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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"
Georgios Pinitas7891a732021-08-20 21:39:25 +010028#include "src/cpu/ICpuOperator.h"
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010029
30namespace arm_compute
31{
32namespace cpu
33{
34/** Depthwise convolution assembly kernel glue */
35class CpuDepthwiseConv2dAssemblyDispatch : public ICpuOperator
36{
37public:
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010038 CpuDepthwiseConv2dAssemblyDispatch();
39 ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuDepthwiseConv2dAssemblyDispatch);
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010040 ~CpuDepthwiseConv2dAssemblyDispatch();
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010041 /** Initialize the function's source, destination, kernels and border_size.
42 *
43 * @note Supports only NHWC format
44 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000045 * @param[in] src Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
46 * @param[in] weights Weights tensor info. These are 3D tensors with shape [W, H, IFM].
47 * 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 +010048 * @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 +000049 * Data type supported: same as @p src or S32 if @p src is quantized.
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010050 * @param[out] dst Destination tensor info. Data type supported: same as @p src.
51 * @param[in] info Depthwise convolution meta-data.
52 */
53 void configure(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *bias, ITensorInfo *dst, const ConvolutionInfo &info);
54 /** Static function to check if given info will lead to a valid configuration
55 *
56 * Similar to CpuDepthwiseConv2dAssemblyDispatch::configure()
57 *
58 * @return a status
59 */
60 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 +000061 /** Checks if activation is supported by the assembly kernels
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010062 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000063 * @param[in] activation Activation to check
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010064 *
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000065 * @return True if activation is supported else false
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010066 */
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000067 static bool is_activation_supported(const ActivationLayerInfo &activation);
Georgios Pinitas2eb5d162021-07-02 09:01:49 +010068
Manuel Bottinib4bb6a02021-05-24 16:01:32 +010069 // Inherited methods overridden:
70 void run(ITensorPack &tensors) override;
71 void prepare(ITensorPack &tensors) override;
72 experimental::MemoryRequirements workspace() const override;
73
74private:
75 struct LocalImpl;
76 std::unique_ptr<LocalImpl> _pImpl;
77};
78} // namespace cpu
79} // namespace arm_compute
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000080#endif /* ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_ASSEMBLY_DISPATCH_H */