LiteSession
import com.mindspore.lite.LiteSession;
LiteSession defines session in MindSpore Lite for compiling Model and forwarding model.
Public Member Functions
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init
public boolean init(MSConfig config)
Initialize LiteSession.
Parameters
MSConfig: MSConfig class.
Returns
Whether the initialization is successful.
bindThread
public void bindThread(boolean if_bind)
Attempt to bind or unbind threads in the thread pool to or from the specified cpu core.
Parameters
if_bind: Define whether to bind or unbind threads.
compileGraph
public boolean compileGraph(Model model)
Compile MindSpore Lite model.
Parameters
Model: Define the model to be compiled.
Returns
Whether the compilation is successful.
runGraph
public boolean runGraph()
Run the session for inference.
Returns
Whether the inference is successful.
getInputs
public List<MSTensor> getInputs()
Get the MSTensors input of MindSpore Lite model.
Returns
The vector of MindSpore Lite MSTensor.
getInputsByTensorName
public MSTensor getInputsByTensorName(String tensorName)
Get the MSTensors input of MindSpore Lite model by the node name.
Parameters
tensorName: Define the tensor name.
Returns
MindSpore Lite MSTensor.
getOutputsByNodeName
public List<MSTensor> getOutputsByNodeName(String nodeName)
Get the MSTensors output of MindSpore Lite model by the node name.
Parameters
nodeName: Define the node name.
Returns
The vector of MindSpore Lite MSTensor.
getOutputMapByTensor
public Map<String, MSTensor> getOutputMapByTensor()
Get the MSTensors output of the MindSpore Lite model associated with the tensor name.
Returns
The map of output tensor name and MindSpore Lite MSTensor.
getOutputTensorNames
public List<String> getOutputTensorNames()
Get the name of output tensors of the model compiled by this session.
Returns
The vector of string as output tensor names in order.
getOutputByTensorName
public MSTensor getOutputByTensorName(String tensorName)
Get the MSTensors output of MindSpore Lite model by the tensor name.
Parameters
tensorName: Define the tensor name.
Returns
Pointer of MindSpore Lite MSTensor.
resize
public boolean resize(List<MSTensor> inputs, int[][] dims)
Resize inputs shape.
Parameters
inputs: Model inputs.dims: Define the new inputs shape.
Returns
Whether the resize is successful.
free
public void free()
Free LiteSession.