wehub-resource-sync
97 lines
2.3 KiB
C++
97 lines
2.3 KiB
C++
/* Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#pragma once
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#include "paddle/fluid/framework/ir/fuse_pass_base.h"
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namespace paddle {
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namespace framework {
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namespace ir {
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// input_x input_y, input_x and input_y are both (n,h*w,c)
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// | |
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// elementwise_add (n,h*w,c)
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// |
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// reshape (n,h, w,c)
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// |
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// transpose ((n,c,h,w))
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// |
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//
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// fuse ->
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//
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// |
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// elementwiseadd_transpose
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// |
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class Graph;
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class ElementwiseAddTransposeFusePass : public FusePassBase {
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public:
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ElementwiseAddTransposeFusePass() {
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AddOpCompat(OpCompat("elementwise_add"))
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.AddInput("X")
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.IsTensor()
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.End()
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.AddInput("Y")
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.IsTensor()
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.End()
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.AddOutput("Out")
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.IsTensor()
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.End()
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.AddAttr("axis")
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.IsIntIn({-1})
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.End();
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AddOpCompat(OpCompat("reshape2"))
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.AddInput("X")
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.IsTensor()
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.End()
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.AddInput("ShapeTensor")
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.IsOptional()
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.End()
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.AddOutput("Out")
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.IsTensor()
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.End()
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.AddOutput("XShape")
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.IsOptional()
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.IsTensor()
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.End()
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.AddAttr("shape")
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.IsType<std::vector<int>>()
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.End();
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AddOpCompat(OpCompat("transpose2"))
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.AddInput("X")
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.IsTensor()
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.End()
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.AddOutput("Out")
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.IsTensor()
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.End()
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.AddOutput("XShape")
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.IsOptional()
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.IsTensor()
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.End()
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.AddAttr("axis")
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.IsType<std::vector<int>>() // 0,3,2,1 nchw->nhwc
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.End();
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}
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virtual ~ElementwiseAddTransposeFusePass() {}
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protected:
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void ApplyImpl(ir::Graph* graph) const override;
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int ApplyEleTransPattern(ir::Graph* graph) const;
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};
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} // namespace ir
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} // namespace framework
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} // namespace paddle
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