From a04ae3e9ecf7765d623a4909089c3224af77f04e Mon Sep 17 00:00:00 2001 From: "ramy.elgammal@arm.com" Date: Thu, 27 Jul 2023 18:23:17 +0100 Subject: Port DepthwiseConv2d operator to Ckw - Only support 1x1 blocks, i.e. n0=1, m0=1. - Dilation not supported yet. Resolves: COMPMID-6258 Signed-off-by: ramy.elgammal@arm.com Change-Id: I1dcfd7640fb40e112736dedc81847f7b1b50dba2 Signed-off-by: Adnan AlSinan Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10411 Comments-Addressed: Arm Jenkins Reviewed-by: Gunes Bayir Benchmark: Arm Jenkins Tested-by: Arm Jenkins --- .../ckw_driver/components/GpuCkwDepthwiseConv2d.h | 79 ++++++++++++++++++++++ 1 file changed, 79 insertions(+) create mode 100644 src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h (limited to 'src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h') diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h new file mode 100644 index 0000000000..f9bcaabaec --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h @@ -0,0 +1,79 @@ +/* + * 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 ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H +#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H + +#include "arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h" + +#include "src/core/common/Macros.h" +#include "src/dynamic_fusion/sketch/gpu/ckw_driver/IGpuCkwComponentDriver.h" +#include "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h" +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ + +class GpuCkwDepthwiseConv2d : public IGpuCkwComponentDriver +{ +public: + using Attributes = ClComponentDepthwiseConv2d::Attributes; + using Settings = ClComponentDepthwiseConv2d::Settings; + + /** Constructor + * + * For supported configurations please refer to @ref ClComponentDepthwiseConv2d::validate() + * + * @param[in] id Component id + * @param[in] tensors Tensor arguments to the component + * @param[in] attributes Component attributes + * @param[in] settings Component settings + */ + GpuCkwDepthwiseConv2d(ComponentId id, + const ArgumentPack &tensors, + const Attributes &attributes, + const Settings &settings); + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(GpuCkwDepthwiseConv2d); + /** Destructor */ + ~GpuCkwDepthwiseConv2d() override = default; + // Inherited methods overriden: + virtual void write_component_code(const ComponentGroup &comp_group, + GpuCkwVariableTable &vtable, + GpuCkwScopedKernelWriter writer) const override; + Window get_window() const override; + +private: + const ITensorInfo *_src; + const ITensorInfo *_weight; + const ITensorInfo *_bias; + const ITensorInfo *_dst; + Attributes _attributes; + Settings _settings; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H -- cgit v1.2.1