concrete.ml.torch.numpy_module.md
module concrete.ml.torch.numpy_module
concrete.ml.torch.numpy_module
A torch to numpy module.
Global Variables
OPSET_VERSION_FOR_ONNX_EXPORT
class NumpyModule
NumpyModule
General interface to transform a torch.nn.Module to numpy module.
Args:
torch_model
(Union[nn.Module, onnx.ModelProto]): A fully trained, torch model along with its parameters or the onnx graph of the model.dummy_input
(Union[torch.Tensor, Tuple[torch.Tensor, ...]]): Sample tensors for all the module inputs, used in the ONNX export to get a simple to manipulate nn representation.debug_onnx_output_file_path
: (Optional[Union[Path, str]], optional): An optional path to indicate where to save the ONNX file exported by torch for debug. Defaults to None.
method __init__
__init__
property onnx_model
Get the ONNX model.
.. # noqa: DAR201
Returns:
_onnx_model
(onnx.ModelProto): the ONNX model
method forward
forward
Apply a forward pass on args with the equivalent numpy function only.
Args:
*args
: the inputs of the forward function
Returns:
Union[numpy.ndarray, Tuple[numpy.ndarray, ...]]
: result of the forward on the given inputs
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