# Lab Report Template

## Lab objective

- Lab:
- Objective:
- Concept being tested:

## Environment

- Machine:
- OS:
- Python:
- CUDA:
- GPU:
- Relevant library versions:

## Commands

```bash
# paste exact commands here
```

## Metrics

| Metric | Baseline | Variant | Notes |
| --- | ---: | ---: | --- |
| | | | |

## Observations

- What changed?
- What stayed the same?
- Were there unexpected results?

## Explanation

Use this structure:

1. Problem:
2. Mechanism:
3. Saves what:
4. Costs what:
5. What to measure:

## Pitfalls

- Measurement pitfalls:
- Implementation pitfalls:
- Interpretation pitfalls:

## Conclusion

- Main result:
- Confidence:
- When this result applies:
- When this result should not be generalized: