File size: 4,225 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
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
// 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_hardsigmoid : public GraphRewriterPass
{
public:
    const char* match_pattern_graph() const
    {
        return R"PNNXIR(7767517
3 2
pnnx.Input              input       0 1 input
aten::hardsigmoid       op_0        1 1 input out
pnnx.Output             output      1 0 out
)PNNXIR";
    }

    const char* type_str() const
    {
        return "F.hardsigmoid";
    }
};

REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_hardsigmoid, 10)

class F_hardsigmoid_2 : public GraphRewriterPass
{
public:
    const char* match_pattern_graph() const
    {
        return R"PNNXIR(7767517
10 9
pnnx.Input              input       0 1 input
prim::Constant          op_0        0 1 410 value=3
prim::Constant          op_1        0 1 412 value=1
aten::add               op_2        3 1 input 410 412 a
prim::Constant          op_3        0 1 413 value=0
prim::Constant          op_4        0 1 414 value=6
aten::clamp             op_5        3 1 a 413 414 b
prim::Constant          op_6        0 1 409 value=6
aten::div               op_7        2 1 b 409 out
pnnx.Output             output      1 0 out
)PNNXIR";
    }

    const char* type_str() const
    {
        return "F.hardsigmoid";
    }
};

REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_hardsigmoid_2, 9)

class F_hardsigmoid_3 : public GraphRewriterPass
{
public:
    const char* match_pattern_graph() const
    {
        return R"PNNXIR(7767517
10 9
pnnx.Input              input       0 1 input
prim::Constant          op_0        0 1 12 value=3
prim::Constant          op_1        0 1 13 value=1
aten::add               op_2        3 1 input 12 13 a
prim::Constant          op_3        0 1 16 value=0
prim::Constant          op_4        0 1 17 value=6
aten::hardtanh          op_5        3 1 a 16 17 b
prim::Constant          op_6        0 1 19 value=6
aten::div               op_7        2 1 b 19 out
pnnx.Output             output      1 0 out
)PNNXIR";
    }

    const char* type_str() const
    {
        return "F.hardsigmoid";
    }
};

REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_hardsigmoid_3, 9)

class F_hardsigmoid_4 : public GraphRewriterPass
{
public:
    const char* match_pattern_graph() const
    {
        return R"PNNXIR(7767517
8 7
pnnx.Input              input       0 1 input
prim::Constant          op_0        0 1 12 value=3
prim::Constant          op_1        0 1 13 value=1
aten::add               op_2        3 1 input 12 13 a
aten::relu6             op_3        1 1 a b
prim::Constant          op_4        0 1 19 value=6
aten::div               op_5        2 1 b 19 out
pnnx.Output             output      1 0 out
)PNNXIR";
    }

    const char* type_str() const
    {
        return "F.hardsigmoid";
    }
};

REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_hardsigmoid_4, 9)

class F_hardsigmoid_5 : public GraphRewriterPass
{
public:
    const char* match_pattern_graph() const
    {
        return R"PNNXIR(7767517
8 7
pnnx.Input              input       0 1 input
prim::Constant          op_1        0 1 22 value=1
prim::Constant          op_2        0 1 23 value=3
aten::add               op_3        3 1 input 23 22 a
nn.ReLU6                op_4        1 1 a b
prim::Constant          op_0        0 1 21 value=6
aten::div               op_5        2 1 b 21 out
pnnx.Output             output      1 0 out
)PNNXIR";
    }

    const char* type_str() const
    {
        return "F.hardsigmoid";
    }
};

REGISTER_GLOBAL_PNNX_GRAPH_REWRITER_PASS(F_hardsigmoid_5, 9)

} // namespace pnnx