diff options
Diffstat (limited to 'nerv/lib/matrix/generic/cumatrix.h')
-rw-r--r-- | nerv/lib/matrix/generic/cumatrix.h | 104 |
1 files changed, 64 insertions, 40 deletions
diff --git a/nerv/lib/matrix/generic/cumatrix.h b/nerv/lib/matrix/generic/cumatrix.h index 48d1f13..de3a09e 100644 --- a/nerv/lib/matrix/generic/cumatrix.h +++ b/nerv/lib/matrix/generic/cumatrix.h @@ -2,77 +2,101 @@ void nerv_matrix_(add)(Matrix *c, const Matrix *a, const Matrix *b, MATRIX_ELEM alpha, MATRIX_ELEM beta, - Status *status); + CuContext *context, Status *status); void nerv_matrix_(mul)(Matrix *c, const Matrix *a, const Matrix *b, MATRIX_ELEM alpha, MATRIX_ELEM beta, - int ta, int tb, Status *status); -void nerv_matrix_(sigmoid)(Matrix *a, const Matrix *b, Status *status); + int ta, int tb, + CuContext *context, Status *status); +void nerv_matrix_(sigmoid)(Matrix *a, const Matrix *b, + CuContext *context, Status *status); void nerv_matrix_(sigmoid_grad)(Matrix *nerr, const Matrix *err, - const Matrix *output, Status *status); -void nerv_matrix_(tanh)(Matrix *a, const Matrix *b, Status *status); + const Matrix *output, + CuContext *context, Status *status); +void nerv_matrix_(tanh)(Matrix *a, const Matrix *b, + CuContext *context, Status *status); void nerv_matrix_(tanh_grad)(Matrix *nerr, const Matrix *err, - const Matrix *output, Status *status); + const Matrix *output, + CuContext *context, Status *status); -Matrix *nerv_matrix_(softmax)(Matrix *b, const Matrix *a, Status *status); -Matrix *nerv_matrix_(rowsum)(Matrix *a, Status *status); -Matrix *nerv_matrix_(colsum)(Matrix *a, Status *status); +Matrix *nerv_matrix_(softmax)(Matrix *b, const Matrix *a, + CuContext *context, Status *status); +Matrix *nerv_matrix_(rowsum)(Matrix *a, CuContext *context, Status *status); +Matrix *nerv_matrix_(colsum)(Matrix *a, CuContext *context, Status *status); Matrix *nerv_matrix_(colsame)(Matrix *a, const Matrix *ref, - Status *status); -Matrix *nerv_matrix_(rowmax)(Matrix *a, Status *status); + CuContext *context, Status *status); +Matrix *nerv_matrix_(rowmax)(Matrix *a, CuContext *context, Status *status); void nerv_matrix_(rowmax_idx)(Matrix *a, Matrix **b, Matrix **idx, - Status *status); + CuContext *context, Status *status); void nerv_matrix_(add_row)(Matrix *b, const Matrix *a, double beta, - Status *status); -void nerv_matrix_(clip)(Matrix *self, double val_1, double val_2, Status *status); -void nerv_matrix_(fill)(Matrix *self, double val, Status *status); -void nerv_matrix_(diagonalize)(Matrix *self, Status *statut); + CuContext *context, Status *status); +void nerv_matrix_(clip)(Matrix *self, double val1, double val2, + CuContext *context, Status *status); +void nerv_matrix_(fill)(Matrix *self, double val, + CuContext *context, Status *status); +void nerv_matrix_(diagonalize)(Matrix *self, + CuContext *context, Status *status); void nerv_matrix_(copy_fromd)(Matrix *a, const Matrix *b, int a_begin, int b_begin, int b_end, - Status *status); + CuContext *context, Status *status); void nerv_matrix_(copy_fromh)(Matrix *a, const Matrix *b, int a_begin, int b_begin, int b_end, - Status *status); + CuContext *context, Status *status); void nerv_matrix_(copy_toh)(Matrix *a, const Matrix *b, int a_begin, int a_end, int b_begin, - Status *status); -Matrix *nerv_matrix_(trans)(Matrix *a, Status *status); + CuContext *context, Status *status); +Matrix *nerv_matrix_(trans)(Matrix *a, CuContext *context, Status *status); void nerv_matrix_(mul_elem)(Matrix *c, const Matrix *a, const Matrix *b, - Status *status); + CuContext *context, Status *status); -void nerv_matrix_(log_elem)(Matrix *b, const Matrix *a, Status *status); +void nerv_matrix_(log_elem)(Matrix *b, const Matrix *a, + CuContext *context, Status *status); -Matrix *nerv_matrix_(decompress)(const Matrix *a, int orig_col, Status *status); +Matrix *nerv_matrix_(decompress)(const Matrix *a, int orig_col, + CuContext *context, Status *status); void nerv_matrix_(copy_rows_fromh_by_idx)(Matrix *a, const Matrix *b, - const Matrix *idx, int b_begin, Status *status); + const Matrix *idx, int b_begin, + CuContext *context, Status *status); void nerv_matrix_(copy_rows_fromd_by_idx)(Matrix *a, const Matrix *b, - const Matrix *idx, int b_begin, Status *status); + const Matrix *idx, int b_begin, + CuContext *context, Status *status); void nerv_matrix_(copy_rows_fromd_by_colidx)(Matrix *a, const Matrix *b, - const Matrix *idx, int b_begin, Status *status); + const Matrix *idx, int b_begin, + CuContext *context, Status *status); #ifdef __NERV_FUTURE_CUDA_7 -void nerv_matrix_(update_select_rows_by_rowidx)(Matrix *c, const Matrix *a, const Matrix *idx, double alpha, double beta, Status *status); -void nerv_matrix_(update_select_rows_by_colidx)(Matrix *c, const Matrix *a, const Matrix *idx, double alpha, double beta, Status *status); +void nerv_matrix_(update_select_rows_by_rowidx)(Matrix *c, const Matrix *a, + const Matrix *idx, double alpha, double beta, + CuContext *context, Status *status); +void nerv_matrix_(update_select_rows_by_colidx)(Matrix *c, const Matrix *a, + const Matrix *idx, double alpha, double beta, + CuContext *context, Status *status); #endif void nerv_matrix_(expand_frm)(Matrix *a, const Matrix *b, - int context, Status *status); + int cont, CuContext *context, Status *status); void nerv_matrix_(rearrange_frm)(Matrix *a, const Matrix *b, - int step, Status *status); + int step, CuContext *context, Status *status); void nerv_matrix_(scale_rows_by_col)(Matrix *a, const Matrix *b, - Status *status); + CuContext *context, Status *status); void nerv_matrix_(scale_rows_by_row)(Matrix *a, const Matrix *b, - Status *status); -void nerv_matrix_(prefixsum_row)(Matrix *a, const Matrix *b, Status *status); + CuContext *context, Status *status); +void nerv_matrix_(prefixsum_row)(Matrix *a, const Matrix *b, + CuContext *context, Status *status); void nerv_matrix_(thres_mask)(Matrix *a, Matrix *b, double thres, double low, double high, - Status *status); -void nerv_matrix_(rand_uniform)(Matrix *a, Status *status); + CuContext *context, Status *status); +void nerv_matrix_(rand_uniform)(Matrix *a, CuContext *context, Status *status); #ifdef __NERV_FUTURE_CUDA_7 -void nerv_matrix_(update_select_rows_by_rowidx)(Matrix *c, const Matrix *a, const Matrix *idx, - double alpha, double beta, Status *status); -void nerv_matrix_(update_select_rows_by_colidx)(Matrix *c, const Matrix *a, const Matrix *idx, - double alpha, double beta, Status *status); +void nerv_matrix_(update_select_rows_by_rowidx)(Matrix *c, const Matrix *a, + const Matrix *idx, + double alpha, double beta, + CuContext *context, Status *status); +void nerv_matrix_(update_select_rows_by_colidx)(Matrix *c, const Matrix *a, + const Matrix *idx, + double alpha, double beta, + CuContext *context, Status *status); #endif -void nerv_matrix_(prefixsum_row)(Matrix *a, const Matrix *b, Status *status); +void nerv_matrix_(prefixsum_row)(Matrix *a, const Matrix *b, + CuContext *context, Status *status); |