From f800adf185e966b16385f65b9c7250766949dbe4 Mon Sep 17 00:00:00 2001 From: Ramy Elgammal Date: Wed, 14 Dec 2022 15:39:29 +0000 Subject: Implement dynamic fusion reshape operator Resolves: COMPMID-5522 Signed-off-by: Ramy Elgammal Change-Id: If4e5736a2f7ff42e70276d7f4e0f3ebcb38414e6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8881 Tested-by: Arm Jenkins Reviewed-by: Gunes Bayir Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../sketch/attributes/ReshapeAttributes.h | 53 +++++++++++++ .../dynamic_fusion/sketch/gpu/operators/GpuAdd.h | 6 +- .../sketch/gpu/operators/GpuReshape.h | 88 ++++++++++++++++++++++ 3 files changed, 146 insertions(+), 1 deletion(-) create mode 100644 arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h create mode 100644 arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h (limited to 'arm_compute') diff --git a/arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h b/arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h new file mode 100644 index 0000000000..b99192e9f2 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h @@ -0,0 +1,53 @@ +/* + * 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_ATTRIBUTES_RESHAPEATTRIBUTES +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_RESHAPEATTRIBUTES +#include "arm_compute/core/TensorShape.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Attributes are backend-agnostic parameters (in addition to the input/output tensors) of an operator. + */ + +/** Reshape attributes */ +class ReshapeAttributes +{ +public: + /** Set destination shape to reshape to */ + ReshapeAttributes &shape(const TensorShape &shape); + /** Get destination shape to reshape to */ + TensorShape shape() const; + +private: + TensorShape _shape{}; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_RESHAPEATTRIBUTES */ 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 */ -- cgit v1.2.1