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using GPU about levenshtein HOT 1 CLOSED

sbassi avatar sbassi commented on May 28, 2024
using GPU

from levenshtein.

Comments (1)

maxbachmann avatar maxbachmann commented on May 28, 2024

No, as of now, there is no option to run any of the algorithms on a GPU. Since most algorithms use bitparallelism it would theoretically be possible to implement them on a GPU. However at least right now I consider this out of scope of RapidFuzz/Levenshtein. It would be a lot of work to implement and a lot harder to distribute. So this would likely need to be implemented in a separate library.

I assume you're asking because you need to compare a lot of string. Did you already try to use rapidfuzz.cdist for this? It allows comparing whole lists of strings, which is significantly faster, since it removes the overhead of calling the functions from Python. In addition it gives the option to use multithreading:

from rapidfuzz import process, string_metric

cdist(a, b, scorer=string_metric.levenshtein)

from levenshtein.

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