diff options
Diffstat (limited to 'src/core/CL/cl_kernels/tile_helpers.h')
| -rw-r--r-- | src/core/CL/cl_kernels/tile_helpers.h | 59 |
1 files changed, 40 insertions, 19 deletions
diff --git a/src/core/CL/cl_kernels/tile_helpers.h b/src/core/CL/cl_kernels/tile_helpers.h index 19241cf219..b72430c026 100644 --- a/src/core/CL/cl_kernels/tile_helpers.h +++ b/src/core/CL/cl_kernels/tile_helpers.h @@ -160,7 +160,7 @@ #define V_LOAD_STR(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y) V_LOAD_##TENSOR_TYPE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) #define V_LOAD_BUFFER(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) \ VLOAD(WIDTH) \ - (0, (__global DATA_TYPE *)(TENSOR##_ptr + (X) * sizeof(DATA_TYPE) + (Y)*STRIDE_Y)) + (0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (Y)*STRIDE_Y)) #define V_LOAD_IMAGE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) READ_IMAGE2D(DATA_TYPE, CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(WIDTH), TENSOR##_img, (X) / 4, (Y)) /** Load a tile from global memory (tensor) @@ -223,24 +223,24 @@ * @param[in] src Input tile * @param[in] indirect_y Indirect Y index tile */ -#define T_STORE_INDIRECT_WIDTH_SELECT(DATA_TYPE, HEIGHT, WIDTH0, WIDTH1, TENSOR_TYPE, TENSOR, X, STRIDE_Y, WIDTH1_CONDITION, src, indirect_y) \ - ({ \ - if(WIDTH1_CONDITION) \ - { \ - LOOP_UNROLLING(int, _i, 0, HEIGHT, 1) \ - { \ - VSTORE_PARTIAL(WIDTH0, WIDTH1) \ - (src[HEIGHT - 1 - _i].v, 0, (__global DATA_TYPE *)(TENSOR##_ptr + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ - } \ - } \ - else \ - { \ - LOOP_UNROLLING(int, _i, 0, HEIGHT, 1) \ - { \ - VSTORE(WIDTH0) \ - (src[HEIGHT - 1 - _i].v, 0, (__global DATA_TYPE *)(TENSOR##_ptr + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ - } \ - } \ +#define T_STORE_INDIRECT_WIDTH_SELECT(DATA_TYPE, HEIGHT, WIDTH0, WIDTH1, TENSOR_TYPE, TENSOR, X, STRIDE_Y, WIDTH1_CONDITION, src, indirect_y) \ + ({ \ + if(WIDTH1_CONDITION) \ + { \ + LOOP_UNROLLING(int, _i, 0, HEIGHT, 1) \ + { \ + VSTORE_PARTIAL(WIDTH0, WIDTH1) \ + (src[HEIGHT - 1 - _i].v, 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ + } \ + } \ + else \ + { \ + LOOP_UNROLLING(int, _i, 0, HEIGHT, 1) \ + { \ + VSTORE(WIDTH0) \ + (src[HEIGHT - 1 - _i].v, 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ + } \ + } \ }) /** Offset correction for the QASYMM8 computation @@ -330,6 +330,27 @@ } \ }) +/** Element-wise activation + * + * @note Performs: activation(LHS) = DST + * + * @param[in] DATA_TYPE SRC/DST data type + * @param[in] M0 Number of SRC/DST rows + * @param[in] N0 Number of SRC/DST columns + * @param[in] ACTIVATION_TYPE Activation type + * @param[in] A_VAL A value used for the activation (e.g. tanh_op, brelu,..) + * @param[in] B_VAL B value used for the activation (e.g. tanh_op, brelu,..) + * @param[out] src SRC tile + * @param[out] dst DST tile + */ +#define T_ACTIVATION(DATA_TYPE, M0, N0, ACTIVATION_TYPE, A_VAL, B_VAL, src, dst) \ + ({ \ + LOOP_UNROLLING(int, _m0, 0, M0, 1) \ + { \ + dst[_m0].v = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, N0, src[_m0].v, A_VAL, B_VAL); \ + } \ + }) + /** Element-wise addition with a constant value * * @note Performs: LHS + constant = DST |