Module `pearl.action_representation_modules.action_representation_module`

Expand source code

from abc import ABC, abstractmethod

import torch

import torch.nn as nn


class ActionRepresentationModule(ABC, nn.Module):
    """
    An abstract interface for action representation module.
    """

    @abstractmethod
    def forward(self, x: torch.Tensor) -> torch.Tensor:
        pass

Classes

class ActionRepresentationModule (*args, **kwargs)

An abstract interface for action representation module.

Initializes internal Module state, shared by both nn.Module and ScriptModule.

Expand source code

class ActionRepresentationModule(ABC, nn.Module):
    """
    An abstract interface for action representation module.
    """

    @abstractmethod
    def forward(self, x: torch.Tensor) -> torch.Tensor:
        pass

Ancestors

abc.ABC
torch.nn.modules.module.Module

Subclasses

Methods

def forward(self, x: torch.Tensor) ‑> torch.Tensor

Defines the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the :class:Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.

Expand source code

@abstractmethod
def forward(self, x: torch.Tensor) -> torch.Tensor:
    pass