From 8ae571454792327fc40641c72fe0b8de1e7d334f Mon Sep 17 00:00:00 2001 From: Jakub Sujak Date: Fri, 2 Dec 2022 16:09:06 +0000 Subject: Add Resize/Scale operator to Dynamic Fusion interface Resolves: COMPMID-5521 Change-Id: Id38a4ce18f9ea8805a151acb064e72795535d1a0 Signed-off-by: Jakub Sujak Signed-off-by: Gunes Bayir Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8859 Reviewed-by: Gian Marco Iodice Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Benchmark: Arm Jenkins --- .../sketch/attributes/ResizeAttributes.h | 87 +++++++++++++++++++ .../sketch/gpu/operators/GpuResize.h | 99 ++++++++++++++++++++++ 2 files changed, 186 insertions(+) create mode 100644 arm_compute/dynamic_fusion/sketch/attributes/ResizeAttributes.h create mode 100644 arm_compute/dynamic_fusion/sketch/gpu/operators/GpuResize.h (limited to 'arm_compute/dynamic_fusion') diff --git a/arm_compute/dynamic_fusion/sketch/attributes/ResizeAttributes.h b/arm_compute/dynamic_fusion/sketch/attributes/ResizeAttributes.h new file mode 100644 index 0000000000..8992693cd1 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/attributes/ResizeAttributes.h @@ -0,0 +1,87 @@ +/* + * 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_ATTRIBUTES_RESIZEATTRIBUTES +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_RESIZEATTRIBUTES + +#include "arm_compute/core/PixelValue.h" +#include "arm_compute/core/Types.h" +#include + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Attributes are backend-agnostic parameters (in addition to the input/output tensors) of an operator. + */ + +/** Resize attributes */ +class ResizeAttributes +{ +public: + /** Set output width */ + ResizeAttributes &output_width(int32_t output_width); + + /** Get output width */ + int32_t output_width() const; + + /** Set output height */ + ResizeAttributes &output_height(int32_t output_height); + + /** Get output height */ + int32_t output_height() const; + + /** Set interpolation policy */ + ResizeAttributes &interpolation_policy(InterpolationPolicy interpolation_policy); + + /** Get interpolation policy */ + InterpolationPolicy interpolation_policy() const; + + /** Set sampling policy */ + ResizeAttributes &sampling_policy(SamplingPolicy sampling_policy); + + /** Get sampling policy */ + SamplingPolicy sampling_policy() const; + + /** Set align corners */ + ResizeAttributes &align_corners(bool align_corners); + + /** Get align corners */ + bool align_corners() const; + +private: + int32_t _output_width{}; + int32_t _output_height{}; + InterpolationPolicy _interpolation_policy{ InterpolationPolicy::BILINEAR }; + SamplingPolicy _sampling_policy{ SamplingPolicy::CENTER }; + bool _align_corners{ false }; +}; + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_RESIZEATTRIBUTES */ diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuResize.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuResize.h new file mode 100644 index 0000000000..1387bf1cf0 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuResize.h @@ -0,0 +1,99 @@ +/* + * 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_GPURESIZE +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPURESIZE + +#include "arm_compute/core/ITensorInfo.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/ResizeAttributes.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +class GpuWorkloadContext; +class GpuWorkloadSketch; + +/** Operator interface. */ +class GpuResize final +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what an operator does */ + using Attributes = ResizeAttributes; + + /** 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: + * |src |dst | + * |:--------------|:--------------| + * |QASYMM8 |QASYMM8 | + * |QASYMM8_SIGNED |QASYMM8_SIGNED | + * |F16 |F16 | + * |F32 |F32 | + * |U8 |U8 | + * |S16 |S16 | + * + * Valid data layouts: + * - NHWC + * + * @param[in,out] sketch Workload sketch into which the operator will be fused + * @param[in] src Left hand side tensor info. + * @param[out] dst Destination tensor info. + * If an uninitialized ITensorInfo is passed in, it will be auto-initialized + * @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 Left hand side tensor info. + * @param[out] dst Destination tensor info. + * If an uninitialized ITensorInfo is passed in, it will be auto-initialized + * @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 GpuResize::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_GPURESIZE */ -- cgit v1.2.1