24.02.1
ClPRelu.h
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/*
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* Copyright (c) 2021 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_CL_PRELU_H
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#define ARM_COMPUTE_CL_PRELU_H
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#include "
src/gpu/cl/ClCompileContext.h
"
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#include "
src/gpu/cl/IClOperator.h
"
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namespace
arm_compute
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{
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namespace
opencl
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{
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/** Basic operator to run @ref arm_compute::opencl::kernels::ClArithmeticKernel for PRELU
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*
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* @note The operator implements an activation layer with the PRELU activation function.
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*/
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class
ClPRelu
:
public
IClOperator
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{
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public
:
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/** Set the input and output tensor.
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*
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* @note If the output tensor is a nullptr or is equal to the input, the activation function will be performed in-place
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
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* @param[in] alpha PRelu layer parameters. Data types supported: same of @p input.
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* @param[out] output Destination tensor. Data type supported: same as @p input
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*/
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void
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configure
(
const
CLCompileContext
&compile_context,
ITensorInfo
*
input
,
ITensorInfo
*alpha,
ITensorInfo
*output);
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/** Static function to check if given info will lead to a valid configuration
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*
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* Similar to ClPRelu::configure()
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*
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* @return a status
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*/
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static
Status
validate
(
const
ITensorInfo
*
input
,
const
ITensorInfo
*alpha,
const
ITensorInfo
*output);
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// Inherited methods overridden:
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void
run
(
ITensorPack
&tensors)
override
;
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};
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}
// namespace opencl
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}
// namespace arm_compute
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#endif
/* ARM_COMPUTE_CL_PRELU_H */
arm_compute::opencl::ClPRelu::run
void run(ITensorPack &tensors) override
Run the kernels contained in the function.
Definition:
ClPRelu.cpp:50
arm_compute::opencl::ClPRelu::configure
void configure(const CLCompileContext &compile_context, ITensorInfo *input, ITensorInfo *alpha, ITensorInfo *output)
Set the input and output tensor.
Definition:
ClPRelu.cpp:34
arm_compute::opencl::ClPRelu::validate
static Status validate(const ITensorInfo *input, const ITensorInfo *alpha, const ITensorInfo *output)
Static function to check if given info will lead to a valid configuration.
Definition:
ClPRelu.cpp:45
IClOperator.h
arm_compute::ITensorPack
Tensor packing service.
Definition:
ITensorPack.h:39
arm_compute::experimental::ICLOperator
Basic interface for functions which have a single async CL kernel.
Definition:
ICLOperator.h:40
arm_compute::CLCompileContext
CLCompileContext class.
Definition:
CLCompileContext.h:204
ClCompileContext.h
arm_compute::Status
Status class.
Definition:
Error.h:52
arm_compute
Copyright (c) 2017-2024 Arm Limited.
Definition:
introduction.dox:24
arm_compute::opencl::ClPRelu
Basic operator to run arm_compute::opencl::kernels::ClArithmeticKernel for PRELU.
Definition:
ClPRelu.h:38
arm_compute::ITensorInfo
Store the tensor's metadata.
Definition:
ITensorInfo.h:44
arm_compute::test::validation::input
auto input
Definition:
LSTMLayerQuantized.cpp:486
src
gpu
cl
operators
ClPRelu.h
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