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
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
| #ifndef GEMM_H
| #define GEMM_H
| #include "activations.h"
| #include <stdint.h>
| #include <stddef.h>
| #ifdef __cplusplus
| extern "C" {
| #endif
|
| void convolution_2d(int w, int h, int ksize, int n, int c, int pad, int stride,
| float *weights, float *input, float *output, float *mean);
|
| static inline void set_bit(unsigned char *const dst, size_t index) {
| size_t dst_i = index / 8;
| int dst_shift = index % 8;
| dst[dst_i] |= 1 << dst_shift;
| //dst[dst_i] |= 1 << (8 - dst_shift);
| }
|
| static inline unsigned char get_bit(unsigned char const*const src, size_t index) {
| size_t src_i = index / 8;
| int src_shift = index % 8;
| unsigned char val = (src[src_i] & (1 << src_shift)) > 0;
| //unsigned char val = (src[src_i] & (1 << (8 - src_shift))) > 0;
| return val;
| }
|
| int is_avx();
| int is_fma_avx2();
|
| void float_to_bit(float *src, unsigned char *dst, size_t size);
|
| void transpose_block_SSE4x4(float *A, float *B, const int n, const int m,
| const int lda, const int ldb, const int block_size);
|
| void transpose_bin(uint32_t *A, uint32_t *B, const int n, const int m,
| const int lda, const int ldb, const int block_size);
|
| void gemm_nn_custom_bin_mean_transposed(int M, int N, int K, float ALPHA_UNUSED,
| unsigned char *A, int lda,
| unsigned char *B, int ldb,
| float *C, int ldc, float *mean_arr);
|
| void im2col_cpu_custom(float* data_im,
| int channels, int height, int width,
| int ksize, int stride, int pad, float* data_col);
|
| void im2col_cpu_custom_align(float* data_im,
| int channels, int height, int width,
| int ksize, int stride, int pad, float* data_col, int bit_align);
|
| void im2col_cpu_custom_bin(float* data_im,
| int channels, int height, int width,
| int ksize, int stride, int pad, float* data_col, int bit_align);
|
| void im2col_cpu_custom_transpose(float* data_im,
| int channels, int height, int width,
| int ksize, int stride, int pad, float* data_col, int ldb_align);
|
| void activate_array_cpu_custom(float *x, const int n, const ACTIVATION a);
|
| void transpose_32x32_bits_reversed_diagonale(uint32_t *A, uint32_t *B, int m, int n);
|
| void gemm_bin(int M, int N, int K, float ALPHA,
| char *A, int lda,
| float *B, int ldb,
| float *C, int ldc);
|
| void repack_input(float *input, float *re_packed_input, int w, int h, int c);
|
| void convolution_repacked(uint32_t *packed_input, uint32_t *packed_weights, float *output,
| int w, int h, int c, int n, int size, int pad, int new_lda, float *mean_arr);
|
| void gemm_nn_bin_32bit_packed(int M, int N, int K, float ALPHA,
| uint32_t *A, int lda,
| uint32_t *B, int ldb,
| float *C, int ldc, float *mean_arr);
|
| void transpose_uint32(uint32_t *src, uint32_t *dst, int src_h, int src_w, int src_align, int dst_align);
|
| void gemm_nn_bin_transposed_32bit_packed(int M, int N, int K, float ALPHA,
| uint32_t *A, int lda,
| uint32_t *B, int ldb,
| float *C, int ldc, float *mean_arr);
|
|
| void forward_maxpool_layer_avx(float *src, float *dst, int *indexes, int size, int w, int h, int out_w, int out_h, int c,
| int pad, int stride, int batch);
|
|
| void gemm(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc);
|
| void gemm_cpu(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc);
|
| #ifdef GPU
| void gemm_ongpu(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A_gpu, int lda,
| float *B_gpu, int ldb,
| float BETA,
| float *C_gpu, int ldc);
|
| void gemm_gpu(int TA, int TB, int M, int N, int K, float ALPHA,
| float *A, int lda,
| float *B, int ldb,
| float BETA,
| float *C, int ldc);
| #endif
| #ifdef __cplusplus
| }
| #endif
| #endif
|
|
