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| #ifndef GEMM_H
| #define GEMM_H
| #include "activations.h"
| #include <stdint.h>
| #include <stddef.h>
|
| 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;
| }
|
| 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;
| return val;
| }
|
| 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 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_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 gemm_bin(int M, int N, int K, float ALPHA,
| char *A, int lda,
| float *B, int ldb,
| float *C, int ldc);
|
| 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
| #endif
|
|
