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I am trying to use ffcv for an image to image prediction problem, Depth Prediction. I am unable to achieve any speed-up in my basic implementation compared to a a naive dataloading mechanism (reading files from disk and iterating over them). What are ways that I can use to understand if ffcv can actually be used to speed up my use case? What are some knobs I can tune to maybe increase the speed of ffcv? num_workers etc
The text was updated successfully, but these errors were encountered:
swamiviv
changed the title
Gain on Image to Image problems?
Speedup on Image to Image problems?
Jul 26, 2023
I am trying to use ffcv for an image to image prediction problem, Depth Prediction. I am unable to achieve any speed-up in my basic implementation compared to a a naive dataloading mechanism (reading files from disk and iterating over them). What are ways that I can use to understand if ffcv can actually be used to speed up my use case? What are some knobs I can tune to maybe increase the speed of ffcv? num_workers etc
The text was updated successfully, but these errors were encountered: