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RefConvertFp32ToFp16Workload.cpp
Go to the documentation of this file.
1
//
2
// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
3
// SPDX-License-Identifier: MIT
4
//
5
6
#include "
RefConvertFp32ToFp16Workload.hpp
"
7
#include "
RefWorkloadUtils.hpp
"
8
#include "
Profiling.hpp
"
9
10
#include <
armnnUtils/FloatingPointConverter.hpp
>
11
12
#include <
Half.hpp
>
13
14
namespace
armnn
15
{
16
17
void
RefConvertFp32ToFp16Workload::Execute
()
const
18
{
19
Execute
(
m_Data
.
m_Inputs
,
m_Data
.
m_Outputs
);
20
}
21
22
void
RefConvertFp32ToFp16Workload::ExecuteAsync
(
ExecutionData
& executionData)
23
{
24
WorkingMemDescriptor
* workingMemDescriptor =
static_cast<
WorkingMemDescriptor
*
>
(executionData.
m_Data
);
25
Execute
(workingMemDescriptor->
m_Inputs
, workingMemDescriptor->
m_Outputs
);
26
}
27
28
void
RefConvertFp32ToFp16Workload::Execute
(std::vector<ITensorHandle*> inputs,
29
std::vector<ITensorHandle*> outputs)
const
30
{
31
ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID
(
"RefConvertFp32ToFp16Workload_Execute"
);
32
33
const
float
*
const
input =
reinterpret_cast<
const
float
*
>
(inputs[0]->Map());
34
Half
*
const
output =
reinterpret_cast<
Half
*
>
(outputs[0]->Map());
35
36
// convert Fp32 input to Fp16 output
37
unsigned
int
numElements =
GetTensorInfo
(inputs[0]).
GetNumElements
();
38
armnnUtils::FloatingPointConverter::ConvertFloat32To16
(input, numElements, output);
39
}
40
41
}
//namespace armnn
armnn::TensorInfo::GetNumElements
unsigned int GetNumElements() const
Definition:
Tensor.hpp:198
armnn::experimental::ExecutionData::m_Data
void * m_Data
Definition:
ExecutionData.hpp:16
Profiling.hpp
armnn::RefConvertFp32ToFp16Workload::Execute
void Execute() const override
Definition:
RefConvertFp32ToFp16Workload.cpp:17
ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition:
RefWorkloadUtils.hpp:22
armnn::Half
half_float::half Half
Definition:
Half.hpp:22
armnn::GetTensorInfo
const TensorInfo & GetTensorInfo(const ITensorHandle *tensorHandle)
float32 helpers
Definition:
RefWorkloadUtils.hpp:33
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition:
WorkloadData.hpp:27
RefConvertFp32ToFp16Workload.hpp
Half.hpp
RefWorkloadUtils.hpp
armnn::RefConvertFp32ToFp16Workload::ExecuteAsync
void ExecuteAsync(ExecutionData &executionData) override
Definition:
RefConvertFp32ToFp16Workload.cpp:22
armnn::BaseWorkload::m_Data
QueueDescriptor m_Data
Definition:
Workload.hpp:89
armnnUtils::FloatingPointConverter::ConvertFloat32To16
static void ConvertFloat32To16(const float *srcFloat32Buffer, size_t numElements, void *dstFloat16Buffer)
Converts a buffer of FP32 values to FP16, and stores in the given dstFloat16Buffer.
Definition:
FloatingPointConverter.cpp:17
FloatingPointConverter.hpp
armnn::experimental::WorkingMemDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition:
WorkingMemDescriptor.hpp:20
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition:
01_00_quick_start.dox:6
armnn::experimental::WorkingMemDescriptor
Definition:
WorkingMemDescriptor.hpp:18
armnn::experimental::WorkingMemDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition:
WorkingMemDescriptor.hpp:21
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition:
WorkloadData.hpp:26
armnn::experimental::ExecutionData
Definition:
ExecutionData.hpp:14
src
backends
reference
workloads
RefConvertFp32ToFp16Workload.cpp
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1.8.17