input_features:
    -
        name: xyz1
        type: image
        encoder: resnet
        resnet_size: 8

output_features:
    -
        name: xyz2
        type: category
        
preprocessing:
        force_split: false
        image:
            in_memory: false
            num_processes: 6
        
training:
        batch_size: 24
        learning_rate: 0.01
        epochs: 1