diff options
author | Ramy Elgammal <ramy.elgammal@arm.com> | 2022-11-08 02:14:46 +0000 |
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committer | Ramy Elgammal <ramy.elgammal@arm.com> | 2022-11-29 10:24:59 +0000 |
commit | 404462af4ca002ece819161a03a4bdb19a87abf2 (patch) | |
tree | 09cf812530afcbe3fc524ce7eded5f06129e0889 /arm_compute/dynamic_fusion/sketch/gpu | |
parent | 03b2971ac69a86f10a1566938d1a25afee15746c (diff) | |
download | ComputeLibrary-404462af4ca002ece819161a03a4bdb19a87abf2.tar.gz |
Adding GpuAdd to dynamic fusion operators
- Provide support for Add operator
- Auto initialize the destination tensor before testing fusion in conv2d
and elementwise binary ops.
Resolves: COMPMID-5518
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: Ibd815020f02b57f88eea7c2921bdcf98605d99c5
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8617
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/dynamic_fusion/sketch/gpu')
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h | 92 |
1 files changed, 92 insertions, 0 deletions
diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h new file mode 100644 index 0000000000..df3177867f --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h @@ -0,0 +1,92 @@ +/* + * Copyright (c) 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. + */ +#ifndef ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD + +#include "arm_compute/core/Error.h" +#include "arm_compute/core/ITensorInfo.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +class GpuWorkloadContext; +class GpuWorkloadSketch; + +/** Operator interface. */ +class GpuAdd final +{ +public: + /** Create an operator and fuse it into the workload sketch. + * @note If @ref validate_op() fails, the creation also fails and may throw an error. + * @note If @ref validate_op() fails, @p sketch remains unchanged and valid. + * @note Batching is not supported yet + * + * Valid data type configurations: + * |lhs |rhs |dst | + * |:--------------|:--------------|:-------------| + * |F16 |F16 |F16 | + * |F32 |F32 |F32 | + * |S32 |S32 |S32 | + * |S16 |S16 |S16 | + * |U8 |U8 |U8 | + * + * Valid data layouts: + * - Any + * + * @param[in,out] sketch Workload sketch into which the operator will be fused + * @param[in] lhs Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32. + * @param[in] rhs Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32. + * @param[out] dst Destination tensor info. Data types supported: U8/S16/S32/F16/F32. If an uninitialized ITensorInfo is passed in, it will be auto-initialized + */ + static void create_op(GpuWorkloadSketch &sketch, + ITensorInfo *lhs, + ITensorInfo *rhs, + ITensorInfo *dst); + /** Check if the operator configuration is supported, irrespective of fusion + * + * @param[in] context Workload context within which the operator is running + * @param[in] lhs Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32. + * @param[in] rhs Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32. + * @param[out] dst Destination tensor info. Data types supported: U8/S16/S32/F16/F32. If an uninitialized ITensorInfo is passed in, it will be auto-initialized + */ + static Status is_supported_op(const GpuWorkloadContext &context, + const ITensorInfo *lhs, + const ITensorInfo *rhs, + const ITensorInfo *dst); + /** Validate the operator and check if the its configuration is supported and if it can be fused into the workload sketch. + * Similar to @ref GpuAdd::create_op() + */ + static Status validate_op(const GpuWorkloadSketch &sketch, + const ITensorInfo *rhs, + const ITensorInfo *lhs, + const ITensorInfo *dst); +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD */ |