twinlab.Emulator.export#
- Emulator.export(file_path, format, observation_noise=None, verbose=True)[source]#
Export your emulator using a valid file format. Currently twinLab support exporting emulators in the following formats:
"torchscript"
: Export the emulator as a TorchScript model for easy inference in PyTorch. Please see the Pytorch documentation for more information on how to use TorchScript models.
- Parameters:
file_path (str) – The path to save the exported emulator.
format (str) – The format in which to export the emulator. Valid strings include
"torchscript"
.observation_noise (bool, optional) – If supported by your emulator, setting this to
True
means the emulator will be exported with observation noise.verbose (bool, optional) – Display detailed information about the operation while running.
- Return type:
- Returns:
None
Examples
emulator = tl.Emulator("emulator_id") emulator.train(dataset, inputs, outputs, params) emulator.export("torchscript")