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Update sample_generator.py 

Changed {sample_index} to {sample_index:03} in file names and logs for sample generator to allow for proper sorting in wandb and other places when there are more than 10 samples as currently wandb sorts as follows: 0, 1, 10, 11, 2, etc. With this change it would be 000, 001, 002, ... , 010, 011, etc.
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scottshireman 2024-12-03 08:47:28 -05:00 committed by GitHub
parent 684849ca6e
commit dc756ce22a
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1 changed files with 4 additions and 4 deletions
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utils/sample_generator.py
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@ -272,15 +272,15 @@ class SampleGenerator:
prompt = prompts[prompt_idx]
clean_prompt = clean_filename(prompt)
result.save(f"{self.log_folder}/samples/gs{global_step:05}-{sample_index}-{extra_info}{clean_prompt[:100]}.jpg", format="JPEG", quality=95, optimize=True, progressive=False)
with open(f"{self.log_folder}/samples/gs{global_step:05}-{sample_index}-{extra_info}{clean_prompt[:100]}.txt", "w", encoding='utf-8') as f:
result.save(f"{self.log_folder}/samples/gs{global_step:05}-{sample_index:03}-{extra_info}{clean_prompt[:100]}.jpg", format="JPEG", quality=95, optimize=True, progressive=False)
with open(f"{self.log_folder}/samples/gs{global_step:05}-{sample_index:03}-{extra_info}{clean_prompt[:100]}.txt", "w", encoding='utf-8') as f:
f.write(str(batch[prompt_idx]))
tfimage = transforms.ToTensor()(result)
if batch[prompt_idx].wants_random_caption:
self.log_writer.add_image(tag=f"sample_{sample_index}{extra_info}", img_tensor=tfimage, global_step=global_step)
self.log_writer.add_image(tag=f"sample_{sample_index:03}{extra_info}", img_tensor=tfimage, global_step=global_step)
else:
self.log_writer.add_image(tag=f"sample_{sample_index}_{extra_info}{clean_prompt[:100]}", img_tensor=tfimage, global_step=global_step)
self.log_writer.add_image(tag=f"sample_{sample_index:03}_{extra_info}{clean_prompt[:100]}", img_tensor=tfimage, global_step=global_step)
sample_index += 1
del result