mlcommons / mlcommons/tiny

addQuantize and addDequantize in th_final_initialize of anamoly detection submitter_implemented.cpp

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Dominant language
C
Stars
479
Forks
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Description

Would it be possible to receive an explanation on towards why these functions are being used in the th_final_initialize function. From what I can see, they only run a check and are never used anymore. I ask because I am having some trouble importing the files needed for them to work onto my project. The issue being that adding all the source files needed for those functions makes me go over my memory requirements.

submitter_implemented_question

Basically, are these functions/checks essential to the project or would I be able to leave them out?

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Research direction

Start by reading th_final_initialize in submitter_implemented.cpp and tracing the uses of addQuantize and addDequantize, including the source files they require. Document whether these checks are essential and whether they can be omitted under the reported memory constraints, with enough detail for users to make that choice.

Written by the indexing model from the issue text.

Assessment

Tech stack
c
Domain
embedded-iot, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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