| /* |
| * Copyright (c) 2019-2020 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #include "activation_float_helpers.h" |
| #include "helpers.h" |
| |
| /** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| * @name LOAD_ROW_n |
| * |
| * @param[in] N0 The number of rows to load |
| * @param[in] DATA_TYPE The data type of variables |
| * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| * @param[in] PTR The base pointer |
| * @param[in] OFFSET The offset within a row |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @param[in] Z The z-axis offset vector |
| * @{ |
| */ |
| #define LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##0 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y + Z##0)); |
| |
| #define LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##1 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y + Z##1)); |
| |
| #define LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##2 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y + Z##2)); |
| |
| #define LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##3 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y + Z##3)); |
| |
| #define LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##4 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y + Z##4)); |
| |
| #define LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##5 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y + Z##5)); |
| |
| #define LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##6 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y + Z##6)); |
| |
| #define LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##7 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y + Z##7)); |
| |
| #define LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##8 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y + Z##8)); |
| |
| #define LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##9 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y + Z##9)); |
| |
| #define LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##A = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y + Z##A)); |
| |
| #define LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##B = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y + Z##B)); |
| |
| #define LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##C = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y + Z##C)); |
| |
| #define LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##D = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y + Z##D)); |
| |
| #define LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##E = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y + Z##E)); |
| |
| #define LOAD_ROW_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##F = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y + Z##F)); |
| |
| /** @}*/ // end of group LOAD_ROW_n |
| |
| /** Load Blocks (consecutive rows and columns) with Z offset. |
| * @name LOAD_BLOCK |
| * |
| * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16 |
| * The data to load is expected to have consecutive names for each row. |
| * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| * The Z offset is expected to have consecutive names. |
| * E.g., for M0=3, and Z=zin, the expected Z offsets are zin0, zin1 and zin2. |
| * |
| * @param[in] M0 The number of consecutive rows |
| * @param[in] N0 The number of consecutive columns |
| * @param[in] DATA_TYPE The data type of the target |
| * @param[in] BASENAME The basename of the result variables |
| * @param[in] PTR The base pointer for the data |
| * @param[in] OFFSET The offset within a row |
| * @param[in] STRIDE_Y The stride in y-axis direction |
| * @param[in] Z The z-axis offset vector |
| * @{ |
| */ |
| #define LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) |
| #define LOAD_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) |
| /** @} */ // end of group LOAD_BLOCK |
| |
| /** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| * @name LOAD_TEXTURE2D_ROW_n |
| * |
| * @param[in] N0 The number of pixels to read |
| * @param[in] DATA_TYPE The data type of variables |
| * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| * @param[in] IMG The 2D OpenCL image object |
| * @param[in] X_COORD The x coordinate for the top-left pixel |
| * @param[in] Y_COORD The y coordinate for the top-left pixel |
| * @param[in] X_STEP_ROW The incremental step row for the x coordinate (in pixels) |
| * @param[in] Y_STEP_ROW The incremental step row for the y coordinate (in pixels) |
| * @{ |
| */ |
| #define LOAD_TEXTURE2D_ROW_1(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##0 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 0 * X_STEP_ROW), (Y_COORD + 0 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_2(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_1(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##1 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 1 * X_STEP_ROW), (Y_COORD + 1 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_3(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_2(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##2 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 2 * X_STEP_ROW), (Y_COORD + 2 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_4(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_3(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##3 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 3 * X_STEP_ROW), (Y_COORD + 3 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_5(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_4(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##4 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 4 * X_STEP_ROW), (Y_COORD + 4 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_6(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_5(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##5 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 5 * X_STEP_ROW), (Y_COORD + 5 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_7(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_6(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##6 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 6 * X_STEP_ROW), (Y_COORD + 6 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_8(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_7(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##7 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 7 * X_STEP_ROW), (Y_COORD + 7 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_9(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_8(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##8 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 8 * X_STEP_ROW), (Y_COORD + 8 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_10(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_9(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##9 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 9 * X_STEP_ROW), (Y_COORD + 9 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_11(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_10(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##A = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 10 * X_STEP_ROW), (Y_COORD + 10 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_12(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_11(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##B = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 11 * X_STEP_ROW), (Y_COORD + 11 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_13(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_12(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##C = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 12 * X_STEP_ROW), (Y_COORD + 12 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_14(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_13(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##D = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 13 * X_STEP_ROW), (Y_COORD + 13 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_15(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_14(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##E = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 14 * X_STEP_ROW), (Y_COORD + 14 * Y_STEP_ROW)) |
| |
| #define LOAD_TEXTURE2D_ROW_16(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| LOAD_TEXTURE2D_ROW_15(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| BASENAME##F = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 15 * X_STEP_ROW), (Y_COORD + 15 * Y_STEP_ROW)) |
| /** @} */ // end of group LOAD_TEXTURE2D_ROW_n |
| |
| /** Load a 2D texture in unit of pixel. A pixel is made of 4 floating point values |
| * @name LOAD_TEXTURE2D |
| * |
| * Supported cases are M0=1,2,3,...,16 and N0=1 |
| * The data to load is expected to have consecutive names for each row. |
| * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| * |
| * @param[in] M0 The number of consecutive rows |
| * @param[in] N0 The number of consecutive pixels. Only 1, 2 and 4 are supported |
| * @param[in] DATA_TYPE The data type of the target |
| * @param[in] BASENAME The basename of the result variables |
| * @param[in] IMG The 2D OpenCL image object |
| * @param[in] X_COORD The x coordinate for the top-left pixel |
| * @param[in] Y_COORD The y coordinate for the top-left pixel |
| * @param[in] X_STEP_ROW The incremental step row for the x coordinate (in pixels) |
| * @param[in] Y_STEP_ROW The incremental step row for the y coordinate (in pixels) |
| * @{ |
| */ |
| #define LOAD_TEXTURE2D_STR(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) LOAD_TEXTURE2D_ROW_##M0(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) |
| #define LOAD_TEXTURE2D(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) LOAD_TEXTURE2D_STR(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) |
| /** @} */ // end of group LOAD_TEXTURE2D |
| |
| /** Loads the elements from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| * @name LOAD_ELEMENT_n |
| * |
| * @param[in] N0 The number of rows to load |
| * @param[in] DATA_TYPE The data type of variables |
| * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| * @param[in] PTR The base pointer |
| * @param[in] OFFSET The offset within a row |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @{ |
| */ |
| #define LOAD_ELEMENT_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##0 = *((__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##1 = *((__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##2 = *((__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##3 = *((__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##4 = *((__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##5 = *((__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##6 = *((__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##7 = *((__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##8 = *((__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##9 = *((__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##A = *((__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##B = *((__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##C = *((__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##D = *((__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##E = *((__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y)); |
| |
| #define LOAD_ELEMENT_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| LOAD_ELEMENT_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| BASENAME##F = *((__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y)); |
| |
| /** @}*/ // end of group LOAD_ELEMENT_n |
| |
| /** Load Scalar as Vector (consecutive elements). |
| * @name LOAD_SCALAR_AS_VECTOR |
| * |
| * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16 |
| * The data to load is expected to have consecutive names for each row. |
| * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| * |
| * @param[in] M0 The number of consecutive rows |
| * @param[in] N0 The number of consecutive columns |
| * @param[in] DATA_TYPE The data type of the target |
| * @param[in] BASENAME The basename of the result variables |
| * @param[in] PTR The base pointer for the data |
| * @param[in] OFFSET The offset within a row |
| * @param[in] STRIDE_Y The stride in y-axis direction |
| * @{ |
| */ |
| #define LOAD_SCALAR_AS_VECTOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) LOAD_ELEMENT_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) |
| #define LOAD_SCALAR_AS_VECTOR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) LOAD_SCALAR_AS_VECTOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) |
| /** @} */ // end of group LOAD_SCALAR_AS_VECTOR |
| |
| /** Basic macros to calculate Z offset values from Z0 to Zn-1 |
| * @name CALCULATE_Z_OFFSET_n |
| * |
| * @param[in] M0 The number of offset values to calculate |
| * @param[in] DATA_TYPE The data type of the results |
| * @param[in] Z The basename of the result variables |
| * @param[in] Y The work-itme ID of y-axis |
| * @param[in] HEIGHT_GEMM3D The height of GEMM3D |
| * @param[in] DEPTH_GEMM3D The depth of GEMM3D |
| * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * |
| * @{ |
| */ |
| #define CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##0 = (0 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##0 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##0); \ |
| Z##0 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##1 = (1 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##1 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##1); \ |
| Z##1 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##2 = (2 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##2 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##2); \ |
| Z##2 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##3 = (3 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##3 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##3); \ |
| Z##3 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##4 = (4 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##4 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##4); \ |
| Z##4 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##5 = (5 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##5 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##5); \ |
| Z##5 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##6 = (6 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##6 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##6); \ |
| Z##6 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| #define CALCULATE_Z_OFFSET_8(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| Z##7 = (7 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
| Z##7 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##7); \ |
| Z##7 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| |
| /** @} */ // end of group CALCULATE_Z_OFFSET_n |
| |
| /** Calculate Z offset values from Z0 to Zn-1 |
| * @name CALCULATE_Z_OFFSET |
| * |
| * The Z offsets are expected to have consecutive names. |
| * E.g., for M0=3 and Z=zin, the expected names of Z offsets are zin1, zin2, zin3. |
| * Note that, CROSS_PLANE_PAD (cross plain padding) is required to take into account |
| * the possible cross plane paddings in case of the plance changes across the z-dimension. |
| * |
| * <!-- |
| * | | |
| * | plane0 | |
| * | | |
| * |__________________| |
| * |******************| |
| * | cross_plane_pad | |
| * |******************| |
| * | | |
| * | plane1 | |
| * | | |
| * |__________________| |
| * --> |
| * |
| * @param[in] M0 The number of offset values to calculate |
| * @param[in] DATA_TYPE The data type of the results |
| * @param[in] Z The basename of the result variables |
| * @param[in] Y The work-itme ID of y-axis |
| * @param[in] HEIGHT_GEMM3D The height of GEMM3D |
| * @param[in] DEPTH_GEMM3D The depth of GEMM3D |
| * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @{ |
| */ |
| #define CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_##M0(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) |
| #define CALCULATE_Z_OFFSET(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) |
| /** @} */ // end of group CALCULATE_Z_OFFSET |
| |
| /** Store the 0 to (n-1)th rows of the given variables |
| * @name STORE_ROW_n |
| * |
| * @param[in] N0 The size of the vectors |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] PTR The base pointer |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @param[in] Z The offset in z-axis direction |
| * @{ |
| */ |
| #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)); |
| /** @} */ // end of groupd STORE_ROW_n |
| |
| /** Convert and store the 0th to (n-1)th rows of the given variables |
| * @name CONVERT_STORE_ROW_n |
| * |
| * @param[in] N0 The size of the vectors |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] PTR The base pointer |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @param[in] Z The offset in z-axis direction |
| * @{ |
| */ |
| #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)); |
| |
| /** @} */ // end of groupd CONVERT_STORE_ROW_n |
| |
| /** Store a block of the given size M0xN0 |
| * @name STORE_BLOCK |
| * |
| * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16. |
| * The data to store is expected to have consecutive names for each row. |
| * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2. |
| * The Z offset is expected to have consecutive names. |
| * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2. |
| * |
| * @param[in] M0 The number of rows to store |
| * @param[in] N0 The size of each vector |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] PTR The base pointer |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @param[in] Z The offset in z-axis direction |
| * @{ |
| */ |
| #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) |
| /** @} */ // end of group STORE_BLOCK |
| |
| /** Convert and store a block of the given size M0xN0 |
| * @name CONVERT_STORE_BLOCK |
| * |
| * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16. |
| * The data to store is expected to have consecutive names for each row. |
| * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2. |
| * The Z offset is expected to have consecutive names. |
| * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2. |
| * |
| * @param[in] M0 The number of rows to store |
| * @param[in] N0 The size of each vector |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] PTR The base pointer |
| * @param[in] STRIDE_Y The stride value in y-axis direction |
| * @param[in] Z The offset in z-axis direction |
| * @{ |
| */ |
| #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) |
| /** @} */ // end of group CONVERT_STORE_BLOCK |
| |
| /** Scale the rows in the given variables (BASENAME0 to BASENAMEn-1) |
| * @name SCALE_ROW_n |
| * |
| * @param[in] DATA_TYPE The data type of the variables |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] SCALE The scale factor |
| * @{ |
| */ |
| #define SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##0 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##1 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##2 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##3 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##4 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##5 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##6 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##7 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##8 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##9 *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##A *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##B *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##C *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##D *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##E *= (DATA_TYPE)SCALE; |
| |
| #define SCALE_ROW_16(DATA_TYPE, BASENAME, SCALE) \ |
| SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \ |
| BASENAME##F *= (DATA_TYPE)SCALE; |
| /** @} */ // end of group SCALE_ROW_n |
| |
| /** Scale elements stored in a block (BASENAME) |
| * @name SCALE_BLOCK |
| * |
| * Supported cases are N=1,2,3,...,16 |
| * |
| * @param[in] N The number of rows in the block |
| * @param[in] DATA_TYPE The data type of the block |
| * @param[in] BASENAME The basename of the block |
| * @param[in] SCALE The scale factor |
| * @{ |
| */ |
| #define SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) SCALE_ROW_##N(DATA_TYPE, BASENAME, SCALE) |
| #define SCALE_BLOCK(N, DATA_TYPE, BASENAME, SCALE) SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) |
| /** @} */ // end of group SCALE_BLOCK |
| |
| /** Create a new vector containing the values at the given index for a set of given vectors |
| * @name COLUMN_VECTORn |
| * |
| * @param[in] IDX_COL The index value |
| * @param[in] BASENAME The basename of the destination vectors |
| * @param[in] X The basename of the source vectors |
| * @param[in] TYPE The data type of the destination vectors |
| * @{ |
| */ |
| #define COLUMN_VECTOR1(IDX_COL, BASENAME, X, TYPE) \ |
| TYPE BASENAME##IDX_COL = (TYPE)((X##0).s##IDX_COL); |
| #define COLUMN_VECTOR2(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 2) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 2))((X##0).s##IDX_COL, (X##1).s##IDX_COL); |
| #define COLUMN_VECTOR3(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 3) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 3))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL); |
| #define COLUMN_VECTOR4(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 4) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 4))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL); |
| #define COLUMN_VECTOR8(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 8) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 8))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL); |
| #define COLUMN_VECTOR16(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 16) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 16))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL, (X##8).s##IDX_COL, (X##9).s##IDX_COL, (X##A).s##IDX_COL, (X##B).s##IDX_COL, (X##C).s##IDX_COL, (X##D).s##IDX_COL, (X##E).s##IDX_COL, (X##F).s##IDX_COL); |
| /** @} */ // end of group COLUMN_VECTORn |
| |
| /** Create a new vector containing the values at the given index. Utility macros for transposing a colum-vector |
| * @name COLUMN_VECTOR_SCALARn |
| * |
| * @param[in] IDX_COL The index value |
| * @param[in] BASENAME The basename of the destination vectors |
| * @param[in] X The basename of the source vectors |
| * @param[in] TYPE The data type of the destination vectors |
| * @{ |
| */ |
| #define COLUMN_VECTOR_SCALAR1(IDX_COL, BASENAME, X, TYPE) \ |
| TYPE BASENAME##IDX_COL = (TYPE)((X##0)); |
| #define COLUMN_VECTOR_SCALAR2(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 2) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 2))((X##0), (X##1)); |
| #define COLUMN_VECTOR_SCALAR3(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 3) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 3))((X##0), (X##1), (X##2)); |
| #define COLUMN_VECTOR_SCALAR4(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 4) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 4))((X##0), (X##1), (X##2), (X##3)); |
| #define COLUMN_VECTOR_SCALAR8(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 8) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 8))((X##0), (X##1), (X##2), (X##3), (X##4), (X##5), (X##6), (X##7)); |
| #define COLUMN_VECTOR_SCALAR16(IDX_COL, BASENAME, X, TYPE) \ |
| VEC_DATA_TYPE(TYPE, 16) \ |
| BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 16))((X##0), (X##1), (X##2), (X##3), (X##4), (X##5), (X##6), (X##7), (X##8), (X##9), (X##A), (X##B), (X##C), (X##D), (X##E), (X##F)); |
| /** @} */ // end of group COLUMN_VECTORn |
| |
| /** Create transposed vectors of the given vectors |
| * @name TRANSPOSE_K0Xn |
| * |
| * @param[in] K0 The size of the source vectors |
| * @param[in] BASENAME The basename of transposed vectors |
| * @param[in] B The basename of source vectors for transposition |
| * @param[in] TYPE The data type of the transposed vectors |
| * @{ |
| */ |
| #define TRANSPOSE_K0X1(K0, BASENAME, B, TYPE) \ |
| COLUMN_VECTOR_SCALAR(K0, 0, BASENAME, B, TYPE); |
| #define TRANSPOSE_K0X2(K0, BASENAME, B, TYPE) \ |
| COLUMN_VECTOR(K0, 0, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 1, BASENAME, B, TYPE); |
| #define TRANSPOSE_K0X3(K0, BASENAME, B, TYPE) \ |
| TRANSPOSE_K0X2(K0, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 2, BASENAME, B, TYPE); |
| #define TRANSPOSE_K0X4(K0, BASENAME, B, TYPE) \ |
| TRANSPOSE_K0X3(K0, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 3, BASENAME, B, TYPE); |
| #define TRANSPOSE_K0X8(K0, BASENAME, B, TYPE) \ |
| TRANSPOSE_K0X4(K0, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 4, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 5, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 6, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 7, BASENAME, B, TYPE); |
| #define TRANSPOSE_K0X16(K0, BASENAME, B, TYPE) \ |
| TRANSPOSE_K0X8(K0, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 8, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, 9, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, A, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, B, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, C, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, D, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, E, BASENAME, B, TYPE); \ |
| COLUMN_VECTOR(K0, F, BASENAME, B, TYPE); |
| |
| /** @} */ // end of group TRANSPOSE_K0Xn |
| |
| /** Create column vectors to contain the values at the given index for a set of given vectors |
| * |
| * @param[in] K0 The number of source vectors |
| * @param[in] IDX_COL The index value |
| * @param[in] BASENAME The basename of the destination vectors |
| * @param[in] B The basename of the source vectors |
| * @param[in] TYPE The data type of the destination vectors |
| */ |
| #define COLUMN_VECTOR(K0, IDX_COL, BASENAME, B, TYPE) \ |
| CONCAT(COLUMN_VECTOR, K0) \ |
| (IDX_COL, BASENAME, B, TYPE); |
| |
| /** Create column vectors to contain the values at the given index. Utility macro for transposing a column-vector |
| * |
| * @param[in] K0 The number of source vectors |
| * @param[in] IDX_COL The index value |
| * @param[in] BASENAME The basename of the destination vectors |
| * @param[in] B The basename of the source vectors |
| * @param[in] TYPE The data type of the destination vectors |
| */ |
| #define COLUMN_VECTOR_SCALAR(K0, IDX_COL, BASENAME, B, TYPE) \ |
| CONCAT(COLUMN_VECTOR_SCALAR, K0) \ |
| (IDX_COL, BASENAME, B, TYPE); |
| |
| /** Create transposed vectors form the given source vectors |
| * |
| * @param[in] K0 The size of source vectors |
| * @param[in] N0 The number of source vectors |
| * @param[in] BASENAME The basename of transposed vectors |
| * @param[in] B The basename of source vectors for transposition |
| * @param[in] TYPE The data type of the transposed vectors |
| * |
| */ |
| #define TRANSPOSE_K0XN0(K0, N0, BASENAME, B, TYPE) \ |
| CONCAT(TRANSPOSE_K0X, N0) \ |
| (K0, BASENAME, B, TYPE); |
| |
| /** Add the variables (BIAS0 to BIASn-1) to the others (BASENAME0 to BASENAMEn-1) |
| * @name ADD_ROW_n |
| * |
| * @param[in] BASENAME The basename of the destination variables |
| * @param[in] BIAS The basename of the added variables |
| * @{ |
| */ |
| #define ADD_ROW_1(BASENAME, BIAS) \ |
| BASENAME##0 += BIAS##0; |
| |
| #define ADD_ROW_2(BASENAME, BIAS) \ |
| ADD_ROW_1(BASENAME, BIAS) \ |
| BASENAME##1 += BIAS##1; |
| |
| #define ADD_ROW_3(BASENAME, BIAS) \ |
| ADD_ROW_2(BASENAME, BIAS) \ |
| BASENAME##2 += BIAS##2; |
| |
| #define ADD_ROW_4(BASENAME, BIAS) \ |
| ADD_ROW_3(BASENAME, BIAS) \ |
| BASENAME##3 += BIAS##3; |
| |
| #define ADD_ROW_5(BASENAME, BIAS) \ |
| ADD_ROW_4(BASENAME, BIAS) \ |
| BASENAME##4 += BIAS##4; |
| |
| #define ADD_ROW_6(BASENAME, BIAS) \ |
| ADD_ROW_5(BASENAME, BIAS) \ |
| BASENAME##5 += BIAS##5; |
| |
| #define ADD_ROW_7(BASENAME, BIAS) \ |
| ADD_ROW_6(BASENAME, BIAS) \ |
| BASENAME##6 += BIAS##6; |
| |
| #define ADD_ROW_8(BASENAME, BIAS) \ |
| ADD_ROW_7(BASENAME, BIAS) \ |
| BASENAME##7 += BIAS##7; |
| |
| #define ADD_ROW_9(BASENAME, BIAS) \ |
| ADD_ROW_8(BASENAME, BIAS) \ |
| BASENAME##8 += BIAS##8; |
| |
| #define ADD_ROW_10(BASENAME, BIAS) \ |
| ADD_ROW_9(BASENAME, BIAS) \ |
| BASENAME##9 += BIAS##9; |
| |
| #define ADD_ROW_11(BASENAME, BIAS) \ |
| ADD_ROW_10(BASENAME, BIAS) \ |
| BASENAME##A += BIAS##A; |
| |
| #define ADD_ROW_12(BASENAME, BIAS) \ |
| ADD_ROW_11(BASENAME, BIAS) \ |
| BASENAME##B += BIAS##B; |
| |
| #define ADD_ROW_13(BASENAME, BIAS) \ |
| ADD_ROW_12(BASENAME, BIAS) \ |
| BASENAME##C += BIAS##C; |
| |
| #define ADD_ROW_14(BASENAME, BIAS) \ |
| ADD_ROW_13(BASENAME, BIAS) \ |
| BASENAME##D += BIAS##D; |
| |
| #define ADD_ROW_15(BASENAME, BIAS) \ |
| ADD_ROW_14(BASENAME, BIAS) \ |
| BASENAME##E += BIAS##E; |
| |
| #define ADD_ROW_16(BASENAME, BIAS) \ |
| ADD_ROW_15(BASENAME, BIAS) \ |
| BASENAME##F += BIAS##F; |
| |
| /** @} */ // end of group ADD_ROW_n |
| |
| /** Add the block (BIAS) to another block (BASENAME) |
| * @name ADD_BLOCK |
| * |
| * Supported cases are N=1,2,3,...,16 |
| * |
| * @param[in] N The number of vectors in the block |
| * @param[in] BASENAME The basename of the destination variables |
| * @param[in] BIAS The basename of the added variables |
| * @{ |
| */ |
| #define ADD_BLOCK_STR(N, BASENAME, BIAS) ADD_ROW_##N(BASENAME, BIAS) |
| #define ADD_BLOCK(N, BASENAME, BIAS) ADD_BLOCK_STR(N, BASENAME, BIAS) |
| /** @} */ // end of group ADD_BLOCK |
| |
| /** Broadcast (add single value) to the each element of the destination variables |
| * @name ADD_ROW_BROADCAST_n |
| * |
| * @param[in] BASENAME The basename of the destination variables |
| * @param[in] BIAS The variable containing the value to add |
| * @{ |
| */ |
| #define ADD_ROW_BROADCAST_1(BASENAME, BIAS) \ |
| BASENAME##0 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_2(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_1(BASENAME, BIAS) \ |
| BASENAME##1 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_3(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_2(BASENAME, BIAS) \ |
| BASENAME##2 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_4(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_3(BASENAME, BIAS) \ |
| BASENAME##3 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_5(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_4(BASENAME, BIAS) \ |
| BASENAME##4 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_6(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_5(BASENAME, BIAS) \ |
| BASENAME##5 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_7(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_6(BASENAME, BIAS) \ |
| BASENAME##6 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_8(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_7(BASENAME, BIAS) \ |
| BASENAME##7 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_9(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_8(BASENAME, BIAS) \ |
| BASENAME##8 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_10(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_9(BASENAME, BIAS) \ |
| BASENAME##9 += BIAS; |
| |
| #define ADD_ROW_BROADCAST_11(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_10(BASENAME, BIAS) \ |
| BASENAME##A += BIAS; |
| |
| #define ADD_ROW_BROADCAST_12(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_11(BASENAME, BIAS) \ |
| BASENAME##B += BIAS; |
| |
| #define ADD_ROW_BROADCAST_13(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_12(BASENAME, BIAS) \ |
| BASENAME##C += BIAS; |
| |
| #define ADD_ROW_BROADCAST_14(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_13(BASENAME, BIAS) \ |
| BASENAME##D += BIAS; |
| |
| #define ADD_ROW_BROADCAST_15(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_14(BASENAME, BIAS) \ |
| BASENAME##E += BIAS; |
| |
| #define ADD_ROW_BROADCAST_16(BASENAME, BIAS) \ |
| ADD_ROW_BROADCAST_15(BASENAME, BIAS) \ |
| BASENAME##F += BIAS; |
| |
| /** Broadcast (add a value) to the each element of the destination block (BASENAME) |
| * @name ADD_BLOCK_BROADCAST |
| * |
| * Supported cases are N=1,2,3,...,16. |
| * |
| * @param[in] N The number of vectors in the block |
| * @param[in] BASENAME The basename of the destination variables |
| * @param[in] BIAS The variable containing the value to add |
| * @{ |
| */ |
| #define ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) ADD_ROW_BROADCAST_##N(BASENAME, BIAS) |
| #define ADD_BLOCK_BROADCAST(N, BASENAME, BIAS) ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) |
| /** @} */ // end of group ADD_BLOCK_BROADCAST |
| |
| /** Apply activation to the given variables |
| * @name ACTIVATION_ROW_n |
| * |
| * @param[in] ACTIVATION_TYPE The type of the activation |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] A_VAL Additional value required by the activation |
| * @param[in] B_VAL Additional value required by the activation |
| * @{ |
| */ |
| #define ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##0, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##1 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##1, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##2 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##2, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##3 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##3, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##4 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##4, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##5 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##5, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##6 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##6, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##7 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##7, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##8 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##8, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##9 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##9, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##A = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##A, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##B = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##B, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##C = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##C, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##D = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##D, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##E = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##E, A_VAL, B_VAL); |
| |
| #define ACTIVATION_ROW_16(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \ |
| BASENAME##F = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##F, A_VAL, B_VAL); |
| /** @} */ // end of group ACTIVATION_ROW_n |
| |
| /** Apply activation to a block (BASENAME) |
| * @name ACTIVATION_BLOCK |
| * |
| * Supported cases are N=1,2,3,...,16. |
| * |
| * @param[in] N The number of vectors in the block |
| * @param[in] ACTIVATION_TYPE The type of the activation |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME The basename of the variables |
| * @param[in] A_VAL Additional value required by the activation |
| * @param[in] B_VAL Additional value required by the activation |
| * @{ |
| */ |
| #define ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_ROW_##N(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) |
| #define ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) |
| /** @} */ // end of group ACTIVATION_BLOCK |
| |
| /** Apply convert_<data_type> to the given variables |
| * @name CONVERT_ROW_n |
| * |
| * @param[in] N The size of the vectors |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME_SRC The basename of the source variables |
| * @param[in] BASENAME_DST The basename of the destination variables |
| */ |
| #define CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##0 = CONVERT(BASENAME_SRC##0, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##1 = CONVERT(BASENAME_SRC##1, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##2 = CONVERT(BASENAME_SRC##2, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##3 = CONVERT(BASENAME_SRC##3, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##4 = CONVERT(BASENAME_SRC##4, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##5 = CONVERT(BASENAME_SRC##5, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##6 = CONVERT(BASENAME_SRC##6, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##7 = CONVERT(BASENAME_SRC##7, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##8 = CONVERT(BASENAME_SRC##8, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##9 = CONVERT(BASENAME_SRC##9, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##A = CONVERT(BASENAME_SRC##A, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##B = CONVERT(BASENAME_SRC##B, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##C = CONVERT(BASENAME_SRC##C, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##D = CONVERT(BASENAME_SRC##D, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##E = CONVERT(BASENAME_SRC##E, VEC_DATA_TYPE(DATA_TYPE, N)); |
| |
| #define CONVERT_ROW_16(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| VEC_DATA_TYPE(DATA_TYPE, N) \ |
| BASENAME_DST##F = CONVERT(BASENAME_SRC##F, VEC_DATA_TYPE(DATA_TYPE, N)); |
| /** @} */ // end of group CONVERT_ROW_n |
| |
| /** Apply convert_<data_type> to a block (BASENAME_SRC) and save to another block (BASENAME_DST) |
| * @name CONVERT_BLOCK |
| * |
| * Supported cases N=1,2,3,...,16. |
| * |
| * @param[in] M The number of vectors to convert |
| * @param[in] N The size of the vectors |
| * @param[in] DATA_TYPE The data type of the vectors |
| * @param[in] BASENAME_SRC The basename of the source variables |
| * @param[in] BASENAME_DST The basename of the destination variables |
| */ |
| #define CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_ROW_##M(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) |
| #define CONVERT_BLOCK(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) |
| /** @} */ // end of group CONVERT_BLOCK |