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Think about how to speed up semantic similarity #29

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BlancaCalvo opened this issue Jun 30, 2022 · 3 comments
Open

Think about how to speed up semantic similarity #29

BlancaCalvo opened this issue Jun 30, 2022 · 3 comments

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@BlancaCalvo
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BlancaCalvo commented Jun 30, 2022 •
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  • Parallelize
  • Pre-filter telegram with keywords (maybe menéame too)
  • Pre-filter by length
  • Creating windows to have concatenated conversations
@cuquiwi cuquiwi self-assigned this Jun 30, 2022
@Oliph Oliph mentioned this issue Jun 30, 2022
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@BlancaCalvo
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@asier-gutierrez propone https://www.philschmid.de/static-quantization-optimum

@cuquiwi
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cuquiwi commented Jun 30, 2022

Seems too complicated to accelerate just a little.
I will parallelize. The current Memory in the VM allows us to use 2 threads without swapping memory in theory.

@cuquiwi
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cuquiwi commented Jul 1, 2022

Finally parallelizing the encoding of the messages is a bad idea (even not possible). And the encoding already uses multiprocessing.
So I will try Asier's method

@Oliph Oliph mentioned this issue Apr 5, 2023
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@cuquiwi @BlancaCalvo