Train Example #1
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name: Train Example | |
on: | |
workflow_dispatch: | |
push: | |
paths: | |
- '**.py' | |
pull_request: | |
paths: | |
- '**.py' | |
jobs: | |
train-example: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v4 | |
- uses: actions/setup-python@v5 | |
with: | |
python-version: '3.9' | |
cache: 'pip' | |
- name: Install dependencies | |
run: | | |
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu | |
pip install -e . | |
- name: Train agent and check result | |
run: | | |
python src/main.py --model=dqn --hidden-dim=8 --random-topology=1 --mini-batch-size=32 --device=cpu --episode-steps=1 --eval-episode-steps=1 --lr=0.001 --tau=0.01 --netmon --netmon-encoder-dim=4 --hidden-dim=4 --netmon-dim=2 --netmon-iterations=1 --sequence-length=1 --step-before-train=1_000 --capacity=10_000 --eval-episodes=100 --total-steps=5_000 --env-type=simple --epsilon=0.1 --epsilon-decay=1.0 --seed=0 --disable-progress | tee -a train.txt | |
cat train.txt | grep "\"reward_mean\": 1.0" |