# Evidence: Fit parameters and scale the simulation

Copy this template into your own portfolio and fill it after running your modified exercise.

## Evidence required

Full loss/rate histories, held-out and refined-grid metrics, noisy reference search, timing boundary and limitations. Keep the environment, observed outputs and your explanation of the figure.

- Command: `python3 phases/10-science/04-fit-parameters-and-scale-the-simulation/code/main.py`
- Working directory: repository root
- Python / JAX / NumPy versions: 
- Hardware and device: 
- My prediction before running: 
- My change to the exercise: 
- Exit code and meaningful output: 
- Why the result supports or contradicts my prediction: 
- Checkpoint result: 
- Artifact link or saved filename: 
- Portfolio status: saved in local workspace