forked from Tensor-Array/Tensor-Array
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathlayer_utility.hh
More file actions
68 lines (56 loc) · 2.02 KB
/
layer_utility.hh
File metadata and controls
68 lines (56 loc) · 2.02 KB
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
/*
Copyright 2024 TensorArray-Creators
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 "layer_holder.hh"
#pragma once
#ifdef _WIN32
#ifdef TENSOR_ARRAY_LAYERS_EXPORTS
#define TENSOR_ARRAY_API __declspec(dllexport)
#else
#define TENSOR_ARRAY_API __declspec(dllimport)
#endif
#else
#define TENSOR_ARRAY_API
#endif
namespace tensor_array
{
namespace layers
{
typedef value::Tensor(*LayerFunction)(const value::Tensor&);
class TENSOR_ARRAY_API ActivationImpl final :
public TensorCalculateLayerImpl
{
public:
ActivationImpl(LayerFunction);
value::Tensor calculate(const value::Tensor&) override;
private:
const LayerFunction func;
};
class TENSOR_ARRAY_API ReShapeImpl final :
public TensorCalculateLayerImpl
{
public:
ReShapeImpl(const std::initializer_list<unsigned int>&);
value::Tensor calculate(const value::Tensor&) override;
private:
const std::vector<unsigned int> shape;
};
value::Tensor TENSOR_ARRAY_API NoActivation(const value::Tensor&);
value::Tensor TENSOR_ARRAY_API ReLU(const value::Tensor&);
value::Tensor TENSOR_ARRAY_API tanh(const value::Tensor&);
value::Tensor TENSOR_ARRAY_API Sigmoid(const value::Tensor&);
value::Tensor TENSOR_ARRAY_API SoftMax(const value::Tensor&, unsigned char dim);
using Activation = LayerHolder<ActivationImpl>;
using ReShape = LayerHolder<ReShapeImpl>;
}
}
#undef TENSOR_ARRAY_API