The model can behave as an encoder (with only self-attention) as well as a decoder, in which case a layer of cross-attention is added between

Apply Normalization to Image Pixels on GPU

Track a series of values and provide access to smoothed values over a window or the global series average.

Construct the embeddings from word and position embeddings.

Apply Normalization to Image Pixels on GPU

MLP as used in Vision Transformer, MLP-Mixer and related networks

An abstract class to handle weights initialization and a simple interface for downloading and loading pretrained models.

Gather tensors from all workers with support for backward propagation: This implementation does not cut the gradients as torch.distributed.al

Apply Normalization to Image Pixels on GPU