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-rw-r--r--matrix/generic/cumatrix.c41
1 files changed, 29 insertions, 12 deletions
diff --git a/matrix/generic/cumatrix.c b/matrix/generic/cumatrix.c
index f0ef99d..7afa51a 100644
--- a/matrix/generic/cumatrix.c
+++ b/matrix/generic/cumatrix.c
@@ -20,28 +20,44 @@
static cublasHandle_t cublas_handle;
Matrix *nerv_matrix_(new_)(long nrow, long ncol);
-static int nerv_matrix_(add)(lua_State *L) {
- Matrix *a = luaT_checkudata(L, 1, nerv_matrix_(tname));
- Matrix *b = luaT_checkudata(L, 2, nerv_matrix_(tname));
- Matrix *c;
- long nrow, ncol;
- if (!(a->nrow == b->nrow && a->ncol == b->ncol))
- nerv_error(L, "Matrices should be of the same dimension");
- nrow = a->nrow;
- ncol = a->ncol;
- c = nerv_matrix_(new_)(nrow, ncol);
- MATRIX_ELEM alpha = 1.0f, beta = 1.0f;
+
+static void nerv_matrix_(add_)(const Matrix *a, const Matrix *b,
+ const Matrix *c,
+ MATRIX_ELEM alpha, MATRIX_ELEM beta) {
NERV_CUBLAS_(geam)(cublas_handle, CUBLAS_OP_N, CUBLAS_OP_N,
- ncol, nrow,
+ a->ncol, a->nrow,
&alpha,
MATRIX_ELEM_PTR(a), a->stride / sizeof(MATRIX_ELEM),
&beta,
MATRIX_ELEM_PTR(b), b->stride / sizeof(MATRIX_ELEM),
MATRIX_ELEM_PTR(c), c->stride / sizeof(MATRIX_ELEM));
+}
+
+static int nerv_matrix_(add)(lua_State *L) {
+ Matrix *a = luaT_checkudata(L, 1, nerv_matrix_(tname));
+ Matrix *b = luaT_checkudata(L, 2, nerv_matrix_(tname));
+ Matrix *c;
+ if (!(a->nrow == b->nrow && a->ncol == b->ncol))
+ nerv_error(L, "Matrices should be of the same dimension");
+ c = nerv_matrix_(new_)(a->nrow, a->ncol);
+ nerv_matrix_(add_)(a, b, c, 1.0f, 1.0f);
+ luaT_pushudata(L, c, nerv_matrix_(tname));
+ return 1;
+}
+
+static int nerv_matrix_(sub)(lua_State *L) {
+ Matrix *a = luaT_checkudata(L, 1, nerv_matrix_(tname));
+ Matrix *b = luaT_checkudata(L, 2, nerv_matrix_(tname));
+ Matrix *c;
+ if (!(a->nrow == b->nrow && a->ncol == b->ncol))
+ nerv_error(L, "Matrices should be of the same dimension");
+ c = nerv_matrix_(new_)(a->nrow, a->ncol);
+ nerv_matrix_(add_)(a, b, c, 1.0f, -1.0f);
luaT_pushudata(L, c, nerv_matrix_(tname));
return 1;
}
+
static int nerv_matrix_(mul)(lua_State *L) {
Matrix *a = luaT_checkudata(L, 1, nerv_matrix_(tname));
Matrix *b = luaT_checkudata(L, 2, nerv_matrix_(tname));
@@ -99,6 +115,7 @@ static int nerv_matrix_(colmax)(lua_State *L) {
static const luaL_Reg nerv_matrix_(extra_methods)[] = {
{"__add__", nerv_matrix_(add)},
+ {"__sub__", nerv_matrix_(sub)},
{"__mul__", nerv_matrix_(mul)},
{"sigmoid", nerv_matrix_(sigmoid)},
{"softmax", nerv_matrix_(softmax)},