blob: b7a93cb57c36c242354f09b5190df0f9b1f05b32 (
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
67
68
69
70
71
72
73
74
75
|
/*
* Copyright (c) 2018 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 "Convert.h"
namespace tflchef
{
tflchef::TensorType as_tflchef_type(const tflite::TensorType type)
{
switch (type)
{
case tflite::TensorType_FLOAT32:
return tflchef::FLOAT32;
case tflite::TensorType_INT32:
return tflchef::INT32;
// TODO handle other types
// TensorType_FLOAT16
// TensorType_UINT8
// TensorType_INT64
// TensorType_STRING
// TensorType_BOOL
// TensorType_INT16
// TensorType_COMPLEX64
default:
throw std::runtime_error{"unsupported tensor type"};
}
}
tflchef::Activation as_tflchef_activation(const tflite::ActivationFunctionType type)
{
switch (type)
{
case tflite::ActivationFunctionType_NONE:
return tflchef::NONE;
case tflite::ActivationFunctionType_RELU:
return tflchef::RELU;
case tflite::ActivationFunctionType_RELU6:
return tflchef::RELU6;
// TODO handle other types
// ActivationFunctionType_RELU_N1_TO_1
// ActivationFunctionType_TANH
// ActivationFunctionType_SIGN_BIT
default:
throw std::runtime_error{"unsupported activation type"};
}
}
tflchef::Padding as_tflchef_padding(const tflite::Padding padding)
{
switch (padding)
{
case tflite::Padding_SAME:
return tflchef::SAME;
case tflite::Padding_VALID:
return tflchef::VALID;
default:
throw std::runtime_error{"unsupported padding"};
}
}
} // namespace tflchef
|
