Translation Experiments
Description
Translation Experiments for paper.
Executive Summary
| Experiment | total_power | exp_len_hours | cpu_hours | gpu_hours | estimated_carbon_impact_kg | |
|---|---|---|---|---|---|---|
| 3 | ConvNet (45-50 words) | 0.031 +/- 0.00 | 0.275 +/- 0.00 | 0.293 +/- 0.00 | 0.091 +/- 0.00 | 0.012 +/- 0.00 |
| 6 | Transformer (45-50 words) | 0.029 +/- 0.00 | 0.239 +/- 0.00 | 0.247 +/- 0.00 | 0.081 +/- 0.00 | 0.010 +/- 0.00 |
| 2 | ConvNet (3-50 words) | 0.019 +/- 0.00 | 0.160 +/- 0.00 | 0.178 +/- 0.01 | 0.055 +/- 0.00 | 0.006 +/- 0.00 |
| 5 | Transformer (3-50 words) | 0.016 +/- 0.00 | 0.137 +/- 0.00 | 0.142 +/- 0.00 | 0.047 +/- 0.00 | 0.006 +/- 0.00 |
| 1 | ConvNet (3-8 words) | 0.005 +/- 0.00 | 0.048 +/- 0.00 | 0.059 +/- 0.00 | 0.016 +/- 0.00 | 0.002 +/- 0.00 |
| 4 | Transformer (3-8 words) | 0.005 +/- 0.00 | 0.043 +/- 0.00 | 0.045 +/- 0.00 | 0.014 +/- 0.00 | 0.001 +/- 0.00 |