Centered-Clipping - Charisius Library Documentation

Centered Clipping Function

Here's how to use the Centered Clipping function:


                # Import the library
                import charisius

                # Initialize aggregator and vectors
                aggregator = ...
                vectors = [...]

                # Call centered_clipping function
                result = charisius.centered_clipping(aggregator, vectors)

Inputs

aggregator: object - The aggregator object containing the 'prev_momentum' property.
vectors: list - The list of PyTorch Tensors to be processed.

Outputs

result: torch.Tensor - The result vector after applying the centered clipping function.