Track emissions from Compute and recommend ways to reduce their impact on the environment.
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This is a well-documented and impactful project. The "codecarbon" concept is clearly presented, and the existing package offers a tangible way to track and visualize emissions. Sustainability is addressed by providing concrete steps for users to monitor and potentially reduce their carbon footprint.
Next: Develop a ranking system to create a leaderboard to highlight the most efficient solutions.
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Excellent work!
Next, focus on enhancing the "recommendations" aspect. Build a module that, based on tracked emissions, suggests specific code optimizations, alternative hardware configurations, or scheduling adjustments to reduce environmental impact. Aim for practical and actionable insights.
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We have a command-line tool to computes searches of what you are running, the result published to a dashboard. Looking at instrumenting this with Python. The use case: devops pushing code to remote servers. Our goal is to submit at least one bug fix today!