ONE - On-device Neural Engine
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LeakyReLU.cpp
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/*
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* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "
ReLU.h
"
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#include "
Common.h
"
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#include <
mir/ShapeRange.h
>
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#include <
mir/Tensor.h
>
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namespace
mir_interpreter
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{
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template
<
typename
T>
struct
LeakyReLUImpl
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{
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static
void
run
(
const
mir::TensorVariant
&arg,
float
alpha,
mir::TensorVariant
&result);
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};
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template
<
typename
T>
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void
LeakyReLUImpl<T>::run
(
const
mir::TensorVariant
&arg,
float
alpha,
mir::TensorVariant
&result)
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{
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mir::Tensor<T>
arg_accessor(arg);
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mir::Tensor<T>
res_accessor(result);
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for
(
const
auto
&index :
mir::ShapeRange
(result.getShape()))
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{
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auto
x = arg_accessor.
at
(index);
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res_accessor.
at
(index) = x < 0 ? x * alpha : x;
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}
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}
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void
LeakyReLU
(
const
mir::TensorVariant
&arg,
float
alpha,
mir::TensorVariant
&result)
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{
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dispatch<LeakyReLUImpl>(result.getElementType(), arg, alpha, result);
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}
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}
// namespace mir_interpreter
ShapeRange.h
mir::ShapeRange
Definition
ShapeRange.h:82
mir::Tensor
Definition
Tensor.h:27
mir::Tensor::at
T at(const Index &id) const
Definition
Tensor.h:31
mir::TensorVariant
Definition
TensorVariant.h:33
Tensor.h
ReLU.h
mir_interpreter
Definition
MirInterpreter.h:27
mir_interpreter::LeakyReLU
void LeakyReLU(const mir::TensorVariant &arg, float alpha, mir::TensorVariant &result)
Definition
LeakyReLU.cpp:44
Common.h
mir_interpreter::LeakyReLUImpl
Definition
LeakyReLU.cpp:27
mir_interpreter::LeakyReLUImpl::run
static void run(const mir::TensorVariant &arg, float alpha, mir::TensorVariant &result)
Definition
LeakyReLU.cpp:32
compiler
mir-interpreter
src
ops
LeakyReLU.cpp
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