diff options
Diffstat (limited to 'modules/hypertile.py')
| -rw-r--r-- | modules/hypertile.py | 36 |
1 files changed, 36 insertions, 0 deletions
diff --git a/modules/hypertile.py b/modules/hypertile.py index 32d8604c..fee24a8c 100644 --- a/modules/hypertile.py +++ b/modules/hypertile.py @@ -332,3 +332,39 @@ def split_attention( module.forward = module._original_forward_hypertile del module._original_forward_hypertile del module._split_sizes_hypertile + +def hypertile_context_vae(model:nn.Module, aspect_ratio:float, tile_size:int, opts): + """ + Returns context manager for VAE + """ + enabled = not opts.hypertile_split_vae_attn + swap_size = opts.hypertile_swap_size_vae + max_depth = opts.hypertile_max_depth_vae + tile_size_max = opts.hypertile_max_tile_vae + return split_attention( + model, + aspect_ratio=aspect_ratio, + tile_size=min(tile_size, tile_size_max), + swap_size=swap_size, + disable=not enabled, + max_depth=max_depth, + is_sdxl=False, + ) + +def hypertile_context_unet(model:nn.Module, aspect_ratio:float, tile_size:int, opts, is_sdxl:bool): + """ + Returns context manager for U-Net + """ + enabled = not opts.hypertile_split_unet_attn + swap_size = opts.hypertile_swap_size_unet + max_depth = opts.hypertile_max_depth_unet + tile_size_max = opts.hypertile_max_tile_unet + return split_attention( + model, + aspect_ratio=aspect_ratio, + tile_size=min(tile_size, tile_size_max), + swap_size=swap_size, + disable=not enabled, + max_depth=max_depth, + is_sdxl=is_sdxl, + )
\ No newline at end of file |