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https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
synced 2025-08-05 03:32:37 +00:00
Switched to exception handling
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@@ -161,7 +161,6 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini
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shared.state.textinfo = "Initializing textual inversion training..."
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shared.state.job_count = steps
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extns = [".jpg",".jpeg",".png",".webp",".bmp"]
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filename = os.path.join(shared.cmd_opts.embeddings_dir, f'{embedding_name}.pt')
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@@ -201,10 +200,6 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini
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if ititial_step > steps:
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return embedding, filename
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tr_img_len = len([os.path.join(data_root, file_path) for file_path in os.listdir(data_root) if os.path.splitext(file_path.casefold())[1] in extns])
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epoch_len = (tr_img_len * num_repeats) + tr_img_len
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pbar = tqdm.tqdm(enumerate(ds), total=steps-ititial_step)
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for i, (x, text) in pbar:
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embedding.step = i + ititial_step
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@@ -228,10 +223,10 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini
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loss.backward()
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optimizer.step()
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epoch_num = embedding.step // epoch_len
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epoch_step = embedding.step - (epoch_num * epoch_len) + 1
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epoch_num = embedding.step // len(ds)
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epoch_step = embedding.step - (epoch_num * len(ds)) + 1
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pbar.set_description(f"[Epoch {epoch_num}: {epoch_step}/{epoch_len}]loss: {losses.mean():.7f}")
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pbar.set_description(f"[Epoch {epoch_num}: {epoch_step}/{len(ds)}]loss: {losses.mean():.7f}")
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if embedding.step > 0 and embedding_dir is not None and embedding.step % save_embedding_every == 0:
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last_saved_file = os.path.join(embedding_dir, f'{embedding_name}-{embedding.step}.pt')
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@@ -243,9 +238,12 @@ def train_embedding(embedding_name, learn_rate, data_root, log_directory, traini
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p = processing.StableDiffusionProcessingTxt2Img(
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sd_model=shared.sd_model,
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prompt=text,
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steps=20,
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height=training_height,
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steps=28,
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height=768,
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width=training_width,
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negative_prompt="lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts,signature, watermark, username, blurry, artist name",
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cfg_scale=7.0,
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sampler_index=0,
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do_not_save_grid=True,
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do_not_save_samples=True,
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)
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