PyTorch Template
Image: pytorch/pytorch:2.3.0-cuda12.1-cudnn8-devel
Min VRAM: 8 GB | Port: 8888
Pre-configured PyTorch 2.3 with CUDA 12.1 and cuDNN 8. Includes Jupyter for interactive development.
What’s Included
- PyTorch 2.3 with GPU support
- CUDA 12.1 + cuDNN 8
- Jupyter Lab on port 8888
- Common ML libraries (numpy, pandas, scikit-learn)
- Git, wget, curl
Launch
curl -X POST https://api.pulserun.dev/v1/instances \
-H "Authorization: Bearer pr_live_xxxxxxxxxxxxx" \
-H "Content-Type: application/json" \
-d '{"gpu": "a100_80gb", "template": "pytorch"}'Recommended GPUs
| GPU | Use Case | Price |
|---|---|---|
| RTX 4090 | Small models, fine-tuning | From $0.30/hr |
| A100 80GB | Large model training | From $0.95/hr |
| H100 | Maximum performance | From $2.15/hr |