMathHint _fast_math_hint; + QuantizationInfo _out_quant_info; + ActivationLayerInfo _fused_activation; + std::list<std::unique_ptr<ConvPostOpInfo>> _post_op_info_list; +}; +} // namespace graph +} // namespace arm_compute + +#endif /* ARM_COMPUTE_GRAPH_FUSED_CONVOLUTION_WITH_POST_OP_NODE_H */ |