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| author | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-01-03 17:59:14 +0000 |
|---|---|---|
| committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-01-06 13:45:20 +0000 |
| commit | b3077fbaee868579f9a41888fef1f71286d6757c (patch) | |
| tree | 23e6a6c63dc860697ae8e9301da7ddbb29d62c98 /src/core/CL/cl_kernels/tile_helpers.h | |
| parent | 3558c5840e7c973e2b1a86ae3a9335b44cad59d4 (diff) | |
| download | ComputeLibrary-b3077fbaee868579f9a41888fef1f71286d6757c.tar.gz | |
LHS broadcasting addition for dynamic fusion
* Binary elementwise operator now can have broadcasting in either
X dimension, Y+Z dimension, or both, in either LHS or RHS
operand.
* Fix bug in CL code to support batching.
Resolves: COMPMID-5704
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I51b04986d30861f255ca9f754adffa0e6c85a26b
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8898
Reviewed-by: SiCong Li <sicong.li@arm.com>
Reviewed-by: Ramy Elgammal <ramy.elgammal@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Dynamic-Fusion: Ramy Elgammal <ramy.elgammal@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/cl_kernels/tile_helpers.h')
| -rw-r--r-- | src/core/CL/cl_kernels/tile_helpers.h | 26 |
1 files changed, 25 insertions, 1 deletions
diff --git a/src/core/CL/cl_kernels/tile_helpers.h b/src/core/CL/cl_kernels/tile_helpers.h index 861ea63eca..acc174d04f 100644 --- a/src/core/CL/cl_kernels/tile_helpers.h +++ b/src/core/CL/cl_kernels/tile_helpers.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2021-2022 Arm Limited. + * Copyright (c) 2021-2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -1059,6 +1059,9 @@ }) #define T_ELTWISE_BROADCAST_ADD_X(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) +#define T_ELTWISE_BROADCAST_LHS_X_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_LHS_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) +#define T_ELTWISE_BROADCAST_RHS_X_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) + #define T_ELTWISE_BROADCAST_DIV_X(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_DIV, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) /** Element-wise scale with a constant value @@ -1101,6 +1104,27 @@ }) \ }) +/** Element-wise operation with LHS broadcasted (LHS has the X dimension only) + * + * @note Performs: LHS[broadcasted] OP RHS = DST + * @note Both tiles must have same data type + * + * @param[in] T_ELWISE_OP Elementwise operator to perform + * @param[in] DST_DATA_TYPE DST data type + * @param[in] M0 Number of RHS rows + * @param[in] N0 Number of RHS columns + * @param[in] lhs LHS tile + * @param[in] rhs RHS tile + * @param[out] dst DST tile + */ +#define T_ELTWISE_BROADCAST_LHS_X(T_ELWISE_OP, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) \ + ({ \ + LOOP_UNROLLING(int, _m0, 0, 1, M0, \ + { \ + dst[_m0].v = T_ELWISE_OP(CONVERT(lhs[0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0)), CONVERT(rhs[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0))); \ + }) \ + }) + #define T_ELTWISE_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) #define T_ELTWISE_DIV(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_DIV, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) |