Repository navigation
Expand file tree
/
Copy pathForwardPipe.h
More file actions
73 lines (59 loc) · 2.7 KB
/
Copy pathForwardPipe.h
File metadata and controls
73 lines (59 loc) · 2.7 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
69
70
71
72
73
/*
This file is part of Leela Zero.
Copyright (C) 2018-2019 Junhee Yoo and contributors
Leela Zero is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
Leela Zero is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with Leela Zero. If not, see <http://www.gnu.org/licenses/>.
Additional permission under GNU GPL version 3 section 7
If you modify this Program, or any covered work, by linking or
combining it with NVIDIA Corporation's libraries from the
NVIDIA CUDA Toolkit and/or the NVIDIA CUDA Deep Neural
Network library and/or the NVIDIA TensorRT inference library
(or a modified version of those libraries), containing parts covered
by the terms of the respective license agreement, the licensors of
this Program grant you additional permission to convey the resulting
work.
*/
#ifndef FORWARDPIPE_H_INCLUDED
#define FORWARDPIPE_H_INCLUDED
#include <memory>
#include <vector>
#include "config.h"
class ForwardPipe {
public:
class ForwardPipeWeights {
public:
// Input + residual block tower
std::vector<std::vector<float>> m_conv_weights;
std::vector<std::vector<float>> m_conv_biases;
std::vector<std::vector<float>> m_batchnorm_means;
std::vector<std::vector<float>> m_batchnorm_stddevs;
std::vector<std::vector<float>> m_se_fc1_weights;
std::vector<std::vector<float>> m_se_fc1_biases;
std::vector<std::vector<float>> m_se_fc2_weights;
std::vector<std::vector<float>> m_se_fc2_biases;
// Policy head
std::vector<float> m_conv_pol_w;
std::vector<float> m_conv_pol_b;
std::vector<float> m_conv_val_w;
std::vector<float> m_conv_val_b;
};
virtual ~ForwardPipe() = default;
virtual void initialize(const int channels) = 0;
virtual bool needs_autodetect() { return false; };
virtual void forward(const std::vector<float>& input,
std::vector<float>& output_pol,
std::vector<float>& output_val) = 0;
virtual void push_weights(unsigned int filter_size,
unsigned int channels,
unsigned int outputs,
std::shared_ptr<const ForwardPipeWeights> weights) = 0;
};
#endif