ONE - On-device Neural Engine
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CircleL2Pool2D.cpp
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1/*
2 * Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
18
20
21#include <loco.h>
22
23namespace luci
24{
25
27{
28 // TODO check dtypes
29 return GraphBuilder::validate(args, 1);
30}
31
32CircleNode *CircleL2Pool2DGraphBuilder::build_node(const circle::OperatorT &op,
33 const std::vector<CircleNode *> &inputs,
34 loco::Graph *graph) const
35{
36 auto *node = graph->nodes()->create<CircleL2Pool2D>();
37 node->value(inputs.at(0));
38
39 const auto *options = op.builtin_options.AsPool2DOptions();
40 node->padding(luci_padding(options->padding));
41 node->stride()->w(options->stride_w);
42 node->stride()->h(options->stride_h);
43 node->filter()->w(options->filter_width);
44 node->filter()->h(options->filter_height);
45 node->fusedActivationFunction(luci_actfunc(options->fused_activation_function));
46
47 return node;
48}
49
50} // namespace luci
A neural network graph.
Definition Graph.h:161
bool validate(const ValidateArgs &args) const final
L2_POOL_2D in Circle.
loco::Node * value(void) const
bool validate(const ValidateArgs &args, size_t input_cnt) const
Padding luci_padding(const circle::Padding padding)
FusedActFunc luci_actfunc(const circle::ActivationFunctionType type)