Refactor training loop from script to class

[sweep-nightly[bot]]

Description

This PR refactors the training loop from a script to a class in order to improve code organization and reusability. It introduces a new Trainer class in the src/trainer.py file that encapsulates the training loop logic. The Trainer class takes the model, dataloader, and optimizer as inputs and provides a train method to train the model.

Summary of Changes

• Created a new file src/trainer.py to define the Trainer class.
• Modified src/main.py to import and use the Trainer class.
• Replaced the existing training loop in src/main.py with a call to the train method of the Trainer instance.

Fixes #6.

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Sandbox Executions

• [X] Check src/trainer.py ✓

  Sandbox logs for https://github.com/sweepai/evals/commit/f2bead7103060af973be92c2daf04aacdc3174b6

trunk fmt src/trainer.py || exit 0 1/4 ✓

 ✔ Formatted src/trainer.py
Re-checking autofixed files...

Checked 1 file
✔ No issues
Run trunk upgrade to upgrade 1 linter

trunk check --fix --print-failures src/trainer.py 2/4 ✓

 ✔ Auto-fixed src/trainer.py
Re-checking autofixed files...

Checked 1 file
✔ No issues

if [[ $(echo "src/trainer.py" | grep 'test.*\.py$') ]]; then PYTHONPATH=. python src/trainer.py; else exit 0; fi 3/4 ✓

(nothing was outputted)

if [[ "src/trainer.py" == *test*.py ]]; then PYTHONPATH=. pytest src/trainer.py; else exit 0; fi 4/4 ✓

(nothing was outputted)

• [X] Check src/main.py ✓

  Sandbox logs for https://github.com/sweepai/evals/commit/42be6649d768bb50c1589087762bac9297fb4acb

trunk fmt src/main.py || exit 0 1/4 ✓

 ✔ Formatted src/main.py
Re-checking autofixed files...

 ✔ Formatted src/main.py
Re-checking autofixed files...

Checked 1 file
✔ No issues
Run trunk upgrade to upgrade 1 linter

trunk check --fix --print-failures src/main.py 2/4 ✓

 ✔ Auto-fixed src/main.py
Re-checking autofixed files...

  ISSUES  
src/main.py:1:17
 1:17  high  `numpy` imported but unused  ruff/F401
Checked 1 file
1 existing issue (1 auto-fixable)

if [[ $(echo "src/main.py" | grep 'test.*\.py$') ]]; then PYTHONPATH=. python src/main.py; else exit 0; fi 3/4 ✓

(nothing was outputted)

if [[ "src/main.py" == *test*.py ]]; then PYTHONPATH=. pytest src/main.py; else exit 0; fi 4/4 ✓

(nothing was outputted)

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The command: Run pip install -r requirements.txt yielded the following error: ##[error]Process completed with exit code 1. Here are the logs:

Looking in links: https://download.pytorch.org/whl/torch_stable.html
Using cached annotated_types-0.6.0-py3-none-any.whl.metadata (12 kB)
Using cached anyio-3.7.1-py3-none-any.whl.metadata (4.7 kB)
Using cached astroid-3.0.1-py3-none-any.whl.metadata (4.5 kB)
Using cached certifi-2022.12.7-py3-none-any.whl (155 kB)
Using cached charset_normalizer-2.1.1-py3-none-any.whl (39 kB)
Using cached click-8.1.7-py3-none-any.whl.metadata (3.0 kB)
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
ERROR: Could not find a version that satisfies the requirement distutils (from versions: none)
ERROR: No matching distribution found for distutils

[notice] A new release of pip is available: 23.2.1 -> 23.3.1
[notice] To update, run: pip install --upgrade pip

[sweep-nightly[bot]]

🚀 Wrote Changes

Done.