From 945ae9e4027655267170ecc56563c362d8110d1e Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Wed, 13 Oct 2021 11:13:04 +0100 Subject: Implement CLDirectConv3D f32/f16 Resolve COMPMID-4660 Signed-off-by: Giorgio Arena Change-Id: Ibd66ec1eb6faa60086981b1e3a9c12561df3445f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6420 Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins Reviewed-by: Gian Marco Iodice --- arm_compute/runtime/CL/functions/CLConv3D.h | 101 ++++++++++++++++++++++++++++ 1 file changed, 101 insertions(+) create mode 100644 arm_compute/runtime/CL/functions/CLConv3D.h (limited to 'arm_compute/runtime/CL/functions') diff --git a/arm_compute/runtime/CL/functions/CLConv3D.h b/arm_compute/runtime/CL/functions/CLConv3D.h new file mode 100644 index 0000000000..241481b8ba --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLConv3D.h @@ -0,0 +1,101 @@ +/* + * Copyright (c) 2021 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_CLCONVOLUTION3DLAYER_H +#define ARM_COMPUTE_CLCONVOLUTION3DLAYER_H + +#include "arm_compute/runtime/IFunction.h" + +#include + +namespace arm_compute +{ +class CLCompileContext; +class ICLTensor; +class ITensorInfo; +struct Conv3dInfo; +class Status; + +/** Basic function to compute the convolution3d layer. This function calls the following OpenCL kernels/functions: + * + * -# @ref opencl::ClDirectConv3d + */ +class CLConv3D : public IFunction +{ +public: + /** Construtor */ + CLConv3D(); + /** Destructor */ + ~CLConv3D(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLConv3D(const CLConv3D &) = delete; + /** Default move constructor */ + CLConv3D(CLConv3D &&) = default; + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLConv3D &operator=(const CLConv3D &) = delete; + /** Default move assignment operator */ + CLConv3D &operator=(CLConv3D &&) = default; + /** Set the src and dst tensors. + * + * Valid data layouts: + * - NDHWC + * + * Valid data type configurations: + * |src0 |src1 |src2 |dst | + * |:--------------|:--------------|:------|:--------------| + * |F16 |F16 |F16 |F16 | + * |F32 |F32 |F32 |F32 | + * + * @param[in] compile_context The compile context to be used. + * @param[in] src Source tensor. 4 lower dimensions represent a single src [IFM, width, height, depth], + * while every optional dimension from 5 and above represent a batch of srcs. + * @param[in] weights Weights tensor. Weights are 5D tensor with dimensions [OFM, IFM, kernel_w, kernel_h, kernel_d]. + * @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. + * @param[out] dst Destination tensor. 4 lower dimensions represent a single dst [OFM, width, height, depth], while the rest represent batch of dsts. + * @param[in] conv3d_info Contains strides, padding, rounding, activation, dilation and fast math information. Activation and fast math are currently unused. + * + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info); + /** Set the src and dst tensors. + * + * Similar to CLConv3D::configure() but using the default compile context + * + */ + void configure(const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info); + /** Static function to check if given info will lead to a valid configuration of @ref CLConv3D + * + * Similar to CLConv3D::configure() + * + * @return a status + */ + static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const Conv3dInfo &conv3d_info); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr _impl; +}; +} +#endif /* ARM_COMPUTE_CLCONVOLUTION3DLAYER_H */ -- cgit v1.2.1