run-unit-test-in-python-3-10-environment

name	Run Unit Test in Python 3.10 Environment
description	Use to execute the unit test within the Python 3.10 virtual environment after implementing the loss function. This validates the implementation against fixed input tensors.

1. Ensure Python 3.10 environment is active:

   source /root/.venv310/bin/activate
   python -VV
   

2. Navigate to project root:

   cd /root/SimPO
   

3. Run the unit test:

   python unit_test/unit_test_1.py
   

4. Verify output file was created:

   ls -lh /root/loss.npz
   

5. Inspect the saved loss values (optional verification):

   python -c "import numpy as np; data = np.load('/root/loss.npz'); print(data['losses'])"
   

6. Check for any error messages:

   • If test fails, review error traceback
   • Verify tensor shapes match test expectations
   • Confirm loss computation logic against paper formula