blob: 65a863bdec995f992426677b5ee085aed85f80a1 (
plain)
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
|
/*
* Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* 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 "luci/Import/Nodes/CircleFullyConnected.h"
#include <luci/IR/Nodes/CircleFullyConnected.h>
#include <luci/IR/Nodes/CircleOutput.h>
#include <loco.h>
#include <oops/UserExn.h>
namespace luci
{
bool CircleFullyConnectedGraphBuilder::validate(const ValidateArgs &args) const
{
if (args.op.inputs.size() != 3)
return false;
return true;
}
CircleNode *CircleFullyConnectedGraphBuilder::build_node(const circle::OperatorT &op,
const std::vector<CircleNode *> &inputs,
loco::Graph *graph) const
{
auto *node = graph->nodes()->create<CircleFullyConnected>();
node->input(inputs.at(0));
node->weights(inputs.at(1));
node->bias(inputs.at(2)); // bias is optional
// TODO Find and move to appropriate place for setting optional input
if (auto bias = dynamic_cast<luci::CircleOutputExclude *>(node->bias()))
{
// bias is not used for type inference, but node itself should have a type
bias->dtype(loco::DataType::FLOAT32);
// bias is not used for shape inference
}
const auto *options = op.builtin_options.AsFullyConnectedOptions();
node->fusedActivationFunction(luci_actfunc(options->fused_activation_function));
if (options->weights_format != circle::FullyConnectedOptionsWeightsFormat_DEFAULT)
{
throw oops::UserExn(
"Unsupported weights format",
circle::EnumNameFullyConnectedOptionsWeightsFormat(options->weights_format));
}
return node;
}
} // namespace luci
|