File: transforms.py

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import torch


class Normalize(torch.nn.Module):
    def forward(self, tensor):
        return (tensor - tensor.mean(-1, keepdim=True)) / tensor.std(-1, keepdim=True)


class UnsqueezeFirst(torch.nn.Module):
    def forward(self, tensor):
        return tensor.unsqueeze(0)