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Merge pull request #19632 from l-bat:lb/ie_arm_target

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Added OpenVINO ARM target

* Added IE ARM target

* Added OpenVINO ARM target

* Delete ARM target

* Detect ARM platform

* Changed device name in ArmPlugin

* Change ARM detection
This commit is contained in:
Liubov Batanina
2021-03-20 14:20:02 +03:00
committed by GitHub
parent 1211a8b9cd
commit c0dd82fb53
15 changed files with 107 additions and 29 deletions
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modules/dnn/src/op_inf_engine.cpp
+35
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@@ -651,6 +651,22 @@ InferenceEngine::Core& getCore(const std::string& id)
}
#endif
static bool detectArmPlugin_()
{
InferenceEngine::Core& ie = getCore("CPU");
const std::vector<std::string> devices = ie.GetAvailableDevices();
for (std::vector<std::string>::const_iterator i = devices.begin(); i != devices.end(); ++i)
{
if (i->find("CPU") != std::string::npos)
{
const std::string name = ie.GetMetric(*i, METRIC_KEY(FULL_DEVICE_NAME)).as<std::string>();
CV_LOG_INFO(NULL, "CPU plugin: " << name);
return name.find("arm_compute::NEON") != std::string::npos;
}
}
return false;
}
#if !defined(OPENCV_DNN_IE_VPU_TYPE_DEFAULT)
static bool detectMyriadX_()
{
@@ -1162,6 +1178,12 @@ bool isMyriadX()
return myriadX;
}
bool isArmComputePlugin()
{
static bool armPlugin = getInferenceEngineCPUType() == CV_DNN_INFERENCE_ENGINE_CPU_TYPE_ARM_COMPUTE;
return armPlugin;
}
static std::string getInferenceEngineVPUType_()
{
static std::string param_vpu_type = utils::getConfigurationParameterString("OPENCV_DNN_IE_VPU_TYPE", "");
@@ -1199,6 +1221,14 @@ cv::String getInferenceEngineVPUType()
return vpu_type;
}
cv::String getInferenceEngineCPUType()
{
static cv::String cpu_type = detectArmPlugin_() ?
CV_DNN_INFERENCE_ENGINE_CPU_TYPE_ARM_COMPUTE :
CV_DNN_INFERENCE_ENGINE_CPU_TYPE_X86;
return cpu_type;
}
#else // HAVE_INF_ENGINE
cv::String getInferenceEngineBackendType()
@@ -1214,6 +1244,11 @@ cv::String getInferenceEngineVPUType()
{
CV_Error(Error::StsNotImplemented, "This OpenCV build doesn't include InferenceEngine support");
}
cv::String getInferenceEngineCPUType()
{
CV_Error(Error::StsNotImplemented, "This OpenCV build doesn't include InferenceEngine support");
}
#endif // HAVE_INF_ENGINE