File size: 3,351 Bytes
be903e2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 | // Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// Unless required by applicable law or agreed to in writing, software distributed
// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
// CONDITIONS OF ANY KIND, either express or implied. See the License for the
// specific language governing permissions and limitations under the License.
#include "pass_level2.h"
namespace pnnx {
class F_linear : public GraphRewriterPass
{
public:
const char* match_pattern_graph() const
{
return R"PNNXIR(7767517
5 4
pnnx.Input input_0 0 1 input
pnnx.Input input_1 0 1 weight
pnnx.Input input_2 0 1 bias
aten::linear op_0 3 1 input weight bias out
pnnx.Output output 1 0 out
)PNNXIR";
}
const char* type_str() const
{
return "F.linear";
}
};
REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_linear, 10)
class F_linear_1 : public GraphRewriterPass
{
public:
const char* match_pattern_graph() const
{
return R"PNNXIR(7767517
8 7
pnnx.Input input_0 0 1 input
pnnx.Input input_1 0 1 weight
pnnx.Input input_2 0 1 bias
aten::t op_0 1 1 weight 9
aten::matmul op_1 2 1 input 9 a
prim::Constant op_2 0 1 19 value=1
aten::add op_3 3 1 a bias 19 out
pnnx.Output output 1 0 out
)PNNXIR";
}
const char* type_str() const
{
return "F.linear";
}
};
REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_linear_1, 9)
class F_linear_2 : public GraphRewriterPass
{
public:
const char* match_pattern_graph() const
{
return R"PNNXIR(7767517
5 4
pnnx.Input input_0 0 1 input
pnnx.Input input_1 0 1 weight
aten::t op_0 1 1 weight 9
aten::matmul op_1 2 1 input 9 out
pnnx.Output output 1 0 out
)PNNXIR";
}
const char* type_str() const
{
return "F.linear";
}
void write(Operator* op, const std::map<std::string, Parameter>& /*captured_params*/) const
{
op->params["bias"] = Parameter();
}
};
REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_linear_2, 10)
class F_linear_3 : public GraphRewriterPass
{
public:
const char* match_pattern_graph() const
{
return R"PNNXIR(7767517
8 7
pnnx.Input input_0 0 1 input
pnnx.Input input_1 0 1 weight
pnnx.Input input_2 0 1 bias
aten::t op_0 1 1 weight 14
prim::Constant op_1 0 1 15 value=1
prim::Constant op_2 0 1 30 value=1
aten::addmm op_3 5 1 bias input 14 15 30 out
pnnx.Output output 1 0 out
)PNNXIR";
}
const char* type_str() const
{
return "F.linear";
}
};
REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_linear_3, 10)
} // namespace pnnx
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