1 | /* |
2 | * Licensed to the Apache Software Foundation (ASF) under one |
3 | * or more contributor license agreements. See the NOTICE file |
4 | * distributed with this work for additional information |
5 | * regarding copyright ownership. The ASF licenses this file |
6 | * to you under the Apache License, Version 2.0 (the |
7 | * "License"); you may not use this file except in compliance |
8 | * with the License. You may obtain a copy of the License at |
9 | * |
10 | * http://www.apache.org/licenses/LICENSE-2.0 |
11 | * |
12 | * Unless required by applicable law or agreed to in writing, |
13 | * software distributed under the License is distributed on an |
14 | * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
15 | * KIND, either express or implied. See the License for the |
16 | * specific language governing permissions and limitations |
17 | * under the License. |
18 | */ |
19 | |
20 | /*! |
21 | * \file src/relay/op/nn/convolution.h |
22 | * \brief Properties def of convlution operator for sharing. |
23 | */ |
24 | #ifndef TVM_RELAY_OP_NN_POOLING_H_ |
25 | #define TVM_RELAY_OP_NN_POOLING_H_ |
26 | |
27 | #include <tvm/relay/attrs/nn.h> |
28 | #include <tvm/relay/op.h> |
29 | |
30 | #include <utility> |
31 | |
32 | namespace tvm { |
33 | namespace relay { |
34 | |
35 | template <typename T> |
36 | inline Expr MakeMaxPool(Expr data, Array<IndexExpr> pool_size, Array<IndexExpr> strides, |
37 | Array<IndexExpr> dilation, Array<IndexExpr> padding, String layout, |
38 | String out_layout, bool ceil_mode, String op_name) { |
39 | auto attrs = make_object<T>(); |
40 | attrs->pool_size = std::move(pool_size); |
41 | attrs->strides = std::move(strides); |
42 | attrs->dilation = std::move(dilation); |
43 | attrs->padding = std::move(padding); |
44 | attrs->layout = std::move(layout); |
45 | attrs->out_layout = std::move(out_layout); |
46 | attrs->ceil_mode = ceil_mode; |
47 | static const Op& op = Op::Get(op_name); |
48 | return Call(op, {data}, Attrs(attrs), {}); |
49 | } |
50 | |
51 | template <typename T> |
52 | inline Expr MakeAvgPool(Expr data, Array<IndexExpr> pool_size, Array<IndexExpr> strides, |
53 | Array<IndexExpr> dilation, Array<IndexExpr> padding, String layout, |
54 | String out_layout, bool ceil_mode, bool count_include_pad, String op_name) { |
55 | auto attrs = make_object<T>(); |
56 | attrs->pool_size = std::move(pool_size); |
57 | attrs->strides = std::move(strides); |
58 | attrs->dilation = std::move(dilation); |
59 | attrs->padding = std::move(padding); |
60 | attrs->layout = std::move(layout); |
61 | attrs->out_layout = std::move(out_layout); |
62 | attrs->ceil_mode = ceil_mode; |
63 | attrs->count_include_pad = count_include_pad; |
64 | static const Op& op = Op::Get(op_name); |
65 | return Call(op, {data}, Attrs(attrs), {}); |
66 | } |
67 | |
68 | } // namespace relay |
69 | } // namespace tvm |
70 | #endif // TVM_RELAY_OP_NN_POOLING_H_ |
71 | |