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Very slow transliteration #20

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adsk2050 opened this issue Mar 25, 2023 · 2 comments
Open

Very slow transliteration #20

adsk2050 opened this issue Mar 25, 2023 · 2 comments

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@adsk2050
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Hello

It is taking a lot of time for doing transliteration on a dataset. What is the time complexity of this library? Is there any way to get this done faster? I don't have a GPU so any other way it can be sped up?

@StephennFernandes
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hey were you able to find a solution for speeding up the process ?

i have been facing similar issues, for sentence that has 47 words the latency is around 600ms, and i need the model to perform inference on text around 2k words at least with 300-600ms latency.

the following is how my code looks like for yielding minimal inference latency.

translit = XlitEngine(beam_width=1, rescore=False, model_type="transformer", src_script_type = "indic")

@yashmadhani97 @GokulNC hey guys could you please help me out on this ?

currently looking for transliterating docs that contain millions of sentences. (hence inference latency is critical for me)

@UmerTariq1
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Hi. Did you guys find any way to make the transliteration faster?

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