| FROM pytorch/pytorch:2.1.0-cuda11.8-cudnn8-runtime | |
| WORKDIR /app | |
| RUN apt-get update && apt-get install -y \ | |
| build-essential \ | |
| git \ | |
| python3-dev \ | |
| libsndfile1 \ | |
| && rm -rf /var/lib/apt/lists/* | |
| COPY requirements.txt . | |
| RUN pip install -r requirements.txt | |
| COPY . . | |
| RUN mkdir -p checkpoints/hf_cache runs | |
| ENV PYTHONPATH=/app | |
| ENV HF_HUB_CACHE=/app/checkpoints/hf_cache | |
| RUN echo '#!/bin/bash\n\ | |
| python train.py \ | |
| --config ./configs/presets/config_dit_mel_seed_uvit_whisper_small_wavenet.yml \ | |
| --dataset-dir dataset \ | |
| --run-name training-run \ | |
| --batch-size 2 \ | |
| --max-steps 300 \ | |
| --max-epochs 1000 \ | |
| --save-every 100 \ | |
| --num-workers 0' > entrypoint.sh \ | |
| && chmod +x entrypoint.sh | |
| ENTRYPOINT ["./entrypoint.sh"] |