Create a model plugin to calculate the energy and carbon consumed during AI model training #33
navveenb
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I am thinking to implement this using https://mlco2.github.io/impact/. We can get the inputs Hardware type, Hours Used, Provider, Region of Compute and return the raw carbon emissions produced and the approximate offset carbon emissions. I know the data is outdated, but in future if we get a updated source we can use it. If we need more accurate results then we can also integrate with paid services like https://www.climatiq.io |
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Story
As a user, I want to calculate the environmental impact of the AI model
Rationale
This idea is to generate a model that could be used to calculate the energy and carbon consumed during AI model training.
Scope
This is a Model implementation.
Implementation guidelines
This model MUST conform to the
ModelPlugin
interface*Difficulty
4/5
Impact
4/5
Examples and resources
IMPL writing guide
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