| R"( |
| |
| #ifndef ARM_COMPUTE_HELPER_H |
| #define ARM_COMPUTE_HELPER_H |
| |
| |
| |
| |
| #define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); |
| |
| #define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); |
| |
| #define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); |
| |
| #define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); |
| |
| #define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); |
| |
| #define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); |
| |
| #define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); |
| |
| #define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); |
| |
| #define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); |
| |
| #define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); |
| |
| #define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); |
| |
| #define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); |
| |
| #define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); |
| |
| #define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); |
| |
| #define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); |
| |
| #define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); |
| |
| |
| |
| #define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); |
| |
| #define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); |
| |
| #define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); |
| |
| #define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); |
| |
| #define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); |
| |
| #define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); |
| |
| #define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); |
| |
| #define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); |
| |
| #define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); |
| |
| #define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); |
| |
| #define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); |
| |
| #define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); |
| |
| #define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); |
| |
| #define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); |
| |
| #define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); |
| |
| #define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE(N0) \ |
| (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); |
| |
| |
| |
| |
| #define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| #define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| |
| |
| |
| #define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| #define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| |
| |
| |
| #define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); |
| |
| #define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); |
| |
| #define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); |
| |
| #define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); |
| |
| #define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); |
| |
| #define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); |
| |
| #define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); |
| |
| #define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); |
| |
| #define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); |
| |
| #define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); |
| |
| #define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); |
| |
| #define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); |
| |
| #define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); |
| |
| #define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); |
| |
| #define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); |
| |
| #define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ |
| VSTORE_PARTIAL(N0, STORE_N0) \ |
| (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); |
| |
| |
| |
| #define STORE_BLOCK_PARTIAL_STR(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_PARTIAL_##STORE_M0(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| #define STORE_BLOCK_PARTIAL(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_PARTIAL_STR(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| |
| #define STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \ |
| if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \ |
| { \ |
| STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } \ |
| else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \ |
| { \ |
| STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } \ |
| else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \ |
| { \ |
| STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } \ |
| else \ |
| { \ |
| STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } |
| |
| #define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \ |
| if(!(PARTIAL_COND_X)) \ |
| { \ |
| STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } \ |
| else \ |
| { \ |
| STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } |
| |
| #define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \ |
| if(!(PARTIAL_COND_Y)) \ |
| { \ |
| STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } \ |
| else \ |
| { \ |
| STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ |
| } |
| |
| |
| #if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0) |
| |
| |
| #if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0 |
| |
| #define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \ |
| STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| |
| #elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0 |
| |
| #define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \ |
| STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) |
| |
| #elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0 |
| |
| #define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \ |
| STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) |
| |
| #else |
| |
| #define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \ |
| STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) |
| |
| #endif |
| |
| #endif |
| |
| |
| #if defined(PARTIAL_STORE_M0) |
| |
| #define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ |
| ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0)))) |
| #else |
| #define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ |
| ((uint)(y * M0)) |
| #endif |
| |
| |
| |
| #define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \ |
| STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond) |
| |
| |
| #if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) |
| #pragma OPENCL EXTENSION cl_khr_fp16 : enable |
| #endif |
| |
| #if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) |
| #pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable |
| #endif |
| |
| #if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) |
| #pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable |
| #endif |
| |
| #if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf) |
| #pragma OPENCL EXTENSION cl_arm_printf : enable |
| #endif |
| |
| #define GPU_ARCH_MIDGARD 0x100 |
| #define GPU_ARCH_BIFROST 0x200 |
| #define GPU_ARCH_VALHALL 0x300 |
| |
| |
| #define CONCAT(a, b) a##b |
| |
| |
| #define EXPAND(x) x |
| |
| |
| #define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val) |
| |
| |
| #define REV1(x) ((x)) |
| #define REV2(x) ((x).s10) |
| #define REV3(x) ((x).s210) |
| #define REV4(x) ((x).s3210) |
| #define REV8(x) ((x).s76543210) |
| #define REV16(x) ((x).sFEDCBA9876543210) |
| |
| |
| |
| #define REVERSE_STR(x, s) REV##s((x)) |
| #define REVERSE(x, s) REVERSE_STR(x, s) |
| |
| |
| |
| #define ROT1_0(x) ((x)) |
| #define ROT1_1(x) ((x)) |
| |
| #define ROT2_0(x) ((x)) |
| #define ROT2_1(x) ((x).s10) |
| #define ROT2_2(x) ((x)) |
| |
| #define ROT3_0(x) ((x)) |
| #define ROT3_1(x) ((x).s201) |
| #define ROT3_2(x) ((x).s120) |
| #define ROT3_3(x) ((x)) |
| |
| #define ROT4_0(x) ((x)) |
| #define ROT4_1(x) ((x).s3012) |
| #define ROT4_2(x) ((x).s2301) |
| #define ROT4_3(x) ((x).s1230) |
| #define ROT4_4(x) ((x)) |
| |
| #define ROT8_0(x) ((x)) |
| #define ROT8_1(x) ((x).s70123456) |
| #define ROT8_2(x) ((x).s67012345) |
| #define ROT8_3(x) ((x).s56701234) |
| #define ROT8_4(x) ((x).s45670123) |
| #define ROT8_5(x) ((x).s34567012) |
| #define ROT8_6(x) ((x).s23456701) |
| #define ROT8_7(x) ((x).s12345670) |
| #define ROT8_8(x) ((x)) |
| |
| #define ROT16_0(x) ((x)) |
| #define ROT16_1(x) ((x).sF0123456789ABCDE) |
| #define ROT16_2(x) ((x).sEF0123456789ABCD) |
| #define ROT16_3(x) ((x).sDEF0123456789ABC) |
| #define ROT16_4(x) ((x).sCDEF0123456789AB) |
| #define ROT16_5(x) ((x).sBCDEF0123456789A) |
| #define ROT16_6(x) ((x).sABCDEF0123456789) |
| #define ROT16_7(x) ((x).s9ABCDEF012345678) |
| #define ROT16_8(x) ((x).s89ABCDEF01234567) |
| #define ROT16_9(x) ((x).s789ABCDEF0123456) |
| #define ROT16_10(x) ((x).s6789ABCDEF012345) |
| #define ROT16_11(x) ((x).s56789ABCDEF01234) |
| #define ROT16_12(x) ((x).s456789ABCDEF0123) |
| #define ROT16_13(x) ((x).s3456789ABCDEF012) |
| #define ROT16_14(x) ((x).s23456789ABCDEF01) |
| #define ROT16_15(x) ((x).s123456789ABCDEF0) |
| #define ROT16_16(x) ((x)) |
| |
| |
| |
| #define ROTATE_STR(x, s, n) ROT##s##_##n(x) |
| #define ROTATE(x, s, n) ROTATE_STR(x, s, n) |
| |
| |
| |
| #define V_OFFS1(dt) (dt##1)(0) |
| #define V_OFFS2(dt) (dt##2)(0, 1) |
| #define V_OFFS3(dt) (dt##3)(0, 1, 2) |
| #define V_OFFS4(dt) (dt##4)(0, 1, 2, 3) |
| #define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7) |
| #define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15) |
| |
| |
| |
| #define VEC_OFFS_STR(dt, s) V_OFFS##s(dt) |
| #define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s) |
| |
| |
| #define VLOAD_STR(size) vload##size |
| #define VLOAD(size) VLOAD_STR(size) |
| |
| |
| #define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size |
| #define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size) |
| |
| #define NO_LOAD(data, offs, ptr) \ |
| { \ |
| } |
| |
| |
| #define vload_partial_1_0 NO_LOAD |
| #define vload_partial_1_1 vload1 |
| #define vload_partial_1_2 NO_LOAD |
| #define vload_partial_1_3 NO_LOAD |
| #define vload_partial_1_4 NO_LOAD |
| #define vload_partial_1_5 NO_LOAD |
| #define vload_partial_1_6 NO_LOAD |
| #define vload_partial_1_7 NO_LOAD |
| #define vload_partial_1_8 NO_LOAD |
| #define vload_partial_1_9 NO_LOAD |
| #define vload_partial_1_10 NO_LOAD |
| #define vload_partial_1_11 NO_LOAD |
| #define vload_partial_1_12 NO_LOAD |
| #define vload_partial_1_13 NO_LOAD |
| #define vload_partial_1_14 NO_LOAD |
| #define vload_partial_1_15 NO_LOAD |
| #define vload_partial_1_16 NO_LOAD |
| |
| #define vload_partial_2_0 NO_LOAD |
| #define vload_partial_2_1 vload_partial_1 |
| #define vload_partial_2_2 vload_partial_2 |
| #define vload_partial_2_3 NO_LOAD |
| #define vload_partial_2_4 NO_LOAD |
| #define vload_partial_2_5 NO_LOAD |
| #define vload_partial_2_6 NO_LOAD |
| #define vload_partial_2_7 NO_LOAD |
| #define vload_partial_2_8 NO_LOAD |
| #define vload_partial_2_9 NO_LOAD |
| #define vload_partial_2_10 NO_LOAD |
| #define vload_partial_2_11 NO_LOAD |
| #define vload_partial_2_12 NO_LOAD |
| #define vload_partial_2_13 NO_LOAD |
| #define vload_partial_2_14 NO_LOAD |
| #define vload_partial_2_15 NO_LOAD |
| #define vload_partial_2_16 NO_LOAD |
| |
| #define vload_partial_3_0 NO_LOAD |
| #define vload_partial_3_1 vload_partial_1 |
| #define vload_partial_3_2 vload_partial_2 |
| #define vload_partial_3_3 vload_partial_3 |
| #define vload_partial_3_4 NO_LOAD |
| #define vload_partial_3_5 NO_LOAD |
| #define vload_partial_3_6 NO_LOAD |
| #define vload_partial_3_7 NO_LOAD |
| #define vload_partial_3_8 NO_LOAD |
| #define vload_partial_3_9 NO_LOAD |
| #define vload_partial_3_10 NO_LOAD |
| #define vload_partial_3_11 NO_LOAD |
| #define vload_partial_3_12 NO_LOAD |
| #define vload_partial_3_13 NO_LOAD |
| #define vload_partial_3_14 NO_LOAD |
| #define vload_partial_3_15 NO_LOAD |
| #define vload_partial_3_16 NO_LOAD |
| |
| #define vload_partial_4_0 NO_LOAD |
| #define vload_partial_4_1 vload_partial_1 |
| #define vload_partial_4_2 vload_partial_2 |
| #define vload_partial_4_3 vload_partial_3 |
| #define vload_partial_4_4 vload_partial_4 |
| #define vload_partial_4_5 NO_LOAD |
| #define vload_partial_4_6 NO_LOAD |
| #define vload_partial_4_7 NO_LOAD |
| #define vload_partial_4_8 NO_LOAD |
| #define vload_partial_4_9 NO_LOAD |
| #define vload_partial_4_10 NO_LOAD |
| #define vload_partial_4_11 NO_LOAD |
| #define vload_partial_4_12 NO_LOAD |
| #define vload_partial_4_13 NO_LOAD |
| #define vload_partial_4_14 NO_LOAD |
| #define vload_partial_4_15 NO_LOAD |
| #define vload_partial_4_16 NO_LOAD |
| |
| #define vload_partial_8_0 NO_LOAD |
| #define vload_partial_8_1 vload_partial_1 |
| #define vload_partial_8_2 vload_partial_2 |
| #define vload_partial_8_3 vload_partial_3 |
| #define vload_partial_8_4 vload_partial_4 |
| #define vload_partial_8_5 vload_partial_5 |
| #define vload_partial_8_6 vload_partial_6 |
| #define vload_partial_8_7 vload_partial_7 |
| #define vload_partial_8_8 vload_partial_8 |
| #define vload_partial_8_9 NO_LOAD |
| #define vload_partial_8_10 NO_LOAD |
| #define vload_partial_8_11 NO_LOAD |
| #define vload_partial_8_12 NO_LOAD |
| #define vload_partial_8_13 NO_LOAD |
| #define vload_partial_8_14 NO_LOAD |
| #define vload_partial_8_15 NO_LOAD |
| #define vload_partial_8_16 NO_LOAD |
| |
| #define vload_partial_16_0 NO_LOAD |
| #define vload_partial_16_1 vload_partial_1 |
| #define vload_partial_16_2 vload_partial_2 |
| #define vload_partial_16_3 vload_partial_3 |
| #define vload_partial_16_4 vload_partial_4 |
| #define vload_partial_16_5 vload_partial_5 |
| #define vload_partial_16_6 vload_partial_6 |
| #define vload_partial_16_7 vload_partial_7 |
| #define vload_partial_16_8 vload_partial_8 |
| #define vload_partial_16_9 vload_partial_9 |
| #define vload_partial_16_10 vload_partial_10 |
| #define vload_partial_16_11 vload_partial_11 |
| #define vload_partial_16_12 vload_partial_12 |
| #define vload_partial_16_13 vload_partial_13 |
| #define vload_partial_16_14 vload_partial_14 |
| #define vload_partial_16_15 vload_partial_15 |
| #define vload_partial_16_16 vload_partial_16 |
| |
| |
| #define vload_partial_1(DATA, OFFSET, PTR) \ |
| DATA.s0 = vload1(OFFSET, PTR); |
| |
| #define vload_partial_2(DATA, OFFSET, PTR) \ |
| DATA.s01 = vload2(OFFSET, PTR); |
| |
| #define vload_partial_3(DATA, OFFSET, PTR) \ |
| DATA.s012 = vload3(OFFSET, PTR); |
| |
| #define vload_partial_4(DATA, OFFSET, PTR) \ |
| DATA.s0123 = vload4(OFFSET, PTR); |
| |
| #define vload_partial_5(DATA, OFFSET, PTR) \ |
| vload_partial_4(DATA.s0123, OFFSET, PTR); \ |
| DATA.s4 = vload1(OFFSET, PTR + 4); |
| |
| #define vload_partial_6(DATA, OFFSET, PTR) \ |
| vload_partial_4(DATA.s0123, OFFSET, PTR); \ |
| vload_partial_2(DATA.s45, OFFSET, PTR + 4); |
| |
| #define vload_partial_7(DATA, OFFSET, PTR) \ |
| vload_partial_4(DATA.s0123, OFFSET, PTR); \ |
| vload_partial_3(DATA.s456, OFFSET, PTR + 4); |
| |
| #define vload_partial_8(DATA, OFFSET, PTR) \ |
| DATA.s01234567 = vload8(OFFSET, PTR); |
| |
| #define vload_partial_9(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| DATA.s8 = vload1(OFFSET, PTR + 8); |
| |
| #define vload_partial_10(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_2(DATA.s89, OFFSET, PTR + 8); |
| |
| #define vload_partial_11(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_3(DATA.s89A, OFFSET, PTR + 8); |
| |
| #define vload_partial_12(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_4(DATA.s89AB, OFFSET, PTR + 8); |
| |
| #define vload_partial_13(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8); |
| |
| #define vload_partial_14(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8); |
| |
| #define vload_partial_15(DATA, OFFSET, PTR) \ |
| vload_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8); |
| |
| #define vload_partial_16(DATA, OFFSET, PTR) \ |
| DATA = vload16(OFFSET, PTR); |
| |
| |
| |
| #define PIXEL_UNIT4 1 |
| #define PIXEL_UNIT8 2 |
| #define PIXEL_UNIT16 4 |
| |
| |
| #define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size |
| #define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) |
| |
| |
| #define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord))); |
| #define read_image2d_floatx2(img, x_coord, y_coord) (float8)(read_imagef(img, (int2)(x_coord, y_coord)), read_imagef(img, (int2)(x_coord + 1, y_coord))); |
| #define read_image2d_floatx4(img, x_coord, y_coord) (float16)(read_imagef(img, (int2)(x_coord, y_coord)), read_imagef(img, (int2)(x_coord + 1, y_coord)), read_imagef(img, (int2)(x_coord + 2, y_coord)), read_imagef(img, (int2)(x_coord + 3, y_coord))); |
| |
| #if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) |
| #define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord))); |
| #define read_image2d_halfx2(img, x_coord, y_coord) (half8)(read_imageh(img, (int2)(x_coord, y_coord)), read_imageh(img, (int2)(x_coord + 1, y_coord))); |
| #define read_image2d_halfx4(img, x_coord, y_coord) (half16)(read_imageh(img, (int2)(x_coord, y_coord)), read_imageh(img, (int2)(x_coord + 1, y_coord)), read_imageh(img, (int2)(x_coord + 2, y_coord)), read_imageh(img, (int2)(x_coord + 3, y_coord))); |
| #endif |
| |
| #define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values)); |
| #define write_image2d_floatx2(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values.s0123), write_imagef(img, (int2)(x_coord + 1, y_coord), values.s4567)); |
| #define write_image2d_floatx4(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values.s0123), write_imagef(img, (int2)(x_coord + 1, y_coord), values.s4567), write_imagef(img, (int2)(x_coord + 2, y_coord), values.s89AB), write_imagef(img, (int2)(x_coord + 3, y_coord), values.sCDEF)); |
| |
| #if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) |
| #define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values)); |
| #define write_image2d_halfx2(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values.s0123), write_imageh(img, (int2)(x_coord + 1, y_coord), values.s4567)); |
| #define write_image2d_halfx4(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values.s0123), write_imageh(img, (int2)(x_coord + 1, y_coord), values.s4567), write_imageh(img, (int2)(x_coord + 2, y_coord), values.s89AB), write_imageh(img, (int2)(x_coord + 3, y_coord), values.sCDEF)); |
| #endif |
| |
| |
| #define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord) |
| #define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) |
| |
| |
| #define WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) write_image2d_##data_type##x##n0(img, x_coord, y_coord, values) |
| #define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) |
| |
| #define VSTORE_STR(size) vstore##size |
| #define VSTORE(size) VSTORE_STR(size) |
| |
| #define float1 float |
| #define half1 half |
| #define char1 char |
| #define uchar1 uchar |
| #define short1 short |
| #define ushort1 ushort |
| #define int1 int |
| #define uint1 uint |
| #define long1 long |
| #define ulong1 ulong |
| #define double1 double |
| |
| #define vload1(OFFSET, PTR) *(OFFSET + PTR) |
| #define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA |
| |
| |
| #define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size |
| #define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size) |
| |
| #define NO_STORE(data, offs, ptr) \ |
| { \ |
| } |
| |
| |
| #define vstore_partial_1_0 NO_STORE |
| #define vstore_partial_1_1 vstore1 |
| #define vstore_partial_1_2 NO_STORE |
| #define vstore_partial_1_3 NO_STORE |
| #define vstore_partial_1_4 NO_STORE |
| #define vstore_partial_1_5 NO_STORE |
| #define vstore_partial_1_6 NO_STORE |
| #define vstore_partial_1_7 NO_STORE |
| #define vstore_partial_1_8 NO_STORE |
| #define vstore_partial_1_9 NO_STORE |
| #define vstore_partial_1_10 NO_STORE |
| #define vstore_partial_1_11 NO_STORE |
| #define vstore_partial_1_12 NO_STORE |
| #define vstore_partial_1_13 NO_STORE |
| #define vstore_partial_1_14 NO_STORE |
| #define vstore_partial_1_15 NO_STORE |
| #define vstore_partial_1_16 NO_STORE |
| |
| #define vstore_partial_2_0 NO_STORE |
| #define vstore_partial_2_1 vstore_partial_1 |
| #define vstore_partial_2_2 vstore_partial_2 |
| #define vstore_partial_2_3 NO_STORE |
| #define vstore_partial_2_4 NO_STORE |
| #define vstore_partial_2_5 NO_STORE |
| #define vstore_partial_2_6 NO_STORE |
| #define vstore_partial_2_7 NO_STORE |
| #define vstore_partial_2_8 NO_STORE |
| #define vstore_partial_2_9 NO_STORE |
| #define vstore_partial_2_10 NO_STORE |
| #define vstore_partial_2_11 NO_STORE |
| #define vstore_partial_2_12 NO_STORE |
| #define vstore_partial_2_13 NO_STORE |
| #define vstore_partial_2_14 NO_STORE |
| #define vstore_partial_2_15 NO_STORE |
| #define vstore_partial_2_16 NO_STORE |
| |
| #define vstore_partial_3_0 NO_STORE |
| #define vstore_partial_3_1 vstore_partial_1 |
| #define vstore_partial_3_2 vstore_partial_2 |
| #define vstore_partial_3_3 vstore_partial_3 |
| #define vstore_partial_3_4 NO_STORE |
| #define vstore_partial_3_5 NO_STORE |
| #define vstore_partial_3_6 NO_STORE |
| #define vstore_partial_3_7 NO_STORE |
| #define vstore_partial_3_8 NO_STORE |
| #define vstore_partial_3_9 NO_STORE |
| #define vstore_partial_3_10 NO_STORE |
| #define vstore_partial_3_11 NO_STORE |
| #define vstore_partial_3_12 NO_STORE |
| #define vstore_partial_3_13 NO_STORE |
| #define vstore_partial_3_14 NO_STORE |
| #define vstore_partial_3_15 NO_STORE |
| #define vstore_partial_3_16 NO_STORE |
| |
| #define vstore_partial_4_0 NO_STORE |
| #define vstore_partial_4_1 vstore_partial_1 |
| #define vstore_partial_4_2 vstore_partial_2 |
| #define vstore_partial_4_3 vstore_partial_3 |
| #define vstore_partial_4_4 vstore_partial_4 |
| #define vstore_partial_4_5 NO_STORE |
| #define vstore_partial_4_6 NO_STORE |
| #define vstore_partial_4_7 NO_STORE |
| #define vstore_partial_4_8 NO_STORE |
| #define vstore_partial_4_9 NO_STORE |
| #define vstore_partial_4_10 NO_STORE |
| #define vstore_partial_4_11 NO_STORE |
| #define vstore_partial_4_12 NO_STORE |
| #define vstore_partial_4_13 NO_STORE |
| #define vstore_partial_4_14 NO_STORE |
| #define vstore_partial_4_15 NO_STORE |
| #define vstore_partial_4_16 NO_STORE |
| |
| #define vstore_partial_8_0 NO_STORE |
| #define vstore_partial_8_1 vstore_partial_1 |
| #define vstore_partial_8_2 vstore_partial_2 |
| #define vstore_partial_8_3 vstore_partial_3 |
| #define vstore_partial_8_4 vstore_partial_4 |
| #define vstore_partial_8_5 vstore_partial_5 |
| #define vstore_partial_8_6 vstore_partial_6 |
| #define vstore_partial_8_7 vstore_partial_7 |
| #define vstore_partial_8_8 vstore_partial_8 |
| #define vstore_partial_8_9 NO_STORE |
| #define vstore_partial_8_10 NO_STORE |
| #define vstore_partial_8_11 NO_STORE |
| #define vstore_partial_8_12 NO_STORE |
| #define vstore_partial_8_13 NO_STORE |
| #define vstore_partial_8_14 NO_STORE |
| #define vstore_partial_8_15 NO_STORE |
| #define vstore_partial_8_16 NO_STORE |
| |
| #define vstore_partial_16_0 NO_STORE |
| #define vstore_partial_16_1 vstore_partial_1 |
| #define vstore_partial_16_2 vstore_partial_2 |
| #define vstore_partial_16_3 vstore_partial_3 |
| #define vstore_partial_16_4 vstore_partial_4 |
| #define vstore_partial_16_5 vstore_partial_5 |
| #define vstore_partial_16_6 vstore_partial_6 |
| #define vstore_partial_16_7 vstore_partial_7 |
| #define vstore_partial_16_8 vstore_partial_8 |
| #define vstore_partial_16_9 vstore_partial_9 |
| #define vstore_partial_16_10 vstore_partial_10 |
| #define vstore_partial_16_11 vstore_partial_11 |
| #define vstore_partial_16_12 vstore_partial_12 |
| #define vstore_partial_16_13 vstore_partial_13 |
| #define vstore_partial_16_14 vstore_partial_14 |
| #define vstore_partial_16_15 vstore_partial_15 |
| #define vstore_partial_16_16 vstore_partial_16 |
| |
| |
| #define vstore_partial_1(DATA, OFFSET, PTR) \ |
| vstore1(DATA.s0, OFFSET, PTR); |
| |
| #define vstore_partial_2(DATA, OFFSET, PTR) \ |
| vstore2(DATA.s01, OFFSET, PTR); |
| |
| #define vstore_partial_3(DATA, OFFSET, PTR) \ |
| vstore3(DATA.s012, OFFSET, PTR); |
| |
| #define vstore_partial_4(DATA, OFFSET, PTR) \ |
| vstore4(DATA.s0123, OFFSET, PTR); |
| |
| #define vstore_partial_5(DATA, OFFSET, PTR) \ |
| vstore_partial_4(DATA.s0123, OFFSET, PTR); \ |
| vstore1(DATA.s4, OFFSET, PTR + 4); |
| |
| #define vstore_partial_6(DATA, OFFSET, PTR) \ |
| vstore_partial_4(DATA.s0123, OFFSET, PTR); \ |
| vstore_partial_2(DATA.s45, OFFSET, PTR + 4); |
| |
| #define vstore_partial_7(DATA, OFFSET, PTR) \ |
| vstore_partial_4(DATA.s0123, OFFSET, PTR); \ |
| vstore_partial_3(DATA.s456, OFFSET, PTR + 4); |
| |
| #define vstore_partial_8(DATA, OFFSET, PTR) \ |
| vstore8(DATA.s01234567, OFFSET, PTR); |
| |
| #define vstore_partial_9(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore1(DATA.s8, OFFSET, PTR + 8); |
| |
| #define vstore_partial_10(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_2(DATA.s89, OFFSET, PTR + 8); |
| |
| #define vstore_partial_11(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_3(DATA.s89a, OFFSET, PTR + 8); |
| |
| #define vstore_partial_12(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8); |
| |
| #define vstore_partial_13(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8); |
| |
| #define vstore_partial_14(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8); |
| |
| #define vstore_partial_15(DATA, OFFSET, PTR) \ |
| vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ |
| vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8); |
| |
| #define vstore_partial_16(DATA, OFFSET, PTR) \ |
| vstore16(DATA, OFFSET, PTR); |
| |
| |
| |
| |
| |
| #define convert_float_sat convert_float |
| #define convert_float1_sat convert_float |
| #define convert_float2_sat convert_float2 |
| #define convert_float3_sat convert_float3 |
| #define convert_float4_sat convert_float4 |
| #define convert_float8_sat convert_float8 |
| #define convert_float16_sat convert_float16 |
| #define convert_half_sat convert_float |
| #define convert_half1_sat convert_half |
| #define convert_half2_sat convert_half2 |
| #define convert_half3_sat convert_half3 |
| #define convert_half4_sat convert_half4 |
| #define convert_half8_sat convert_half8 |
| #define convert_half16_sat convert_half16 |
| |
| #define convert_float1 convert_float |
| #define convert_half1 convert_half |
| #define convert_char1 convert_char |
| #define convert_uchar1 convert_uchar |
| #define convert_short1 convert_short |
| #define convert_ushort1 convert_ushort |
| #define convert_int1 convert_int |
| #define convert_uint1 convert_uint |
| #define convert_long1 convert_long |
| #define convert_ulong1 convert_ulong |
| #define convert_double1 convert_double |
| |
| #define convert_char1_sat convert_char_sat |
| #define convert_uchar1_sat convert_uchar_sat |
| #define convert_uchar2_sat convert_uchar2_sat |
| #define convert_uchar3_sat convert_uchar3_sat |
| #define convert_uchar4_sat convert_uchar4_sat |
| #define convert_uchar8_sat convert_uchar8_sat |
| #define convert_uchar16_sat convert_uchar16_sat |
| #define convert_short1_sat convert_short_sat |
| #define convert_ushort1_sat convert_ushort_sat |
| #define convert_int1_sat convert_int_sat |
| #define convert_uint1_sat convert_uint_sat |
| #define convert_long1_sat convert_long_sat |
| #define convert_ulong1_sat convert_ulong_sat |
| #define convert_double1_sat convert_double_sat |
| |
| #define VEC_DATA_TYPE_STR(type, size) type##size |
| #define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size) |
| |
| #define CONVERT_STR(x, type) (convert_##type((x))) |
| #define CONVERT(x, type) CONVERT_STR(x, type) |
| |
| #define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x))) |
| #define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type) |
| |
| #define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x))) |
| #define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round) |
| |
| #define select_vec_dt_uchar(size) uchar##size |
| #define select_vec_dt_char(size) char##size |
| #define select_vec_dt_ushort(size) ushort##size |
| #define select_vec_dt_short(size) short##size |
| #define select_vec_dt_half(size) short##size |
| #define select_vec_dt_uint(size) uint##size |
| #define select_vec_dt_int(size) int##size |
| #define select_vec_dt_float(size) int##size |
| #define select_vec_dt_ulong(size) ulong##size |
| #define select_vec_dt_long(size) long##size |
| |
| #define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size) |
| #define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size) |
| #define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1) |
| |
| #define signed_int_vec_dt_uchar(size) char##size |
| #define signed_int_vec_dt_char(size) char##size |
| #define signed_int_vec_dt_ushort(size) short##size |
| #define signed_int_vec_dt_short(size) short##size |
| #define signed_int_vec_dt_half(size) short##size |
| #define signed_int_vec_dt_uint(size) int##size |
| #define signed_int_vec_dt_int(size) int##size |
| #define signed_int_vec_dt_float(size) int##size |
| #define signed_int_vec_dt_ulong(size) long##size |
| #define signed_int_vec_dt_long(size) long##size |
| |
| #define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size) |
| #define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size) |
| #define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1) |
| |
| #define sum_reduce_1(x) (x) |
| #define sum_reduce_2(x) ((x).s0) + ((x).s1) |
| #define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2) |
| #define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23) |
| #define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567) |
| #define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF) |
| |
| #define SUM_REDUCE_STR(x, size) sum_reduce_##size(x) |
| #define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size) |
| |
| #define prod_reduce_1(x) (x) |
| #define prod_reduce_2(x) ((x).s0) * ((x).s1) |
| #define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2) |
| #define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23) |
| #define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567) |
| #define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF) |
| |
| #define PROD_REDUCE_STR(x, size) prod_reduce_##size(x) |
| #define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size) |
| |
| #define max_reduce_1(x) (x) |
| #define max_reduce_2(x) max(((x).s0), ((x).s1)) |
| #define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2)) |
| #define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23)) |
| #define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567)) |
| #define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF)) |
| |
| #define MAX_REDUCE_STR(x, size) max_reduce_##size(x) |
| #define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size) |
| |
| #define VECTOR_DECLARATION(name) \ |
| __global uchar *name##_ptr, \ |
| uint name##_stride_x, \ |
| uint name##_step_x, \ |
| uint name##_offset_first_element_in_bytes |
| |
| #define IMAGE_DECLARATION(name) \ |
| __global uchar *name##_ptr, \ |
| uint name##_stride_x, \ |
| uint name##_step_x, \ |
| uint name##_stride_y, \ |
| uint name##_step_y, \ |
| uint name##_offset_first_element_in_bytes |
| |
| #define TENSOR3D_DECLARATION(name) \ |
| __global uchar *name##_ptr, \ |
| uint name##_stride_x, \ |
| uint name##_step_x, \ |
| uint name##_stride_y, \ |
| uint name##_step_y, \ |
| uint name##_stride_z, \ |
| uint name##_step_z, \ |
| uint name##_offset_first_element_in_bytes |
| |
| #define TENSOR4D_DECLARATION(name) \ |
| __global uchar *name##_ptr, \ |
| uint name##_stride_x, \ |
| uint name##_step_x, \ |
| uint name##_stride_y, \ |
| uint name##_step_y, \ |
| uint name##_stride_z, \ |
| uint name##_step_z, \ |
| uint name##_stride_w, \ |
| uint name##_step_w, \ |
| uint name##_offset_first_element_in_bytes |
| |
| #define TENSOR5D_DECLARATION(name) \ |
| __global uchar *name##_ptr, \ |
| uint name##_stride_x, \ |
| uint name##_step_x, \ |
| uint name##_stride_y, \ |
| uint name##_step_y, \ |
| uint name##_stride_z, \ |
| uint name##_step_z, \ |
| uint name##_stride_w, \ |
| uint name##_step_w, \ |
| uint name##_stride_v, \ |
| uint name##_step_v, \ |
| uint name##_offset_first_element_in_bytes |
| |
| #define CONVERT_TO_VECTOR_STRUCT(name) \ |
| update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x) |
| |
| #define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \ |
| update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0) |
| |
| #define CONVERT_TO_IMAGE_STRUCT(name) \ |
| update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y) |
| |
| #define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \ |
| update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0) |
| |
| #define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ |
| update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, name##_stride_z, name##_step_z) |
| |
| #define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \ |
| update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, name##_step_z) |
| |
| #define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ |
| update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, name##_stride_z, name##_step_z) |
| |
| #define CONVERT_TO_TENSOR3D_STRUCT(name) \ |
| update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ |
| name##_stride_z, name##_step_z) |
| |
| #define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \ |
| update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0) |
| |
| #define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size) \ |
| update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ |
| name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size) |
| |
| #define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \ |
| update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0, name##_stride_w, 0, mod_size) |
| |
| #define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name) \ |
| tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ |
| name##_stride_z, name##_step_z) |
| |
| |
| typedef struct Vector |
| { |
| __global uchar *ptr; |
| int offset_first_element_in_bytes; |
| int stride_x; |
| } Vector; |
| |
| |
| typedef struct Image |
| { |
| __global uchar *ptr; |
| int offset_first_element_in_bytes; |
| int stride_x; |
| int stride_y; |
| } Image; |
| |
| |
| typedef struct Tensor3D |
| { |
| __global uchar *ptr; |
| int offset_first_element_in_bytes; |
| int stride_x; |
| int stride_y; |
| int stride_z; |
| } Tensor3D; |
| |
| |
| typedef struct Tensor4D |
| { |
| __global uchar *ptr; |
| int offset_first_element_in_bytes; |
| int stride_x; |
| int stride_y; |
| int stride_z; |
| int stride_w; |
| } Tensor4D; |
| |
| |
| inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x) |
| { |
| Vector vector = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| }; |
| vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x; |
| return vector; |
| } |
| |
| |
| inline Image update_image_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y) |
| { |
| Image img = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| .stride_y = stride_y |
| }; |
| img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y; |
| return img; |
| } |
| |
| |
| inline Image update_image_from_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z) |
| { |
| Image img = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| .stride_y = stride_y |
| }; |
| img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + get_global_id(2) * step_z; |
| return img; |
| } |
| |
| |
| inline Tensor3D update_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z) |
| { |
| Tensor3D tensor = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| .stride_y = stride_y, |
| .stride_z = stride_z |
| }; |
| tensor.ptr += tensor.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + get_global_id(2) * step_z; |
| return tensor; |
| } |
| |
| |
| inline Tensor3D tensor3D_ptr_no_update(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z) |
| { |
| Tensor3D tensor = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| .stride_y = stride_y, |
| .stride_z = stride_z |
| }; |
| return tensor; |
| } |
| |
| inline Tensor4D update_tensor4D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z, uint stride_w, |
| uint step_w, |
| uint mod_size) |
| { |
| Tensor4D tensor = |
| { |
| .ptr = ptr, |
| .offset_first_element_in_bytes = offset_first_element_in_bytes, |
| .stride_x = stride_x, |
| .stride_y = stride_y, |
| .stride_z = stride_z, |
| .stride_w = stride_w |
| }; |
| |
| tensor.ptr += tensor.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + (get_global_id(2) % mod_size) * step_z + (get_global_id(2) / mod_size) * step_w; |
| return tensor; |
| } |
| |
| |
| inline __global const uchar *vector_offset(const Vector *vec, int x) |
| { |
| return vec->ptr + x * vec->stride_x; |
| } |
| |
| |
| inline __global uchar *offset(const Image *img, int x, int y) |
| { |
| return img->ptr + x * img->stride_x + y * img->stride_y; |
| } |
| |
| |
| inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z) |
| { |
| return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z; |
| } |
| |
| |
| inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w) |
| { |
| return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w; |
| } |
| |
| |
| inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index) |
| { |
| uint num_elements = width * height; |
| |
| const uint z = index / num_elements; |
| |
| index %= num_elements; |
| |
| const uint y = index / width; |
| |
| index %= width; |
| |
| const uint x = index; |
| |
| return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes; |
| } |
| |
| #endif |
| |
| #define OUTPUT_ROW_2x2_7x7(out, tmp) \ |
| ({ \ |
| out.s0 = -tmp.s0 / 36.f; \ |
| out.s1 = (tmp.s0 - tmp.s1 + tmp.s2 - tmp.s3 + tmp.s4 - tmp.s5 + tmp.s6) / 48.f; \ |
| out.s2 = (tmp.s0 + tmp.s1 + tmp.s2 + tmp.s3 + tmp.s4 + tmp.s5 + tmp.s6) / 48.f; \ |
| out.s3 = (-tmp.s0 + 2.f * tmp.s1 - 4.f * tmp.s2 + 8.f * tmp.s3 - 16.f * tmp.s4 + 32.f * tmp.s5 - 64.f * tmp.s6) / 120.f; \ |
| out.s4 = (-tmp.s0 - 2.f * tmp.s1 - 4.f * tmp.s2 - 8.f * tmp.s3 - 16.f * tmp.s4 - 32.f * tmp.s5 - 64.f * tmp.s6) / 120.f; \ |
| out.s5 = (tmp.s0 - 3.f * tmp.s1 + 9.f * tmp.s2 - 27.f * tmp.s3 + 81.f * tmp.s4 - 243.f * tmp.s5 + 729.f * tmp.s6) / 720.f; \ |
| out.s6 = (tmp.s0 + 3.f * tmp.s1 + 9.f * tmp.s2 + 27.f * tmp.s3 + 81.f * tmp.s4 + 243.f * tmp.s5 + 729.f * tmp.s6) / 720.f; \ |
| out.s7 = tmp.s6; \ |
| }) |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_4X4_3X3_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_4X1_3X1_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_1X4_1X3_NHWC) |
| |
| __kernel void winograd_filter_transform_4x4_3x3_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| Tensor4D src = CONVERT_TO_TENSOR4D_STRUCT(src, SRC_DIM_Z); |
| |
| const __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + get_global_id(0) * src_step_x + get_global_id(1) * src_step_y + get_global_id(2) * src_step_w; |
| |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z)); |
| #else |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z + 2 * src_stride_y)); |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) |
| DATA_TYPE w10 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w11 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w12 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w20 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w21 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w22 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 2 * src_stride_y)); |
| #endif |
| #endif |
| |
| |
| DATA_TYPE out00, out01, out02, out03, out04, out05; |
| out00 = (w00) / 16.f; |
| out01 = (-w00 - w01 - w02) / 24.f; |
| out02 = (-w00 + w01 - w02) / 24.f; |
| out03 = (w00 + 2.f * w01 + 4.f * w02) / 96.f; |
| out04 = (w00 - 2.f * w01 + 4.f * w02) / 96.f; |
| out05 = (w02) / 4.f; |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| |
| DATA_TYPE out10, out11, out12, out13, out14, out15; |
| out10 = (-w00 - w10 - w20) / 24.f; |
| out11 = (w00 + w10 + w20 + w01 + w11 + w21 + w02 + w12 + w22) / 36.f; |
| out12 = (w00 + w10 + w20 - w01 - w11 - w21 + w02 + w12 + w22) / 36.f; |
| out13 = (-w00 - w10 - w20 + 2.f * (-w01 - w11 - w21) + 4.f * (-w02 - w12 - w22)) / 144.f; |
| out14 = (-w00 - w10 - w20 + 2.f * (w01 + w11 + w21) + 4.f * (-w02 - w12 - w22)) / 144.f; |
| out15 = (-w02 - w12 - w22) / 6.f; |
| |
| |
| DATA_TYPE out20, out21, out22, out23, out24, out25; |
| out20 = (-w00 + w10 - w20) / 24.f; |
| out21 = (w00 - w10 + w20 + w01 - w11 + w21 + w02 - w12 + w22) / 36.f; |
| out22 = (w00 - w10 + w20 - w01 + w11 - w21 + w02 - w12 + w22) / 36.f; |
| out23 = (-w00 + w10 - w20 + 2.f * (-w01 + w11 - w21) + 4.f * (-w02 + w12 - w22)) / 144.f; |
| out24 = (-w00 + w10 - w20 + 2.f * (w01 - w11 + w21) + 4.f * (-w02 + w12 - w22)) / 144.f; |
| out25 = (-w02 + w12 - w22) / 6.f; |
| |
| |
| DATA_TYPE out30, out31, out32, out33, out34, out35; |
| out30 = (w00 + 2.f * w10 + 4.f * w20) / 96.f; |
| out31 = (-w00 - 2.f * w10 - 4.f * w20 - w01 - 2.f * w11 - 4.f * w21 - w02 - 2.f * w12 - 4.f * w22) / 144.f; |
| out32 = (-w00 - 2.f * w10 - 4.f * w20 + w01 + 2.f * w11 + 4.f * w21 - w02 - 2.f * w12 - 4.f * w22) / 144.f; |
| out33 = ((w00 + 2.f * w10 + 4.f * w20) + 2.f * (w01 + 2.f * w11 + 4.f * w21) + 4.f * (w02 + 2.f * w12 + 4.f * w22)) / 576.f; |
| out34 = ((w00 + 2.f * w10 + 4.f * w20) + 2.f * (-w01 - 2.f * w11 - 4.f * w21) + 4.f * (w02 + 2.f * w12 + 4.f * w22)) / 576.f; |
| out35 = (w02 + 2.f * w12 + 4.f * w22) / 24.f; |
| |
| |
| DATA_TYPE out40, out41, out42, out43, out44, out45; |
| out40 = (w00 - 2.f * w10 + 4.f * w20) / 96.f; |
| out41 = (-w00 + 2.f * w10 - 4.f * w20 - w01 + 2.f * w11 - 4.f * w21 - w02 + 2.f * w12 - 4.f * w22) / 144.f; |
| out42 = (-w00 + 2.f * w10 - 4.f * w20 + w01 - 2.f * w11 + 4.f * w21 - w02 + 2.f * w12 - 4.f * w22) / 144.f; |
| out43 = ((w00 - 2.f * w10 + 4.f * w20) + 2.f * (w01 - 2.f * w11 + 4.f * w21) + 4.f * (w02 - 2.f * w12 + 4.f * w22)) / 576.f; |
| out44 = ((w00 - 2.f * w10 + 4.f * w20) + 2.f * (-w01 + 2.f * w11 - 4.f * w21) + 4.f * (w02 - 2.f * w12 + 4.f * w22)) / 576.f; |
| out45 = (w02 - 2.f * w12 + 4.f * w22) / 24.f; |
| |
| |
| DATA_TYPE out50, out51, out52, out53, out54, out55; |
| out50 = (w20) / 4.f; |
| out51 = (-w20 - w21 - w22) / 6.f; |
| out52 = (-w20 + w21 - w22) / 6.f; |
| out53 = (w20 + 2.f * w21 + 4.f * w22) / 24.f; |
| out54 = (w20 - 2.f * w21 + 4.f * w22) / 24.f; |
| out55 = (w22); |
| #endif |
| |
| int x0 = get_global_id(2); |
| int y0 = get_global_id(0); |
| |
| |
| __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x0 * sizeof(DATA_TYPE) + y0 * dst_stride_y; |
| |
| |
| |
| |
| *(__global DATA_TYPE *)(dst_addr + 0 * dst_stride_z) = out00; |
| *(__global DATA_TYPE *)(dst_addr + 1 * dst_stride_z) = out01; |
| *(__global DATA_TYPE *)(dst_addr + 2 * dst_stride_z) = out02; |
| *(__global DATA_TYPE *)(dst_addr + 3 * dst_stride_z) = out03; |
| *(__global DATA_TYPE *)(dst_addr + 4 * dst_stride_z) = out04; |
| *(__global DATA_TYPE *)(dst_addr + 5 * dst_stride_z) = out05; |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| *(__global DATA_TYPE *)(dst_addr + 6 * dst_stride_z) = out10; |
| *(__global DATA_TYPE *)(dst_addr + 7 * dst_stride_z) = out11; |
| *(__global DATA_TYPE *)(dst_addr + 8 * dst_stride_z) = out12; |
| *(__global DATA_TYPE *)(dst_addr + 9 * dst_stride_z) = out13; |
| *(__global DATA_TYPE *)(dst_addr + 10 * dst_stride_z) = out14; |
| *(__global DATA_TYPE *)(dst_addr + 11 * dst_stride_z) = out15; |
| *(__global DATA_TYPE *)(dst_addr + 12 * dst_stride_z) = out20; |
| *(__global DATA_TYPE *)(dst_addr + 13 * dst_stride_z) = out21; |
| *(__global DATA_TYPE *)(dst_addr + 14 * dst_stride_z) = out22; |
| *(__global DATA_TYPE *)(dst_addr + 15 * dst_stride_z) = out23; |
| *(__global DATA_TYPE *)(dst_addr + 16 * dst_stride_z) = out24; |
| *(__global DATA_TYPE *)(dst_addr + 17 * dst_stride_z) = out25; |
| *(__global DATA_TYPE *)(dst_addr + 18 * dst_stride_z) = out30; |
| *(__global DATA_TYPE *)(dst_addr + 19 * dst_stride_z) = out31; |
| *(__global DATA_TYPE *)(dst_addr + 20 * dst_stride_z) = out32; |
| *(__global DATA_TYPE *)(dst_addr + 21 * dst_stride_z) = out33; |
| *(__global DATA_TYPE *)(dst_addr + 22 * dst_stride_z) = out34; |
| *(__global DATA_TYPE *)(dst_addr + 23 * dst_stride_z) = out35; |
| *(__global DATA_TYPE *)(dst_addr + 24 * dst_stride_z) = out40; |
| *(__global DATA_TYPE *)(dst_addr + 25 * dst_stride_z) = out41; |
| *(__global DATA_TYPE *)(dst_addr + 26 * dst_stride_z) = out42; |
| *(__global DATA_TYPE *)(dst_addr + 27 * dst_stride_z) = out43; |
| *(__global DATA_TYPE *)(dst_addr + 28 * dst_stride_z) = out44; |
| *(__global DATA_TYPE *)(dst_addr + 29 * dst_stride_z) = out45; |
| *(__global DATA_TYPE *)(dst_addr + 30 * dst_stride_z) = out50; |
| *(__global DATA_TYPE *)(dst_addr + 31 * dst_stride_z) = out51; |
| *(__global DATA_TYPE *)(dst_addr + 32 * dst_stride_z) = out52; |
| *(__global DATA_TYPE *)(dst_addr + 33 * dst_stride_z) = out53; |
| *(__global DATA_TYPE *)(dst_addr + 34 * dst_stride_z) = out54; |
| *(__global DATA_TYPE *)(dst_addr + 35 * dst_stride_z) = out55; |
| #endif |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_4X4_5X5_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_4X1_5X1_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_1X4_1X5_NHWC) |
| |
| __kernel void winograd_filter_transform_4x4_5x5_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| Tensor4D src = CONVERT_TO_TENSOR4D_STRUCT(src, SRC_DIM_Z); |
| |
| const __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + get_global_id(0) * sizeof(DATA_TYPE) + get_global_id(1) * src_step_y + get_global_id(2) * src_step_w; |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z)); |
| DATA_TYPE w03 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z)); |
| DATA_TYPE w04 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z)); |
| #else |
| |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_y)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_y)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_y)); |
| DATA_TYPE w03 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_y)); |
| DATA_TYPE w04 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_y)); |
| #endif |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| DATA_TYPE w10 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w11 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w12 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w13 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w14 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w20 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w21 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w22 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w23 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w24 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w30 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w31 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w32 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w33 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w34 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w40 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w41 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w42 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w43 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w44 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 4 * src_stride_y)); |
| #endif |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out0 = 0.0f; |
| out0.s0 = w00; |
| out0.s1 = -2.f * (w00 + w01 + w02 + w03 + w04) / 9.f; |
| out0.s2 = -2.f * (w00 - w01 + w02 - w03 + w04) / 9.f; |
| out0.s3 = (w00 + 2.f * w01 + 4.f * w02 + 8.f * w03 + 16.f * w04) / 90.f; |
| out0.s4 = (w00 - 2.f * w01 + 4.f * w02 - 8.f * w03 + 16.f * w04) / 90.f; |
| out0.s5 = (16.f * w00 + 8.f * w01 + 4.f * w02 + 2.f * w03 + w04) / 180.f; |
| out0.s6 = (16.f * w00 - 8.f * w01 + 4.f * w02 - 2.f * w03 + w04) / 180.f; |
| out0.s7 = w04; |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out1 = 0.0f; |
| out1.s0 = -2.f * (w00 + w10 + w20 + w30 + w40) / 9.f; |
| out1.s1 = 4.f * ((w00 + w10 + w20 + w30 + w40) + (w01 + w11 + w21 + w31 + w41) + (w02 + w12 + w22 + w32 + w42) + (w03 + w13 + w23 + w33 + w43) + (w04 + w14 + w24 + w34 + w44)) / 81.f; |
| out1.s2 = 4.f * ((w00 + w10 + w20 + w30 + w40) - (w01 + w11 + w21 + w31 + w41) + (w02 + w12 + w22 + w32 + w42) - (w03 + w13 + w23 + w33 + w43) + (w04 + w14 + w24 + w34 + w44)) / 81.f; |
| out1.s3 = -((w00 + w10 + w20 + w30 + w40) + 2.f * (w01 + w11 + w21 + w31 + w41) + 4.f * (w02 + w12 + w22 + w32 + w42) + 8.f * (w03 + w13 + w23 + w33 + w43) + 16.f * |
| (w04 + w14 + w24 + w34 + w44)) / 405.f; |
| out1.s4 = -((w00 + w10 + w20 + w30 + w40) - 2.f * (w01 + w11 + w21 + w31 + w41) + 4.f * (w02 + w12 + w22 + w32 + w42) - 8.f * (w03 + w13 + w23 + w33 + w43) + 16.f * |
| (w04 + w14 + w24 + w34 + w44)) / 405.f; |
| out1.s5 = -(16.f * (w00 + w10 + w20 + w30 + w40) + 8.f * (w01 + w11 + w21 + w31 + w41) + 4.f * (w02 + w12 + w22 + w32 + w42) + 2.f * (w03 + w13 + w23 + w33 + w43) + |
| (w04 + w14 + w24 + w34 + w44)) / 810.f; |
| out1.s6 = -(16.f * (w00 + w10 + w20 + w30 + w40) - 8.f * (w01 + w11 + w21 + w31 + w41) + 4.f * (w02 + w12 + w22 + w32 + w42) - 2.f * (w03 + w13 + w23 + w33 + w43) + |
| (w04 + w14 + w24 + w34 + w44)) / 810.f; |
| out1.s7 = -2.f * (w04 + w14 + w24 + w34 + w44) / 9.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out2 = 0.0f; |
| out2.s0 = -2.f * (w00 - w10 + w20 - w30 + w40) / 9.f; |
| out2.s1 = 4.f * ((w00 - w10 + w20 - w30 + w40) + (w01 - w11 + w21 - w31 + w41) + (w02 - w12 + w22 - w32 + w42) + (w03 - w13 + w23 - w33 + w43) + (w04 - w14 + w24 - w34 + w44)) / 81.f; |
| out2.s2 = 4.f * ((w00 - w10 + w20 - w30 + w40) - (w01 - w11 + w21 - w31 + w41) + (w02 - w12 + w22 - w32 + w42) - (w03 - w13 + w23 - w33 + w43) + (w04 - w14 + w24 - w34 + w44)) / 81.f; |
| out2.s3 = -((w00 - w10 + w20 - w30 + w40) + 2.f * (w01 - w11 + w21 - w31 + w41) + 4.f * (w02 - w12 + w22 - w32 + w42) + 8.f * (w03 - w13 + w23 - w33 + w43) + 16.f * |
| (w04 - w14 + w24 - w34 + w44)) / 405.f; |
| out2.s4 = -((w00 - w10 + w20 - w30 + w40) - 2.f * (w01 - w11 + w21 - w31 + w41) + 4.f * (w02 - w12 + w22 - w32 + w42) - 8.f * (w03 - w13 + w23 - w33 + w43) + 16.f * |
| (w04 - w14 + w24 - w34 + w44)) / 405.f; |
| out2.s5 = -(16.f * (w00 - w10 + w20 - w30 + w40) + 8.f * (w01 - w11 + w21 - w31 + w41) + 4.f * (w02 - w12 + w22 - w32 + w42) + 2.f * (w03 - w13 + w23 - w33 + w43) + |
| (w04 - w14 + w24 - w34 + w44)) / 810.f; |
| out2.s6 = -(16.f * (w00 - w10 + w20 - w30 + w40) - 8.f * (w01 - w11 + w21 - w31 + w41) + 4.f * (w02 - w12 + w22 - w32 + w42) - 2.f * (w03 - w13 + w23 - w33 + w43) + |
| (w04 - w14 + w24 - w34 + w44)) / 810.f; |
| out2.s7 = -2.f * (w04 - w14 + w24 - w34 + w44) / 9.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out3 = 0.0f; |
| out3.s0 = (w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) / 90.f; |
| out3.s1 = -((w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) + (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) + |
| (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 405.f; |
| out3.s2 = -((w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) - (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) - |
| (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 405.f; |
| out3.s3 = ((w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) + 2.f * (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + 4.f * (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) + 8.f |
| * (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + 16.f * (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 8100.f; |
| out3.s4 = ((w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) - 2.f * (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + 4.f * (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) - 8.f |
| * (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + 16.f * (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 8100.f; |
| out3.s5 = (16.f * (w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) + 8.f * (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + 4.f * |
| (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) + 2.f * (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 16200.f; |
| out3.s6 = (16.f * (w00 + 2.f * w10 + 4.f * w20 + 8.f * w30 + 16.f * w40) - 8.f * (w01 + 2.f * w11 + 4.f * w21 + 8.f * w31 + 16.f * w41) + 4.f * |
| (w02 + 2.f * w12 + 4.f * w22 + 8.f * w32 + 16.f * w42) - 2.f * (w03 + 2.f * w13 + 4.f * w23 + 8.f * w33 + 16.f * w43) + (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44)) / 16200.f; |
| out3.s7 = (w04 + 2.f * w14 + 4.f * w24 + 8.f * w34 + 16.f * w44) / 90.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out4 = 0.0f; |
| out4.s0 = (w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) / 90.f; |
| out4.s1 = -((w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) + (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) + |
| (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 405.f; |
| out4.s2 = -((w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) - (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) - |
| (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 405.f; |
| out4.s3 = ((w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) + 2.f * (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + 4.f * (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) + 8.f |
| * (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + 16.f * (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 8100.f; |
| out4.s4 = ((w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) - 2.f * (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + 4.f * (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) - 8.f |
| * (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + 16.f * (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 8100.f; |
| out4.s5 = (16.f * (w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) + 8.f * (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + 4.f * |
| (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) + 2.f * (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 16200.f; |
| out4.s6 = (16.f * (w00 - 2.f * w10 + 4.f * w20 - 8.f * w30 + 16.f * w40) - 8.f * (w01 - 2.f * w11 + 4.f * w21 - 8.f * w31 + 16.f * w41) + 4.f * |
| (w02 - 2.f * w12 + 4.f * w22 - 8.f * w32 + 16.f * w42) - 2.f * (w03 - 2.f * w13 + 4.f * w23 - 8.f * w33 + 16.f * w43) + (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44)) / 16200.f; |
| out4.s7 = (w04 - 2.f * w14 + 4.f * w24 - 8.f * w34 + 16.f * w44) / 90.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out5 = 0.0f; |
| out5.s0 = (16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) / 180.f; |
| out5.s1 = -((16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) + (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) + |
| (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 810.f; |
| out5.s2 = -((16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) - (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) - |
| (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 810.f; |
| out5.s3 = ((16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) + 2.f * (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + 4.f * (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) + 8.f |
| * (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + 16.f * (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 16200.f; |
| out5.s4 = ((16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) - 2.f * (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + 4.f * (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) - 8.f |
| * (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + 16.f * (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 16200.f; |
| out5.s5 = (16.f * (16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) + 8.f * (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + 4.f * |
| (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) + 2.f * (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 32400.f; |
| out5.s6 = (16.f * (16.f * w00 + 8.f * w10 + 4.f * w20 + 2.f * w30 + w40) - 8.f * (16.f * w01 + 8.f * w11 + 4.f * w21 + 2.f * w31 + w41) + 4.f * |
| (16.f * w02 + 8.f * w12 + 4.f * w22 + 2.f * w32 + w42) - 2.f * (16.f * w03 + 8.f * w13 + 4.f * w23 + 2.f * w33 + w43) + (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44)) / 32400.f; |
| out5.s7 = (16.f * w04 + 8.f * w14 + 4.f * w24 + 2.f * w34 + w44) / 180.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out6 = 0.0f; |
| out6.s0 = (16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) / 180.f; |
| out6.s1 = -((16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) + (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) + |
| (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 810.f; |
| out6.s2 = -((16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) - (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) - |
| (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 810.f; |
| out6.s3 = ((16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) + 2.f * (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + 4.f * (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) + 8.f |
| * (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + 16.f * (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 16200.f; |
| out6.s4 = ((16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) - 2.f * (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + 4.f * (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) - 8.f |
| * (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + 16.f * (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 16200.f; |
| out6.s5 = (16.f * (16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) + 8.f * (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + 4.f * |
| (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) + 2.f * (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 32400.f; |
| out6.s6 = (16.f * (16.f * w00 - 8.f * w10 + 4.f * w20 - 2.f * w30 + w40) - 8.f * (16.f * w01 - 8.f * w11 + 4.f * w21 - 2.f * w31 + w41) + 4.f * |
| (16.f * w02 - 8.f * w12 + 4.f * w22 - 2.f * w32 + w42) - 2.f * (16.f * w03 - 8.f * w13 + 4.f * w23 - 2.f * w33 + w43) + (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44)) / 32400.f; |
| out6.s7 = (16.f * w04 - 8.f * w14 + 4.f * w24 - 2.f * w34 + w44) / 180.f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out7 = 0.0f; |
| out7.s0 = w40; |
| out7.s1 = -2.f * (w40 + w41 + w42 + w43 + w44) / 9.f; |
| out7.s2 = -2.f * (w40 - w41 + w42 - w43 + w44) / 9.f; |
| out7.s3 = (w40 + 2.f * w41 + 4.f * w42 + 8.f * w43 + 16.f * w44) / 90.f; |
| out7.s4 = (w40 - 2.f * w41 + 4.f * w42 - 8.f * w43 + 16.f * w44) / 90.f; |
| out7.s5 = (16.f * w40 + 8.f * w41 + 4.f * w42 + 2.f * w43 + w44) / 180.f; |
| out7.s6 = (16.f * w40 - 8.f * w41 + 4.f * w42 - 2.f * w43 + w44) / 180.f; |
| out7.s7 = w44; |
| #endif |
| |
| int x0 = get_global_id(2); |
| int y0 = get_global_id(0); |
| |
| |
| __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x0 * sizeof(DATA_TYPE) + y0 * dst_stride_y; |
| |
| |
| *(__global DATA_TYPE *)(dst_addr + 0 * dst_stride_z) = out0.s0; |
| *(__global DATA_TYPE *)(dst_addr + 1 * dst_stride_z) = out0.s1; |
| *(__global DATA_TYPE *)(dst_addr + 2 * dst_stride_z) = out0.s2; |
| *(__global DATA_TYPE *)(dst_addr + 3 * dst_stride_z) = out0.s3; |
| *(__global DATA_TYPE *)(dst_addr + 4 * dst_stride_z) = out0.s4; |
| *(__global DATA_TYPE *)(dst_addr + 5 * dst_stride_z) = out0.s5; |
| *(__global DATA_TYPE *)(dst_addr + 6 * dst_stride_z) = out0.s6; |
| *(__global DATA_TYPE *)(dst_addr + 7 * dst_stride_z) = out0.s7; |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| *(__global DATA_TYPE *)(dst_addr + 8 * dst_stride_z) = out1.s0; |
| *(__global DATA_TYPE *)(dst_addr + 9 * dst_stride_z) = out1.s1; |
| *(__global DATA_TYPE *)(dst_addr + 10 * dst_stride_z) = out1.s2; |
| *(__global DATA_TYPE *)(dst_addr + 11 * dst_stride_z) = out1.s3; |
| *(__global DATA_TYPE *)(dst_addr + 12 * dst_stride_z) = out1.s4; |
| *(__global DATA_TYPE *)(dst_addr + 13 * dst_stride_z) = out1.s5; |
| *(__global DATA_TYPE *)(dst_addr + 14 * dst_stride_z) = out1.s6; |
| *(__global DATA_TYPE *)(dst_addr + 15 * dst_stride_z) = out1.s7; |
| *(__global DATA_TYPE *)(dst_addr + 16 * dst_stride_z) = out2.s0; |
| *(__global DATA_TYPE *)(dst_addr + 17 * dst_stride_z) = out2.s1; |
| *(__global DATA_TYPE *)(dst_addr + 18 * dst_stride_z) = out2.s2; |
| *(__global DATA_TYPE *)(dst_addr + 19 * dst_stride_z) = out2.s3; |
| *(__global DATA_TYPE *)(dst_addr + 20 * dst_stride_z) = out2.s4; |
| *(__global DATA_TYPE *)(dst_addr + 21 * dst_stride_z) = out2.s5; |
| *(__global DATA_TYPE *)(dst_addr + 22 * dst_stride_z) = out2.s6; |
| *(__global DATA_TYPE *)(dst_addr + 23 * dst_stride_z) = out2.s7; |
| *(__global DATA_TYPE *)(dst_addr + 24 * dst_stride_z) = out3.s0; |
| *(__global DATA_TYPE *)(dst_addr + 25 * dst_stride_z) = out3.s1; |
| *(__global DATA_TYPE *)(dst_addr + 26 * dst_stride_z) = out3.s2; |
| *(__global DATA_TYPE *)(dst_addr + 27 * dst_stride_z) = out3.s3; |
| *(__global DATA_TYPE *)(dst_addr + 28 * dst_stride_z) = out3.s4; |
| *(__global DATA_TYPE *)(dst_addr + 29 * dst_stride_z) = out3.s5; |
| *(__global DATA_TYPE *)(dst_addr + 30 * dst_stride_z) = out3.s6; |
| *(__global DATA_TYPE *)(dst_addr + 31 * dst_stride_z) = out3.s7; |
| *(__global DATA_TYPE *)(dst_addr + 32 * dst_stride_z) = out4.s0; |
| *(__global DATA_TYPE *)(dst_addr + 33 * dst_stride_z) = out4.s1; |
| *(__global DATA_TYPE *)(dst_addr + 34 * dst_stride_z) = out4.s2; |
| *(__global DATA_TYPE *)(dst_addr + 35 * dst_stride_z) = out4.s3; |
| *(__global DATA_TYPE *)(dst_addr + 36 * dst_stride_z) = out4.s4; |
| *(__global DATA_TYPE *)(dst_addr + 37 * dst_stride_z) = out4.s5; |
| *(__global DATA_TYPE *)(dst_addr + 38 * dst_stride_z) = out4.s6; |
| *(__global DATA_TYPE *)(dst_addr + 39 * dst_stride_z) = out4.s7; |
| *(__global DATA_TYPE *)(dst_addr + 40 * dst_stride_z) = out5.s0; |
| *(__global DATA_TYPE *)(dst_addr + 41 * dst_stride_z) = out5.s1; |
| *(__global DATA_TYPE *)(dst_addr + 42 * dst_stride_z) = out5.s2; |
| *(__global DATA_TYPE *)(dst_addr + 43 * dst_stride_z) = out5.s3; |
| *(__global DATA_TYPE *)(dst_addr + 44 * dst_stride_z) = out5.s4; |
| *(__global DATA_TYPE *)(dst_addr + 45 * dst_stride_z) = out5.s5; |
| *(__global DATA_TYPE *)(dst_addr + 46 * dst_stride_z) = out5.s6; |
| *(__global DATA_TYPE *)(dst_addr + 47 * dst_stride_z) = out5.s7; |
| *(__global DATA_TYPE *)(dst_addr + 48 * dst_stride_z) = out6.s0; |
| *(__global DATA_TYPE *)(dst_addr + 49 * dst_stride_z) = out6.s1; |
| *(__global DATA_TYPE *)(dst_addr + 50 * dst_stride_z) = out6.s2; |
| *(__global DATA_TYPE *)(dst_addr + 51 * dst_stride_z) = out6.s3; |
| *(__global DATA_TYPE *)(dst_addr + 52 * dst_stride_z) = out6.s4; |
| *(__global DATA_TYPE *)(dst_addr + 53 * dst_stride_z) = out6.s5; |
| *(__global DATA_TYPE *)(dst_addr + 54 * dst_stride_z) = out6.s6; |
| *(__global DATA_TYPE *)(dst_addr + 55 * dst_stride_z) = out6.s7; |
| *(__global DATA_TYPE *)(dst_addr + 56 * dst_stride_z) = out7.s0; |
| *(__global DATA_TYPE *)(dst_addr + 57 * dst_stride_z) = out7.s1; |
| *(__global DATA_TYPE *)(dst_addr + 58 * dst_stride_z) = out7.s2; |
| *(__global DATA_TYPE *)(dst_addr + 59 * dst_stride_z) = out7.s3; |
| *(__global DATA_TYPE *)(dst_addr + 60 * dst_stride_z) = out7.s4; |
| *(__global DATA_TYPE *)(dst_addr + 61 * dst_stride_z) = out7.s5; |
| *(__global DATA_TYPE *)(dst_addr + 62 * dst_stride_z) = out7.s6; |
| *(__global DATA_TYPE *)(dst_addr + 63 * dst_stride_z) = out7.s7; |
| #endif |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_2X2_7X7_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_2X1_7X1_NHWC) || defined(WINOGRAD_FILTER_TRANSFORM_1X2_1X7_NHWC) |
| |
| |
| __kernel void winograd_filter_transform_2x2_7x7_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| Tensor4D src = CONVERT_TO_TENSOR4D_STRUCT(src, SRC_DIM_Z); |
| |
| const __global uchar *src_addr = src_ptr + src_offset_first_element_in_bytes + get_global_id(0) * sizeof(DATA_TYPE) + get_global_id(1) * src_step_y + get_global_id(2) * src_step_w; |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_z)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z)); |
| DATA_TYPE w03 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z)); |
| DATA_TYPE w04 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z)); |
| DATA_TYPE w05 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z)); |
| DATA_TYPE w06 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z)); |
| #else |
| |
| DATA_TYPE w00 = *((__global DATA_TYPE *)(src_addr + 0 * src_stride_y)); |
| DATA_TYPE w01 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_y)); |
| DATA_TYPE w02 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_y)); |
| DATA_TYPE w03 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_y)); |
| DATA_TYPE w04 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_y)); |
| DATA_TYPE w05 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_y)); |
| DATA_TYPE w06 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_y)); |
| #endif |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| DATA_TYPE w10 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w11 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w12 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w13 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w14 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w15 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w16 = *((__global DATA_TYPE *)(src_addr + 1 * src_stride_z + 6 * src_stride_y)); |
| |
| DATA_TYPE w20 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w21 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w22 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w23 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w24 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w25 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w26 = *((__global DATA_TYPE *)(src_addr + 2 * src_stride_z + 6 * src_stride_y)); |
| |
| DATA_TYPE w30 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w31 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w32 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w33 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w34 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w35 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w36 = *((__global DATA_TYPE *)(src_addr + 3 * src_stride_z + 6 * src_stride_y)); |
| |
| DATA_TYPE w40 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w41 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w42 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w43 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w44 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w45 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w46 = *((__global DATA_TYPE *)(src_addr + 4 * src_stride_z + 6 * src_stride_y)); |
| |
| DATA_TYPE w50 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w51 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w52 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w53 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w54 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w55 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w56 = *((__global DATA_TYPE *)(src_addr + 5 * src_stride_z + 6 * src_stride_y)); |
| |
| DATA_TYPE w60 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 0 * src_stride_y)); |
| DATA_TYPE w61 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 1 * src_stride_y)); |
| DATA_TYPE w62 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 2 * src_stride_y)); |
| DATA_TYPE w63 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 3 * src_stride_y)); |
| DATA_TYPE w64 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 4 * src_stride_y)); |
| DATA_TYPE w65 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 5 * src_stride_y)); |
| DATA_TYPE w66 = *((__global DATA_TYPE *)(src_addr + 6 * src_stride_z + 6 * src_stride_y)); |
| |
| #endif |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| tmp = 0.0f; |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out0 = 0.0f; |
| |
| out0.s0 = -w00 / 36.0f; |
| out0.s1 = (w00 - w01 + w02 - w03 + w04 - w05 + w06) / 48.f; |
| out0.s2 = (w00 + w01 + w02 + w03 + w04 + w05 + w06) / 48.f; |
| out0.s3 = (-w00 + 2.f * w01 - 4.f * w02 + 8.f * w03 - 16.f * w04 + 32.f * w05 - 64.f * w06) / 120.f; |
| out0.s4 = (-w00 - 2.f * w01 - 4.f * w02 - 8.f * w03 - 16.f * w04 - 32.f * w05 - 64.f * w06) / 120.f; |
| out0.s5 = (w00 - 3.f * w01 + 9.f * w02 - 27.f * w03 + 81.f * w04 - 243.f * w05 + 729.f * w06) / 720.f; |
| out0.s6 = (w00 + 3.f * w01 + 9.f * w02 + 27.f * w03 + 81.f * w04 + 243.f * w05 + 729.f * w06) / 720.f; |
| out0.s7 = w06; |
| |
| out0 /= (VEC_DATA_TYPE(DATA_TYPE, 8)) - 36.f; |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out1 = 0.0f; |
| |
| tmp.s0 = (w00 - w10 + w20 - w30 + w40 - w50 + w60) / 48.f; |
| tmp.s1 = (w01 - w11 + w21 - w31 + w41 - w51 + w61) / 48.f; |
| tmp.s2 = (w02 - w12 + w22 - w32 + w42 - w52 + w62) / 48.f; |
| tmp.s3 = (w03 - w13 + w23 - w33 + w43 - w53 + w63) / 48.f; |
| tmp.s4 = (w04 - w14 + w24 - w34 + w44 - w54 + w64) / 48.f; |
| tmp.s5 = (w05 - w15 + w25 - w35 + w45 - w55 + w65) / 48.f; |
| tmp.s6 = (w06 - w16 + w26 - w36 + w46 - w56 + w66) / 48.f; |
| |
| OUTPUT_ROW_2x2_7x7(out1, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out2 = 0.0f; |
| |
| tmp.s0 = (w00 + w10 + w20 + w30 + w40 + w50 + w60) / 48.f; |
| tmp.s1 = (w01 + w11 + w21 + w31 + w41 + w51 + w61) / 48.f; |
| tmp.s2 = (w02 + w12 + w22 + w32 + w42 + w52 + w62) / 48.f; |
| tmp.s3 = (w03 + w13 + w23 + w33 + w43 + w53 + w63) / 48.f; |
| tmp.s4 = (w04 + w14 + w24 + w34 + w44 + w54 + w64) / 48.f; |
| tmp.s5 = (w05 + w15 + w25 + w35 + w45 + w55 + w65) / 48.f; |
| tmp.s6 = (w06 + w16 + w26 + w36 + w46 + w56 + w66) / 48.f; |
| |
| OUTPUT_ROW_2x2_7x7(out2, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out3 = 0.0f; |
| |
| tmp.s0 = (-w00 + 2.f * w10 - 4.f * w20 + 8.f * w30 - 16.f * w40 + 32.f * w50 - 64.f * w60) / 120.f; |
| tmp.s1 = (-w01 + 2.f * w11 - 4.f * w21 + 8.f * w31 - 16.f * w41 + 32.f * w51 - 64.f * w61) / 120.f; |
| tmp.s2 = (-w02 + 2.f * w12 - 4.f * w22 + 8.f * w32 - 16.f * w42 + 32.f * w52 - 64.f * w62) / 120.f; |
| tmp.s3 = (-w03 + 2.f * w13 - 4.f * w23 + 8.f * w33 - 16.f * w43 + 32.f * w53 - 64.f * w63) / 120.f; |
| tmp.s4 = (-w04 + 2.f * w14 - 4.f * w24 + 8.f * w34 - 16.f * w44 + 32.f * w54 - 64.f * w64) / 120.f; |
| tmp.s5 = (-w05 + 2.f * w15 - 4.f * w25 + 8.f * w35 - 16.f * w45 + 32.f * w55 - 64.f * w65) / 120.f; |
| tmp.s6 = (-w06 + 2.f * w16 - 4.f * w26 + 8.f * w36 - 16.f * w46 + 32.f * w56 - 64.f * w66) / 120.f; |
| |
| OUTPUT_ROW_2x2_7x7(out3, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out4 = 0.0f; |
| |
| tmp.s0 = (-w00 - 2.f * w10 - 4.f * w20 - 8.f * w30 - 16.f * w40 - 32.f * w50 - 64.f * w60) / 120.f; |
| tmp.s1 = (-w01 - 2.f * w11 - 4.f * w21 - 8.f * w31 - 16.f * w41 - 32.f * w51 - 64.f * w61) / 120.f; |
| tmp.s2 = (-w02 - 2.f * w12 - 4.f * w22 - 8.f * w32 - 16.f * w42 - 32.f * w52 - 64.f * w62) / 120.f; |
| tmp.s3 = (-w03 - 2.f * w13 - 4.f * w23 - 8.f * w33 - 16.f * w43 - 32.f * w53 - 64.f * w63) / 120.f; |
| tmp.s4 = (-w04 - 2.f * w14 - 4.f * w24 - 8.f * w34 - 16.f * w44 - 32.f * w54 - 64.f * w64) / 120.f; |
| tmp.s5 = (-w05 - 2.f * w15 - 4.f * w25 - 8.f * w35 - 16.f * w45 - 32.f * w55 - 64.f * w65) / 120.f; |
| tmp.s6 = (-w06 - 2.f * w16 - 4.f * w26 - 8.f * w36 - 16.f * w46 - 32.f * w56 - 64.f * w66) / 120.f; |
| |
| OUTPUT_ROW_2x2_7x7(out4, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out5 = 0.0f; |
| |
| tmp.s0 = (w00 - 3.f * w10 + 9.f * w20 - 27.f * w30 + 81.f * w40 - 243.f * w50 + 729.f * w60) / 720.f; |
| tmp.s1 = (w01 - 3.f * w11 + 9.f * w21 - 27.f * w31 + 81.f * w41 - 243.f * w51 + 729.f * w61) / 720.f; |
| tmp.s2 = (w02 - 3.f * w12 + 9.f * w22 - 27.f * w32 + 81.f * w42 - 243.f * w52 + 729.f * w62) / 720.f; |
| tmp.s3 = (w03 - 3.f * w13 + 9.f * w23 - 27.f * w33 + 81.f * w43 - 243.f * w53 + 729.f * w63) / 720.f; |
| tmp.s4 = (w04 - 3.f * w14 + 9.f * w24 - 27.f * w34 + 81.f * w44 - 243.f * w54 + 729.f * w64) / 720.f; |
| tmp.s5 = (w05 - 3.f * w15 + 9.f * w25 - 27.f * w35 + 81.f * w45 - 243.f * w55 + 729.f * w65) / 720.f; |
| tmp.s6 = (w06 - 3.f * w16 + 9.f * w26 - 27.f * w36 + 81.f * w46 - 243.f * w56 + 729.f * w66) / 720.f; |
| |
| OUTPUT_ROW_2x2_7x7(out5, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out6 = 0.0f; |
| |
| tmp.s0 = (w00 + 3.f * w10 + 9.f * w20 + 27.f * w30 + 81.f * w40 + 243.f * w50 + 729.f * w60) / 720.f; |
| tmp.s1 = (w01 + 3.f * w11 + 9.f * w21 + 27.f * w31 + 81.f * w41 + 243.f * w51 + 729.f * w61) / 720.f; |
| tmp.s2 = (w02 + 3.f * w12 + 9.f * w22 + 27.f * w32 + 81.f * w42 + 243.f * w52 + 729.f * w62) / 720.f; |
| tmp.s3 = (w03 + 3.f * w13 + 9.f * w23 + 27.f * w33 + 81.f * w43 + 243.f * w53 + 729.f * w63) / 720.f; |
| tmp.s4 = (w04 + 3.f * w14 + 9.f * w24 + 27.f * w34 + 81.f * w44 + 243.f * w54 + 729.f * w64) / 720.f; |
| tmp.s5 = (w05 + 3.f * w15 + 9.f * w25 + 27.f * w35 + 81.f * w45 + 243.f * w55 + 729.f * w65) / 720.f; |
| tmp.s6 = (w06 + 3.f * w16 + 9.f * w26 + 27.f * w36 + 81.f * w46 + 243.f * w56 + 729.f * w66) / 720.f; |
| |
| OUTPUT_ROW_2x2_7x7(out6, tmp); |
| |
| |
| VEC_DATA_TYPE(DATA_TYPE, 8) |
| out7 = 0.0f; |
| |
| tmp.s0 = w60; |
| tmp.s1 = w61; |
| tmp.s2 = w62; |
| tmp.s3 = w63; |
| tmp.s4 = w64; |
| tmp.s5 = w65; |
| tmp.s6 = w66; |
| |
| OUTPUT_ROW_2x2_7x7(out7, tmp); |
| |
| #endif |
| |
| int x0 = get_global_id(2); |
| int y0 = get_global_id(0); |
| |
| |
| __global uchar *dst_addr = dst_ptr + dst_offset_first_element_in_bytes + x0 * sizeof(DATA_TYPE) + y0 * dst_stride_y; |
| |
| |
| *(__global DATA_TYPE *)(dst_addr + 0 * dst_stride_z) = out0.s0; |
| *(__global DATA_TYPE *)(dst_addr + 1 * dst_stride_z) = out0.s1; |
| *(__global DATA_TYPE *)(dst_addr + 2 * dst_stride_z) = out0.s2; |
| *(__global DATA_TYPE *)(dst_addr + 3 * dst_stride_z) = out0.s3; |
| *(__global DATA_TYPE *)(dst_addr + 4 * dst_stride_z) = out0.s4; |
| *(__global DATA_TYPE *)(dst_addr + 5 * dst_stride_z) = out0.s5; |
| *(__global DATA_TYPE *)(dst_addr + 6 * dst_stride_z) = out0.s6; |
| *(__global DATA_TYPE *)(dst_addr + 7 * dst_stride_z) = out0.s7; |
| |
| #if !defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) && !defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| *(__global DATA_TYPE *)(dst_addr + 8 * dst_stride_z) = out1.s0; |
| *(__global DATA_TYPE *)(dst_addr + 9 * dst_stride_z) = out1.s1; |
| *(__global DATA_TYPE *)(dst_addr + 10 * dst_stride_z) = out1.s2; |
| *(__global DATA_TYPE *)(dst_addr + 11 * dst_stride_z) = out1.s3; |
| *(__global DATA_TYPE *)(dst_addr + 12 * dst_stride_z) = out1.s4; |
| *(__global DATA_TYPE *)(dst_addr + 13 * dst_stride_z) = out1.s5; |
| *(__global DATA_TYPE *)(dst_addr + 14 * dst_stride_z) = out1.s6; |
| *(__global DATA_TYPE *)(dst_addr + 15 * dst_stride_z) = out1.s7; |
| *(__global DATA_TYPE *)(dst_addr + 16 * dst_stride_z) = out2.s0; |
| *(__global DATA_TYPE *)(dst_addr + 17 * dst_stride_z) = out2.s1; |
| *(__global DATA_TYPE *)(dst_addr + 18 * dst_stride_z) = out2.s2; |
| *(__global DATA_TYPE *)(dst_addr + 19 * dst_stride_z) = out2.s3; |
| *(__global DATA_TYPE *)(dst_addr + 20 * dst_stride_z) = out2.s4; |
| *(__global DATA_TYPE *)(dst_addr + 21 * dst_stride_z) = out2.s5; |
| *(__global DATA_TYPE *)(dst_addr + 22 * dst_stride_z) = out2.s6; |
| *(__global DATA_TYPE *)(dst_addr + 23 * dst_stride_z) = out2.s7; |
| *(__global DATA_TYPE *)(dst_addr + 24 * dst_stride_z) = out3.s0; |
| *(__global DATA_TYPE *)(dst_addr + 25 * dst_stride_z) = out3.s1; |
| *(__global DATA_TYPE *)(dst_addr + 26 * dst_stride_z) = out3.s2; |
| *(__global DATA_TYPE *)(dst_addr + 27 * dst_stride_z) = out3.s3; |
| *(__global DATA_TYPE *)(dst_addr + 28 * dst_stride_z) = out3.s4; |
| *(__global DATA_TYPE *)(dst_addr + 29 * dst_stride_z) = out3.s5; |
| *(__global DATA_TYPE *)(dst_addr + 30 * dst_stride_z) = out3.s6; |
| *(__global DATA_TYPE *)(dst_addr + 31 * dst_stride_z) = out3.s7; |
| *(__global DATA_TYPE *)(dst_addr + 32 * dst_stride_z) = out4.s0; |
| *(__global DATA_TYPE *)(dst_addr + 33 * dst_stride_z) = out4.s1; |
| *(__global DATA_TYPE *)(dst_addr + 34 * dst_stride_z) = out4.s2; |
| *(__global DATA_TYPE *)(dst_addr + 35 * dst_stride_z) = out4.s3; |
| *(__global DATA_TYPE *)(dst_addr + 36 * dst_stride_z) = out4.s4; |
| *(__global DATA_TYPE *)(dst_addr + 37 * dst_stride_z) = out4.s5; |
| *(__global DATA_TYPE *)(dst_addr + 38 * dst_stride_z) = out4.s6; |
| *(__global DATA_TYPE *)(dst_addr + 39 * dst_stride_z) = out4.s7; |
| *(__global DATA_TYPE *)(dst_addr + 40 * dst_stride_z) = out5.s0; |
| *(__global DATA_TYPE *)(dst_addr + 41 * dst_stride_z) = out5.s1; |
| *(__global DATA_TYPE *)(dst_addr + 42 * dst_stride_z) = out5.s2; |
| *(__global DATA_TYPE *)(dst_addr + 43 * dst_stride_z) = out5.s3; |
| *(__global DATA_TYPE *)(dst_addr + 44 * dst_stride_z) = out5.s4; |
| *(__global DATA_TYPE *)(dst_addr + 45 * dst_stride_z) = out5.s5; |
| *(__global DATA_TYPE *)(dst_addr + 46 * dst_stride_z) = out5.s6; |
| *(__global DATA_TYPE *)(dst_addr + 47 * dst_stride_z) = out5.s7; |
| *(__global DATA_TYPE *)(dst_addr + 48 * dst_stride_z) = out6.s0; |
| *(__global DATA_TYPE *)(dst_addr + 49 * dst_stride_z) = out6.s1; |
| *(__global DATA_TYPE *)(dst_addr + 50 * dst_stride_z) = out6.s2; |
| *(__global DATA_TYPE *)(dst_addr + 51 * dst_stride_z) = out6.s3; |
| *(__global DATA_TYPE *)(dst_addr + 52 * dst_stride_z) = out6.s4; |
| *(__global DATA_TYPE *)(dst_addr + 53 * dst_stride_z) = out6.s5; |
| *(__global DATA_TYPE *)(dst_addr + 54 * dst_stride_z) = out6.s6; |
| *(__global DATA_TYPE *)(dst_addr + 55 * dst_stride_z) = out6.s7; |
| *(__global DATA_TYPE *)(dst_addr + 56 * dst_stride_z) = out7.s0; |
| *(__global DATA_TYPE *)(dst_addr + 57 * dst_stride_z) = out7.s1; |
| *(__global DATA_TYPE *)(dst_addr + 58 * dst_stride_z) = out7.s2; |
| *(__global DATA_TYPE *)(dst_addr + 59 * dst_stride_z) = out7.s3; |
| *(__global DATA_TYPE *)(dst_addr + 60 * dst_stride_z) = out7.s4; |
| *(__global DATA_TYPE *)(dst_addr + 61 * dst_stride_z) = out7.s5; |
| *(__global DATA_TYPE *)(dst_addr + 62 * dst_stride_z) = out7.s6; |
| *(__global DATA_TYPE *)(dst_addr + 63 * dst_stride_z) = out7.s7; |
| #endif |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_HORIZONTAL) |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_4X1_3X1_NHWC) |
| |
| __kernel void winograd_filter_transform_4x1_3x1_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_4x4_3x3_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_4X1_5X1_NHWC) |
| |
| __kernel void winograd_filter_transform_4x1_5x1_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_4x4_5x5_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_2X1_7X1_NHWC) |
| |
| __kernel void winograd_filter_transform_2x1_7x1_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_2x2_7x7_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_VERTICAL) |
| #if defined(WINOGRAD_FILTER_TRANSFORM_1X4_1X3_NHWC) |
| |
| __kernel void winograd_filter_transform_1x4_1x3_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_4x4_3x3_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_1X4_1X5_NHWC) |
| |
| __kernel void winograd_filter_transform_1x4_1x5_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_4x4_5x5_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| |
| #if defined(WINOGRAD_FILTER_TRANSFORM_1X2_1X7_NHWC) |
| |
| __kernel void winograd_filter_transform_1x2_1x7_nhwc( |
| TENSOR4D_DECLARATION(src), |
| TENSOR3D_DECLARATION(dst), |
| const int SRC_DIM_Z) |
| { |
| winograd_filter_transform_2x2_7x7_nhwc(src_ptr, |
| src_stride_x, |
| src_step_x, |
| src_stride_y, |
| src_step_y, |
| src_stride_z, |
| src_step_z, |
| src_stride_w, |
| src_step_w, |
| src_offset_first_element_in_bytes, |
| dst_ptr, |
| dst_stride_x, |
| dst_step_x, |
| dst_stride_y, |
| dst_step_y, |
| dst_stride_z, |
| dst_step_z, |
| dst_offset_first_element_in_bytes, |
| SRC_DIM_Z); |
| } |
| #endif |
| #endif )" |
