blob: 70845163f4cf1ecdbcefd4fcd448f2c7fbbfce32 [file] [log] [blame]
Manuel Bottinib4bb6a02021-05-24 16:01:32 +01001/*
2 * Copyright (c) 2019-2021 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 */
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000024#ifndef ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_ASSEMBLY_DISPATCH_H
25#define ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_ASSEMBLY_DISPATCH_H
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010026
27#include "src/core/common/Macros.h"
28#include "src/runtime/cpu/ICpuOperator.h"
29
30namespace arm_compute
31{
32namespace cpu
33{
34/** Depthwise convolution assembly kernel glue */
35class CpuDepthwiseConv2dAssemblyDispatch : public ICpuOperator
36{
37public:
38 /** Default constructor */
39 CpuDepthwiseConv2dAssemblyDispatch();
40 ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuDepthwiseConv2dAssemblyDispatch);
41 /** Default destructor */
42 ~CpuDepthwiseConv2dAssemblyDispatch();
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010043 /** Initialize the function's source, destination, kernels and border_size.
44 *
45 * @note Supports only NHWC format
46 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000047 * @param[in] src Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
48 * @param[in] weights Weights tensor info. These are 3D tensors with shape [W, H, IFM].
49 * Data type supported: same as @p src or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p src is QASYMM8/QASYMM8_SIGNED.
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010050 * @param[in] bias (Optional) Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000051 * Data type supported: same as @p src or S32 if @p src is quantized.
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010052 * @param[out] dst Destination tensor info. Data type supported: same as @p src.
53 * @param[in] info Depthwise convolution meta-data.
54 */
55 void configure(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *bias, ITensorInfo *dst, const ConvolutionInfo &info);
56 /** Static function to check if given info will lead to a valid configuration
57 *
58 * Similar to CpuDepthwiseConv2dAssemblyDispatch::configure()
59 *
60 * @return a status
61 */
62 static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *bias, const ITensorInfo *dst, const ConvolutionInfo &info);
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000063 /** Checks if activation is supported by the assembly kernels
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010064 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000065 * @param[in] activation Activation to check
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010066 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000067 * @return True if activation is supported else false
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010068 */
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000069 static bool is_activation_supported(const ActivationLayerInfo &activation);
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010070 // Inherited methods overridden:
71 void run(ITensorPack &tensors) override;
72 void prepare(ITensorPack &tensors) override;
73 experimental::MemoryRequirements workspace() const override;
74
75private:
76 struct LocalImpl;
77 std::unique_ptr<LocalImpl> _pImpl;
78};
79} // namespace cpu
80} // namespace arm_compute
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000081#endif /* ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_ASSEMBLY_DISPATCH_H */