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How can I implement a chunked dataset in Torch?
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0
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19
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March 3, 2025
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Imbalance in training data
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2
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115
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March 1, 2025
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How can I use an iterable dataset and dataloader for ML training?
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7
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81
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February 28, 2025
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Pickling entire dataloader when n_workers > 0 causing GCP issues
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0
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21
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February 24, 2025
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Encountered strange overfitting during training, with `num_worker > 0`, when shuffling is off
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4
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348
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February 24, 2025
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Deep Conv1d NN & DataLoader: Must batch_size = in_channels of first Conv1d layer?
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1
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32
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February 22, 2025
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Sizes of tensors must match except in dimension 0. Expected size 914 but got size 531 for tensor number 1 in the list
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2
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54
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February 20, 2025
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Unexpected behavior when slicing numpy array with torch tensor
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0
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33
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February 15, 2025
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Potential issues with very large map style dataset
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0
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20
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February 14, 2025
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Load_state_dict prevent copying
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0
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37
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February 14, 2025
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How to make __getitem__ more efficient in loading images?
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3
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88
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February 14, 2025
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DataLoader prefetches batches for the next epoch after being consumed once?
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4
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1398
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February 13, 2025
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DataSaver instead of DataLoader - Efficient way to transfer big amounts of logged data
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3
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68
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February 12, 2025
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How to load a very large dataset when training a time series model?
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0
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50
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February 10, 2025
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Why does IterableDataset and DataLoader cause issues with training metrics?
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3
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74
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February 10, 2025
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Reusing worker processes across different DataLoader instances
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0
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32
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February 7, 2025
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Why is tensor.pin_memory().cuda() significantly slower?
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4
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202
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February 5, 2025
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How to deal with having multiple images per subject for just one of my inputs while only having one image per subject for other inputs?
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2
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40
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January 30, 2025
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RuntimeError: result type Float can't be cast to the desired output type Long---
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2
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83
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January 24, 2025
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Dataloader: transfer tensors to cuda stalls
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0
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102
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January 22, 2025
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Collate function is not called in dataloader
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6
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1555
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January 19, 2025
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Handling sparse batches to speed up training
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2
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130
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January 18, 2025
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Processing unfolded tensors 2x slower?
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0
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102
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January 17, 2025
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Best practices for infinite data using IterableDataset
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0
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90
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January 15, 2025
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Problem with loading multiple data files using iterableDataset
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0
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70
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January 10, 2025
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Pairwise distance calc for large tensors
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1
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151
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January 7, 2025
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Why doesn't torch have a memmap-like function?
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1
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42
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January 7, 2025
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Running inference of a model as part of loading training data for another model
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0
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21
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January 7, 2025
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Best way to save and load lots of tensors
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7
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10829
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January 3, 2025
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Dataloader is slow with sampling TensorDataset
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1
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232
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December 28, 2024
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