/* * Copyright (c) 2021-2022 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 "common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h" #include "gemm_helpers.h" #include "load_store_utility.h" /** (EXPERIMENTAL_POST_OPS) Convenience macros for automatically handling mixed precision (fp16 and fp32) operations * -DMIXED_PRECISION toggles mixed precision mode */ /** Mixed-Precision-Aware Activation Block * @name MIXED_PRECISION_ACTIVATION_BLOCK * params N ... B_VAL: same as those in @ref ACTIVATION_BLOCK * * @param[in] DATA_TYPE_ACCUMULATR Higher-precision accumulator data type in case of mixed-precision op * @{ */ #if defined(MIXED_PRECISION) #define MIXED_PRECISION_ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL, DATA_TYPE_ACCUMULATOR) \ ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE_ACCUMULATOR, VEC_SIZE, BASENAME, A_VAL, B_VAL); #else // defined(MIXED_PRECISION) #define MIXED_PRECISION_ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL, DATA_TYPE_ACCUMULATOR) \ ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL); #endif // defined(MIXED_PRECISION) /** @} */ // end of group MIXED_PRECISION_ACTIVATION_BLOCK /** Mixed-Precision-Aware Elementwise Op Block * Performs OPERAND1 = OP(OPERAND1, OPERAND2) * @name MIXED_PRECISION_ELTWISE_OP_BLOCK * * @param[in] OP The elementwise post op * @param[in] M0 The number of consecutive rows * @param[in] N0 The number of consecutive columns * @param[in] OPERAND1 The basename of the first and result operand variables * @param[in] OPERAND2 The basename of the second operand variables * @param[in] DATA_TYPE_ACCUMULATR Higher-precision accumulator data type in case of mixed-precision op * @param[in] CONVERTED_OPERAND2 The basename of the second operand variables converted to higher-precision in case of mixed-precision op * @{ */ #if defined(MIXED_PRECISION) #define MIXED_PRECISION_ELTWISE_OP_BLOCK(OP, M0, N0, OPERAND1, OPERAND2, DATA_TYPE_ACCUMULATOR, CONVERTED_OPERAND2) \ CONVERT_BLOCK(M0, N0, DATA_TYPE_ACCUMULATOR, OPERAND2, CONVERTED_OPERAND2); \ ELTWISE_OP_BLOCK(OP, M0, OPERAND1, CONVERTED_OPERAND2); #else // defined(MIXED_PRECISION) #define MIXED_PRECISION_ELTWISE_OP_BLOCK(OP, M0, N0, OPERAND1, OPERAND2, DATA_TYPE_ACCUMULATOR, CONVERTED_OPERAND2) \ ELTWISE_OP_BLOCK(OP, M0, OPERAND1, OPERAND2); #endif // defined(MIXED_PRECISION) /** @} */ // end of group MIXED_PRECISION_ELTWISE_OP_BLOCK /** Mixed-Precision-Aware Elementwise Op Broadcast Block * Performs OPERAND1 = OP(OPERAND1, OPERAND2) * @name MIXED_PRECISION_ELTWISE_OP_BLOCK_BROADCAST * @note Only support: * case 1 broadcast in Y dimension : Operand1 [YxX] + Operand2 [1xX]; this means @p N0 > 1 * case 2 broadcast in both Y and X dimensions : Operand1 [YxX] + Operand2 [1x1] (scalar) ; this means @p N0 == 1 * Does NOT support broad cast in X dimension: Operand1 [YxX] + Operand2 [Yx1]; this means @p M0 should never == 1 * * @param[in] OP The elementwise post op * @param[in] M0 The number of consecutive rows, > 1 * @param[in] N0 The number of consecutive columns, >= 1 * @param[in] OPERAND1 The basename of the first and result operand variables * @param[in] OPERAND2 The basename of the second operand variables * @param[in] DATA_TYPE_ACCUMULATR Higher-precision accumulator data type in case of mixed-precision op * @param[in] CONVERTED_OPERAND2 The basename of the second operand variables converted to higher-precision in case of mixed-precision op * @{ */ #if defined(MIXED_PRECISION) #define MIXED_PRECISION_ELTWISE_OP_BLOCK_BROADCAST(OP, M0, N0, OPERAND1, OPERAND2, DATA_TYPE_ACCUMULATOR, CONVERTED_OPERAND2) \ CONVERT_BLOCK(1, N0, DATA_TYPE_ACCUMULATOR, OPERAND2, CONVERTED_OPERAND2); \ ELTWISE_OP_BLOCK_BROADCAST(OP, M0, OPERAND1, CONVERTED_OPERAND2##0); #else // defined(MIXED_PRECISION) #define MIXED_PRECISION_ELTWISE_OP_BLOCK_BROADCAST(OP, M0, N0, OPERAND1, OPERAND2, DATA_TYPE_ACCUMULATOR, CONVERTED_OPERAND2) \ ELTWISE_OP_BLOCK_BROADCAST(OP, M0, OPERAND1, OPERAND2##0); #endif // defined(MIXED_PRECISION) /** @} */ // end of group MIXED_PRECISION_ELTWISE_OP_BLOCK_BROADCAST /** Mixed-Precision-Aware Boundary-Aware Store Block * @name MIXED_PRECISION_STORE_BLOCK_BOUNDARY_AWARE * params M0 ... PARTIAL_COND_X, same as those in STORE_BLOCK_BOUNDARY_AWARE * * @param[in] BASENAME_LP The name of the low precision variables, converted from BASENAME, in case of mixed-precision op * @{ */ #if defined(MIXED_PRECISION) #define MIXED_PRECISION_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, BASENAME_LP) \ CONVERT_BLOCK(M0, N0, DATA_TYPE, BASENAME, BASENAME_LP); \ STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME_LP, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X); #else // defined(MIXED_PRECISION) #define MIXED_PRECISION_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, BASENAME_LP) \ 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); #endif // defined(MIXED_PRECISION) /** @} */ // end of group MIXED_PRECISION_STORE_BLOCK_BOUNDARY_AWARE