tcm03 commited on
Commit
6e715c9
·
1 Parent(s): 59dc16e

Add memory snapshot

Browse files
Files changed (1) hide show
  1. preprocessing/entube_dataset.py +4 -0
preprocessing/entube_dataset.py CHANGED
@@ -1,3 +1,4 @@
 
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  from torch.utils.data import Dataset
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  from typing import List
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  import os
@@ -21,7 +22,10 @@ class EnTubeDataset(Dataset):
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  file_names = os.listdir(folder_path)
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  for file_name in file_names:
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  file_path = os.path.join(folder_path, file_name)
 
 
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  video, image_size = process_video_frames(file_path, image_processor, device)
 
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  self.videos.append(video)
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  self.image_sizes.append(image_size)
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  print(f'@tcm: In EnTubeDataset.__init__(): done')
 
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+ import torch
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  from torch.utils.data import Dataset
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  from typing import List
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  import os
 
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  file_names = os.listdir(folder_path)
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  for file_name in file_names:
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  file_path = os.path.join(folder_path, file_name)
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+ print(f'@tcm: In EnTubeDataset.__init__(): file_path={file_path}')
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+ torch.cuda.memory._record_memory_history()
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  video, image_size = process_video_frames(file_path, image_processor, device)
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+ torch.cuda.memory._dump_snapshot(f"{folder_path.strip('./\\')}-{file_name}.pickle")
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  self.videos.append(video)
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  self.image_sizes.append(image_size)
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  print(f'@tcm: In EnTubeDataset.__init__(): done')