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[BE][1/n] simplify train.py and rename things for consistency #1356

[BE][1/n] simplify train.py and rename things for consistency

[BE][1/n] simplify train.py and rename things for consistency #1356

Workflow file for this run

name: CPU Unit Test
on:
push:
branches: [ main ]
pull_request:
concurrency:
group: unit-test${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && github.run_number || github.ref }}
cancel-in-progress: true
jobs:
build-test:
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
with:
docker-image: torchtitan-ubuntu-20.04-clang12
repository: pytorch/torchtitan
script: |
set -eux
# The generic Linux job chooses to use base env, not the one setup by the image
CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
conda activate "${CONDA_ENV}"
pip config --user set global.progress_bar off
pip install --force-reinstall --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
pip install --pre torchdata --index-url https://download.pytorch.org/whl/nightly
pytest test --cov=. --cov-report=xml --durations=20 -vv