Measuring and Mitigating Energy and Carbon Footprints in Machine Learning
Description
Here are the automated appendices generated for the translation and imagenet experiments in the paper 'Measuring and Mitigating Energy and Carbon Footprints in Machine Learning'.
Executive Summary
| Experiment | total_power | exp_len_hours | cpu_hours | gpu_hours | estimated_carbon_impact_kg | |
|---|---|---|---|---|---|---|
| 1 | ImageNet Experiments | 0.022 +/- 0.00 | 0.167 +/- 0.02 | 0.176 +/- 0.02 | 0.073 +/- 0.01 | 0.007 +/- 0.00 |
| 2 | Translation Experiments | 0.018 +/- 0.00 | 0.159 +/- 0.01 | 0.170 +/- 0.01 | 0.054 +/- 0.00 | 0.006 +/- 0.00 |