core.solver.SustainabilityModel
core.solver.SustainabilityModel()Calculates Datacenter-scale Sustainability metrics.
Handles Power Usage Effectiveness (PUE), Carbon Intensity, and Water Usage Effectiveness (WUE) across different regional grids. This solver models the ‘Infrastructure Tax’ — the energy spent on cooling and power delivery rather than on neural computation.
Literature Source: 1. Patterson et al. (2021), “Carbon Emissions and Large Neural Network Training.” 2. Belkhir & Elmeligi (2018), “Assessing ICT Global Emissions Footprint.” 3. Wu et al. (2022), “Sustainable AI: Environmental Implications, Challenges and Opportunities.”
Methods
| Name | Description |
|---|---|
| solve | Calculates energy, carbon, and water footprint for a fleet operation. |
solve
core.solver.SustainabilityModel.solve(fleet, duration_days, datacenter=None)Calculates energy, carbon, and water footprint for a fleet operation.