mirror of
https://github.com/harvard-edge/cs249r_book.git
synced 2026-05-07 18:18:42 -05:00
The solver.py refactoring renamed most solver classes from *Solver to *Model (e.g. DistributedSolver → DistributedModel). The docs still referenced the old names, causing the Quarto site build to fail with: ImportError: cannot import name 'DistributedSolver' from 'mlsysim' - Fix executable code cells in tutorials/distributed.qmd - Update non-executable code examples across 10 doc files - Rename 19 API reference files from *Solver.qmd to *Model.qmd - SensitivitySolver and SynthesisSolver retain their names (correct) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
53 lines
1.9 KiB
Plaintext
53 lines
1.9 KiB
Plaintext
# core.solver.EconomicsModel { #mlsysim.core.solver.EconomicsModel }
|
|
|
|
```python
|
|
core.solver.EconomicsModel()
|
|
```
|
|
|
|
Calculates Total Cost of Ownership (TCO) including Capex and Opex.
|
|
|
|
Combines hardware costs, energy consumption, and maintenance
|
|
into a single financial model for the fleet.
|
|
|
|
Literature Source:
|
|
1. Barroso et al. (2018), "The Datacenter as a Computer: An Introduction
|
|
to the Design of Warehouse-Scale Machines."
|
|
2. Patterson (2004), "Latent Bugs in Common-Case Software." (TCO Foundations)
|
|
3. Meta (2024), "Sustainable AI Infrastructure at Meta Scale."
|
|
|
|
## Methods
|
|
|
|
| Name | Description |
|
|
| --- | --- |
|
|
| [solve](#mlsysim.core.solver.EconomicsModel.solve) | Calculates the TCO for a fleet over a specified duration. |
|
|
|
|
### solve { #mlsysim.core.solver.EconomicsModel.solve }
|
|
|
|
```python
|
|
core.solver.EconomicsModel.solve(
|
|
fleet,
|
|
duration_days,
|
|
kwh_price=None,
|
|
datacenter=None,
|
|
grid=None,
|
|
)
|
|
```
|
|
|
|
Calculates the TCO for a fleet over a specified duration.
|
|
|
|
#### Parameters {.doc-section .doc-section-parameters}
|
|
|
|
| Name | Type | Description | Default |
|
|
|---------------|-------------|-------------------------------------|------------|
|
|
| fleet | Fleet | The hardware cluster configuration. | _required_ |
|
|
| duration_days | float | Operation duration in days. | _required_ |
|
|
| kwh_price | float | Price of electricity per kWh. | `None` |
|
|
| datacenter | Datacenter | A specific datacenter profile. | `None` |
|
|
| grid | GridProfile | A specific grid profile. | `None` |
|
|
|
|
#### Returns {.doc-section .doc-section-returns}
|
|
|
|
| Name | Type | Description |
|
|
|--------|------------------|---------------------------------------------------------|
|
|
| | Dict\[str, Any\] | Financial metrics including CapEx, OpEx, and total TCO. |
|