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Add progress to vae decode tiled

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pythongosssss
2023-04-24 11:55:44 +01:00
parent 737c158763
commit c8c9926eeb
2 changed files with 12 additions and 4 deletions
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12
comfy/sd.py
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@@ -1,6 +1,7 @@
import torch
import contextlib
import copy
from tqdm.auto import tqdm
import sd1_clip
import sd2_clip
@@ -437,11 +438,16 @@ class VAE:
self.device = device
def decode_tiled_(self, samples, tile_x=64, tile_y=64, overlap = 16):
it_1 = -(samples.shape[2] // -(tile_y * 2 - overlap)) * -(samples.shape[3] // -(tile_x // 2 - overlap))
it_2 = -(samples.shape[2] // -(tile_y // 2 - overlap)) * -(samples.shape[3] // -(tile_x * 2 - overlap))
it_3 = -(samples.shape[2] // -(tile_y - overlap)) * -(samples.shape[3] // -(tile_x - overlap))
pbar = tqdm(total=samples.shape[0] * (it_1 + it_2 + it_3))
decode_fn = lambda a: (self.first_stage_model.decode(1. / self.scale_factor * a.to(self.device)) + 1.0)
output = torch.clamp((
(utils.tiled_scale(samples, decode_fn, tile_x // 2, tile_y * 2, overlap, upscale_amount = 8) +
utils.tiled_scale(samples, decode_fn, tile_x * 2, tile_y // 2, overlap, upscale_amount = 8) +
utils.tiled_scale(samples, decode_fn, tile_x, tile_y, overlap, upscale_amount = 8))
(utils.tiled_scale(samples, decode_fn, tile_x // 2, tile_y * 2, overlap, upscale_amount = 8, pbar = pbar) +
utils.tiled_scale(samples, decode_fn, tile_x * 2, tile_y // 2, overlap, upscale_amount = 8, pbar = pbar) +
utils.tiled_scale(samples, decode_fn, tile_x, tile_y, overlap, upscale_amount = 8, pbar = pbar))
/ 3.0) / 2.0, min=0.0, max=1.0)
return output