def model_and_diffusion_defaults()

in guided_diffusion/script_util.py [0:0]

• 20 lines of code
• 1 McCabe index (conditional complexity)

def model_and_diffusion_defaults():
    """
    Defaults for image training.
    """
    res = dict(
        image_size=64,
        num_channels=128,
        num_res_blocks=2,
        num_heads=4,
        num_heads_upsample=-1,
        num_head_channels=-1,
        attention_resolutions="16,8",
        channel_mult="",
        dropout=0.0,
        class_cond=False,
        use_checkpoint=False,
        use_scale_shift_norm=True,
        resblock_updown=False,
        use_fp16=False,
        use_new_attention_order=False,
    )
    res.update(diffusion_defaults())
    return res