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As lilcom is often used through Lhotse, several Lhotse users have reported that the decompression is computationally expensive; some of my colleagues performed dataloader profiling and found it takes 50% of the time in their data pipeline. I am not familiar with the details of lilcom’s algorithm, but perhaps it could be optimized somehow?
The text was updated successfully, but these errors were encountered:
Hm, it may be hard to optimize much.
Might be worth investigating whether compiling locally, instead of using
pip, helps (not sure if pip is installing binaries, or if it gets installed
locally via compilation when you use pip).
As lilcom is often used through Lhotse, several Lhotse users have reported that the decompression is computationally expensive; some of my colleagues performed dataloader profiling and found it takes 50% of the time in their data pipeline. I am not familiar with the details of lilcom’s algorithm, but perhaps it could be optimized somehow?
The text was updated successfully, but these errors were encountered: