Method save

bindsnet/network/network.py:163–197

Serializes the network object to disk. :param file_name: Path to store serialized network object on disk. **Example:** .. code-block:: python import torch import matplotlib.pyplot as plt from pathlib import Path

(self, file_name: str)

        monitor.dt = self.dt

    def save(self, file_name: str) -> None:
        # language=rst
        """
        Serializes the network object to disk.

        :param file_name: Path to store serialized network object on disk.

        **Example:**

        .. code-block:: python

            import torch
            import matplotlib.pyplot as plt

            from pathlib          import Path
            from bindsnet.network import *
            from bindsnet.network import topology

            # Build simple network.
            network = Network(dt=1.0)

            X = nodes.Input(100)  # Input layer.
            Y = nodes.LIFNodes(100)  # Layer of LIF neurons.
            C = topology.Connection(source=X, target=Y, w=torch.rand(X.n, Y.n))  # Connection from X to Y.

            # Add everything to the network object.
            network.add_layer(layer=X, name='X')
            network.add_layer(layer=Y, name='Y')
            network.add_connection(connection=C, source='X', target='Y')

            # Save the network to disk.
            network.save(str(Path.home()) + '/network.pt')
        """
        torch.serialization.add_safe_globals([self])
        torch.save(self, open(file_name, "wb"))

    def clone(self) -> "Network":
        # language=rst