ONE - On-device Neural Engine
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Concat.cpp
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1/*
2 * Copyright (c) 2019 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
17#include "Concat.h"
18
19#include "ONNXHelpers.h"
20#include "AttributeHelpers.h"
21
22#include "mir/ops/ConcatOp.h"
23
24namespace mir_onnx
25{
26
27void convertConcatV1(const onnx::NodeProto &onnx_node, ConverterContext *context)
28{
29 std::vector<mir::Operation::Output *> inputs = context->getNodeInputs(onnx_node);
30 mir::Graph *graph = context->getGraph();
31
32 const auto axis = getAttributeValue<int64_t>(onnx_node, "axis", 1);
33
34 auto result = createOp<mir::ops::ConcatOp>(graph, inputs, axis)->getOutput(0);
35
36 context->setNodeOutputs(onnx_node, {result});
37}
38
39void convertConcatV4(const onnx::NodeProto &onnx_node, ConverterContext *context)
40{
41 std::vector<mir::Operation::Output *> inputs = context->getNodeInputs(onnx_node);
42 mir::Graph *graph = context->getGraph();
43 // From version 4 axis attribute is required
44 auto attr = findAttribute(onnx_node, "axis");
45 if (!attr)
46 throw std::runtime_error("Attribute axis is required!");
47 int32_t axis = attr->i();
48
49 auto result = createOp<mir::ops::ConcatOp>(graph, inputs, axis)->getOutput(0);
50
51 context->setNodeOutputs(onnx_node, {result});
52}
53
54} // namespace mir_onnx
void setNodeOutputs(const onnx::NodeProto &onnx_node, const std::vector< mir::Operation::Output * > &outputs)
std::vector< mir::Operation::Output * > getNodeInputs(const onnx::NodeProto &onnx_node) const
void convertConcatV4(const onnx::NodeProto &onnx_node, ConverterContext *context)
Definition Concat.cpp:39
void convertConcatV1(const onnx::NodeProto &onnx_node, ConverterContext *context)
Definition Concat.cpp:27
const onnx::AttributeProto * findAttribute(const onnx::NodeProto &node, const std::string &name)