blob: ff7f4be14775d2d8f58927611d96a39f43bbe969 [file] [log] [blame]
Gian Marco Iodice5d016812022-11-17 11:03:39 +00001/*
2 * Copyright (c) 2022 Arm Limited.
3 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24#ifndef ARM_COMPUTE_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H
25#define ARM_COMPUTE_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H
26
27#include "src/core/common/Macros.h"
28#include "src/gpu/cl/ClCompileContext.h"
29#include "src/gpu/cl/IClKernel.h"
30
31namespace arm_compute
32{
33// Forward declarations
34struct DirectConvComputeKernelInfo;
35
36namespace opencl
37{
38namespace kernels
39{
40/** Interface for the direct convolution kernel. */
41class ClIndirectConv2dAddressPrecalculationKernel : public IClKernel
42{
43public:
44 ClIndirectConv2dAddressPrecalculationKernel();
45 ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClIndirectConv2dAddressPrecalculationKernel);
46 /** Set the src, weights, biases and dst tensors info.
47 *
48 * @note: When M0 is 5,6,7, the kernel rounds up M0 to the nearest power of two. Therefore, eight. The reason behind
49 * this implementation detail is because we can exploit native opencl stores in the kernel.
50 *
51 * @param[in] compile_context The compile context to be used.
52 * @param[in] src The src tensor info to convolve. 3 lower dimensions represent a single src [IFM, width, height],
53 * while every optional dimension from 4 and above represent a batch of inputs. Data types supported: F16/F32.
54 * @param[in] weights Weights tensor info. Weights are 4D tensor with dimensions [IFM, kernel_x, kernel_y, OFM].
55 * The 1st dimension must be the same as the src's volume 1st dimension.
56 * Data type supported:Same as @p src.
57 * @param[out] dst Output tensor info where to store the precalculated offsets. Data types supported: S32.
58 * The output is a 3D tensor with the following dimensions: [M0 x Kw x Kh, ceil(M/M0), batch-size], where:
59 * Kw=Kernel width, Kh=Kernel height, M0=number of rows processed by each workitem, and M=dst_width x dst_height.
60 * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo.
61 * @param[in] desc Direct convolution descriptor used to build the NHWC direct/indirect convolution kernel.
62 */
63 void configure(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *dst,
64 const PadStrideInfo &conv_info, const DirectConvComputeKernelInfo &desc);
65 /** Static function to check if given info will lead to a valid configuration
66 *
67 * Similar to ClIndirectConv2dAddressPreCalculationKernel::configure()
68 *
69 * @return a status
70 */
71 static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *dst,
72 const PadStrideInfo &conv_info, const DirectConvComputeKernelInfo &desc);
73
74 // Inherited methods overridden:
75 void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
76};
77} // namespace kernels
78} // namespace opencl
79} // namespace arm_compute
80#endif /* ARM_COMPUTE_CL_INDIRECT_CONV2D_ADDRESS_PRECALCULATION_KERNEL_H */