Comments (3)
matt-peters
commented on July 21, 2024
I haven't run into a memory leak but maybe you've hit an edge case. Have you split your training data into many different files? The training code loads each entire file into memory and converts to character ids so it's possible a 1.3 GB text file would expand to 128 GB of memory.
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zsy23
commented on July 21, 2024
Thank you for reply. I modify some part of code to train on chinese corpus, then run the code and find the code forever loop in the 'While True' loop in the bilm/data.py:_get_batch():line 263. Maybe because i modify some important detail, i will check it.
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leon-cas
commented on July 21, 2024
@zsy23 hi, did you fix this problem？ i met the same question as you did.
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Related Issues (20)
- UnicodeError when run example: python -m unittest discover tests/ HOT 2
- how many time it takes if I training a 5GB corpus on 1080ti
- How to use ELMo in Keras version? HOT 1
- why should vocabulary file be sorted in descending order by token count in our training data？
- bug during data loading (and tests) HOT 2
- Training ELMO on TPU for generating embedding from custom dataset
- how to freeze some layers during training HOT 1
- Import Error: No module named bilm.training when I try to incrementally train ELMo HOT 1
- drastic impact of Changing the vocabulary on perplexity HOT 1
- incremental training on less than 2000 sentences HOT 2
- elmo sentence embeddings using usage_token.py
- The PyTorch version replication of the "Deep contextualized word representations" is missing
- Does any code about ELMO+ESIM? HOT 1
- Exporting finetuned model to SavedModel format for Tensorflow Serving HOT 6
- Compute training time
- Preparing training data for a domain with many multi keyword token HOT 1
- Running into error on tests HOT 3
- Saving the custom trained ELMO embedding (hdf5) in the format of tensorhub models
- 2021-10-29 14:13:30.313623: E C:\users\nwani\_bazel_nwani\mmtm6wb6\execroot\org_tensorflow\tensorflow\stream_executor\cuda\cuda_event.cc:49] Error polling for event status: failed to query event: CUDA_ERROR_OUT_OF_MEMORY
- Pre-trained links do not work HOT 7
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