name	run2_project_alignment
description	Procedures for aligning a project-specific environment to its `environment.yml` and project-root structure.

When a project provides an environment.yml but conda is unavailable, align the project manually using pip.

Extracting Pip Dependencies: Extract all pip: entries from the environment.yml and install them.
Managing PYTHONPATH: Ensure the project root is in the PYTHONPATH to correctly resolve local imports.
```
export PYTHONPATH=$PYTHONPATH:$(pwd)
```
Verifying with Unit Tests: Run unit tests from the project root and ensure they use the correct trainer/config classes by referencing them as scripts.<module> or similar.
Saving Results for Reproductivity: Always use fixed output files like /root/loss.npz and document system versions in /root/python_info.txt to help others reproduce results exactly.

name	run2_project_alignment
description	Procedures for aligning a project-specific environment to its `environment.yml` and project-root structure.

When a project provides an environment.yml but conda is unavailable, align the project manually using pip.

Extracting Pip Dependencies: Extract all pip: entries from the environment.yml and install them.
Managing PYTHONPATH: Ensure the project root is in the PYTHONPATH to correctly resolve local imports.
```
export PYTHONPATH=$PYTHONPATH:$(pwd)
```
Verifying with Unit Tests: Run unit tests from the project root and ensure they use the correct trainer/config classes by referencing them as scripts.<module> or similar.
Saving Results for Reproductivity: Always use fixed output files like /root/loss.npz and document system versions in /root/python_info.txt to help others reproduce results exactly.

run2-project-alignment

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