PratikKulkar

Hey, did you got the solution I am also facing the same issue while training GAN!

Hello @iver56, Thank you for your valuable feedback. I have implemented the suggested changes and replaced eager caching with lazy caching. The system now caches file-related time information on demand,...

Hello @iver56 , Thank you for your detailed response and insights into the performance and memory usage of different data structures. The comparison between list, dictionary, and NumPy array was...

> @PratikKulkar Could you please resolve the merge conflict? Thanks in advance! It's time to get this merged Hello @iver56, The conflict has been resolved. Kindly review and let me...

> Hey @PratikKulkar thanks for the work you've done I missed your PR and ended up implementing the same thing 😅. Maybe we can use this PR to remove the...

> Hey :) Yes, this makes sense when the background noise files are quite long. The sound durations can be cached too, to reduce the amount of lookups, which may...

> > Are you suggesting caching the duration values in memory to avoid redundant file lookups during augmentation, especially on systems with slower disk I/O (like spinning hard drives)? >...

Hello @iver56, I have implemented caching for time information using a dictionary, with the file name as the key. I am attaching some test case results for your review. Could...