GPU suitability for parallel file processing application


I have a bunch of very large files that can be processed in parallel. Can I do this efficiently using seperate cores of a GPU. What kind of performance enhancement can I expect?? Will I eventually be limited by file I/O.


Whether you’ll be bound by file I/O depends on how compute intensive is the processing and how much parallelism can you extract. “Processing large files” can mean literally anything :)

How large ?
Are they binary or do they need to be parsed (e.g. text to float) ?

What is your hardware please