ONE - On-device Neural Engine
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CircleReverseSequence.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 if (!GraphBuilder::validate(args, 2))
29 return false;
30
31 const auto &inputs = args.op.inputs;
32 const auto &outputs = args.op.outputs;
33 const auto tensors = args.reader.tensors();
34 const auto tensor_in = tensors.at(inputs.at(0));
35 const auto tensor_lengths = tensors.at(inputs.at(1));
36 const auto tensor_out = tensors.at(outputs[0]);
37 assert(tensor_in != nullptr);
38 assert(tensor_lengths != nullptr);
39 assert(tensor_out != nullptr);
40
41 switch (tensor_lengths->type())
42 {
43 case circle::TensorType_INT32:
44 case circle::TensorType_INT64:
45 break;
46 default:
47 return false;
48 }
49
50 if (tensor_in->type() != tensor_out->type())
51 return false;
52
53 return true;
54}
55
56CircleNode *CircleReverseSequenceGraphBuilder::build_node(const circle::OperatorT &op,
57 const std::vector<CircleNode *> &inputs,
58 loco::Graph *graph) const
59{
60 auto *node = graph->nodes()->create<CircleReverseSequence>();
61 node->input(inputs.at(0));
62 node->seq_lengths(inputs.at(1));
63
64 const auto *options = op.builtin_options.AsReverseSequenceOptions();
65 node->seq_axis(options->seq_dim);
66 node->batch_axis(options->batch_dim);
67
68 return node;
69}
70
71} // namespace luci
A neural network graph.
Definition Graph.h:161
bool validate(const ValidateArgs &args) const final
REVERSE_SEQUENCE in Circle.
loco::Node * input(void) const
bool validate(const ValidateArgs &args, size_t input_cnt) const