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
76
|
/******************************************************************************
* Copyright (c) Intel Corporation - All rights reserved. *
* This file is part of the LIBXSMM library. *
* *
* For information on the license, see the LICENSE file. *
* Further information: https://github.com/hfp/libxsmm/ *
* SPDX-License-Identifier: BSD-3-Clause *
******************************************************************************/
/* Sasikanth Avancha, Dhiraj Kalamkar (Intel Corp.)
******************************************************************************/
#pragma once
#include <string>
#include <vector>
#include <omp.h>
#include <math.h>
#include <limits.h>
#include <chrono>
#include "Engine.hpp"
#include "io.hpp"
#define RGB_FLATFILE 0
#define JPEG_FLATFILE 1
#define RGB_LMDB 2
#define JPEG_LMDB 3
using namespace std;
typedef struct
{
bool mirror;
bool vignette;
bool color_bump;
} AugmentParams;
typedef struct
{
string name;
int height;
int width;
int length;
int label;
} ImageInfo;
typedef struct
{
int batch_size;
int channels;
vector<int> orig_sizes;
vector<int> crop_sizes;
vector<float> mean_values;
vector<float> scale_values;
int test_views;
int lookahead;
int threads;
int exec_mode;
} DataImplParams;
class ImageDataImpl
{
protected:
DataImplParams *gp;
AugmentParams *ap;
unsigned int* tenSeeds_;
public:
ImageDataImpl(DataImplParams *gp_, AugmentParams *ap_): gp(gp_), ap(ap_)
{
tenSeeds_ = new unsigned int[gp->threads*16];
initSeeds(tenSeeds_, gp->threads);
}
virtual void forwardPropagate(unsigned char *inp, float *outp) = 0;
virtual void forwardPropagate(unsigned char *inp, int test_view, float *outp) = 0;
};
|
