Add progress bar for SwinIR in cmd
I do not know how to add them to the UI...
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2 changed files with 15 additions and 12 deletions
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@ -5,6 +5,7 @@ import numpy as np
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import torch
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from PIL import Image
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from basicsr.utils.download_util import load_file_from_url
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from tqdm import tqdm
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from modules import modelloader
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from modules.paths import models_path
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@ -122,18 +123,20 @@ def inference(img, model, tile, tile_overlap, window_size, scale):
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E = torch.zeros(b, c, h * sf, w * sf, dtype=torch.half, device=device).type_as(img)
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W = torch.zeros_like(E, dtype=torch.half, device=device)
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for h_idx in h_idx_list:
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for w_idx in w_idx_list:
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in_patch = img[..., h_idx: h_idx + tile, w_idx: w_idx + tile]
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out_patch = model(in_patch)
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out_patch_mask = torch.ones_like(out_patch)
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with tqdm(total=len(h_idx_list) * len(w_idx_list), desc="SwinIR tiles") as pbar:
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for h_idx in h_idx_list:
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for w_idx in w_idx_list:
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in_patch = img[..., h_idx: h_idx + tile, w_idx: w_idx + tile]
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out_patch = model(in_patch)
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out_patch_mask = torch.ones_like(out_patch)
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E[
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..., h_idx * sf: (h_idx + tile) * sf, w_idx * sf: (w_idx + tile) * sf
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].add_(out_patch)
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W[
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..., h_idx * sf: (h_idx + tile) * sf, w_idx * sf: (w_idx + tile) * sf
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].add_(out_patch_mask)
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E[
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..., h_idx * sf: (h_idx + tile) * sf, w_idx * sf: (w_idx + tile) * sf
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].add_(out_patch)
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W[
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..., h_idx * sf: (h_idx + tile) * sf, w_idx * sf: (w_idx + tile) * sf
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].add_(out_patch_mask)
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pbar.update(1)
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output = E.div_(W)
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return output
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@ -3,6 +3,6 @@
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set PYTHON=
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set GIT=
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set VENV_DIR=
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set COMMANDLINE_ARGS=
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set COMMANDLINE_ARGS=--autolaunch
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call webui.bat
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