Learn more about how PipelineParallel works here. pixel values A tensor of the numerical representations of an image that is passed to a model. The pixel values have a shape of [batch_size, num_channels, height, width], and are generated from an image processor. pooling An operation that reduces a matrix into a smaller matrix, either by taking the maximum or average of the pooled dimension(s).