diff options
author | Ramy Elgammal <ramy.elgammal@arm.com> | 2022-12-14 15:39:29 +0000 |
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committer | Ramy Elgammal <ramy.elgammal@arm.com> | 2023-01-06 15:23:07 +0000 |
commit | f800adf185e966b16385f65b9c7250766949dbe4 (patch) | |
tree | bd857f518c725fc62e49dedce187b5188c08e1f4 /arm_compute/dynamic_fusion/sketch/gpu/operators | |
parent | 3a1e1256946028cb13f31521caec9f08235c7332 (diff) | |
download | ComputeLibrary-f800adf185e966b16385f65b9c7250766949dbe4.tar.gz |
Implement dynamic fusion reshape operator
Resolves: COMPMID-5522
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: If4e5736a2f7ff42e70276d7f4e0f3ebcb38414e6
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8881
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/dynamic_fusion/sketch/gpu/operators')
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h | 6 | ||||
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h | 88 |
2 files changed, 93 insertions, 1 deletions
diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h index 61f7b406b2..a2ee7f7dc1 100644 --- a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h @@ -67,7 +67,11 @@ public: ITensorInfo *rhs, ITensorInfo *dst); /** Check if the operator configuration is supported, irrespective of fusion - * Similar to @ref GpuAdd::create_op() + * + * @param[in] context Workload context within which the operator is running + * @param[in] lhs Left hand side tensor info. + * @param[in] rhs Right hand side tensor info. + * @param[in] dst Destination tensor info. If an uninitialized ITensorInfo is passed in, it will be auto-initialized */ static Status is_supported_op(const GpuWorkloadContext &context, const ITensorInfo *lhs, diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h new file mode 100644 index 0000000000..2b49a31191 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h @@ -0,0 +1,88 @@ +/* + * Copyright (c) 2023 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_GPURESHAPE +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPURESHAPE + +#include "arm_compute/core/ITensorInfo.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h" +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +class GpuWorkloadContext; +class GpuWorkloadSketch; + +/** Operator interface. */ +class GpuReshape final +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what an operator does */ + using Attributes = ReshapeAttributes; + + /** 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. + * + * Valid data type configurations: + * - Any + * + * Valid data layouts: + * - Any + * + * @param[in,out] sketch Workload sketch into which the operator will be fused + * @param[in] src Input tensor info. Data type supported: All + * @param[out] dst Output info. Data type supported: Same as @p src + * @param[in] attributes Operator attributes + */ + static void create_op(GpuWorkloadSketch &sketch, + ITensorInfo *src, + ITensorInfo *dst, + const Attributes &attributes); + /** Check if the operator configuration is supported, irrespective of fusion + * + * @param[in] context Workload context within which the operator is running + * @param[in] src Input tensor info. + * @param[in] dst Output info. + * @param[in] attributes Operator attributes + */ + static Status is_supported_op(const GpuWorkloadContext &context, + const ITensorInfo *src, + const ITensorInfo *dst, + const Attributes &attributes); + /** Validate the operator and check if the its configuration is supported and if it can be fused into the workload sketch. + * Similar to @ref GpuReshape::create_op() + */ + static Status validate_op(const GpuWorkloadSketch &sketch, + const ITensorInfo *src, + const ITensorInfo *dst, + const Attributes &attributes); +}; + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPURESHAPE */ |