org.pytorch

Class Module

java.lang.Object

org.pytorch.Module

public class Module
extends java.lang.Object

Java wrapper for torch::jit::Module.

Method Summary

Modifier and Type	Method and Description
void	destroy() Explicitly destroys the native torch::jit::Module.
IValue	forward(IValue... inputs) Runs the 'forward' method of this module with the specified arguments.
static Module	load(java.lang.String modelPath) Loads a serialized TorchScript module from the specified path on the disk to run on CPU.
static Module	load(java.lang.String modelPath, java.util.Map<java.lang.String,java.lang.String> extraFiles, Device device) Loads a serialized TorchScript module from the specified path on the disk to run on specified device.
IValue	runMethod(java.lang.String methodName, IValue... inputs) Runs the specified method of this module with the specified arguments.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

load

public static Module load(java.lang.String modelPath,
                          java.util.Map<java.lang.String,java.lang.String> extraFiles,
                          Device device)

Loads a serialized TorchScript module from the specified path on the disk to run on specified device.

Parameters:

modelPath - path to file that contains the serialized TorchScript module.

extraFiles - map with extra files names as keys, content of them will be loaded to values.

device - Device to use for running specified module.

Returns:

new Module object which owns torch::jit::Module.

load

public static Module load(java.lang.String modelPath)

Loads a serialized TorchScript module from the specified path on the disk to run on CPU.

Parameters:

modelPath - path to file that contains the serialized TorchScript module.

Returns:

new Module object which owns torch::jit::Module.

forward

public IValue forward(IValue... inputs)

Runs the 'forward' method of this module with the specified arguments.

Parameters:

inputs - arguments for the TorchScript module's 'forward' method.

Returns:

return value from the 'forward' method.

runMethod

public IValue runMethod(java.lang.String methodName,
                        IValue... inputs)

Runs the specified method of this module with the specified arguments.

Parameters:

methodName - name of the TorchScript method to run.

inputs - arguments that will be passed to TorchScript method.

Returns:

return value from the method.

destroy

public void destroy()

Explicitly destroys the native torch::jit::Module. Calling this method is not required, as the native object will be destroyed when this object is garbage-collected. However, the timing of garbage collection is not guaranteed, so proactively calling destroy can free memory more quickly. See HybridData.resetNative().