transformers
4aa8f6ad - [logging] autoflush (#9385)

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4 years ago
[logging] autoflush (#9385) This PR proposes to: * auto-flush `transformers` logging When using logging for tracing signals from different parts of the code and which could be mixed with print debug this aids to get all the logging events synchronized. I don't think this change will introduce any performance impacts. If it helps someone here is the code I used to sync `transformers` logging with various other debug prints. I was porting bart to MP and I needed to trace that the device switching happens correctly and I added a bunch of logger.info calls inside `modeling_bart.py` and also had some other helpers `print` debug messages which weren't logger based: ``` # auto flush std streams from sys import stdout, stderr def stdout_write_flush(args, w=stderr.write): w(args); stderr.flush() def stderr_write_flush(args, w=stderr.write): w(args); stderr.flush() stdout.write = stdout_write_flush stderr.write = stderr_write_flush from transformers import BartTokenizer, BartForConditionalGeneration, BartConfig import logging import transformers.utils.logging import transformers.models.bart.modeling_bart # I wanted a shorter simpler format handlers = transformers.utils.logging._get_library_root_logger().handlers for handler in handlers: formatter = logging.Formatter("[%(funcName)s] %(message)s") handler.setFormatter(formatter) transformers.models.bart.modeling_bart.logger.setLevel(transformers.logging.INFO) ``` @LysandreJik, @sgugger, @patrickvonplaten
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