PyTorch

PyTorch 2.7 with CUDA 12.8, cuDNN 9, JupyterLab, Transformers and Accelerate. The default for training and research.

What's inside

• ✓
  Ubuntu 22.04, Python 3.11
• ✓
  PyTorch 2.7.1 + CUDA 12.8 + cuDNN 9
• ✓
  JupyterLab, ipywidgets
• ✓
  transformers, accelerate, huggingface_hub
• ✓
  git, tmux, htop, rsync, build-essential

How you connect

Access	Where	Auth
SSH (root)	ssh -p <port> root@clearlayer.ca	Your SSH key
JupyterLab	https://r<id>-<random>.gpu.clearlayer.ca	Token in the link

Quick start

ssh -p 20012 root@clearlayer.ca
python -c "import torch; print(torch.cuda.get_device_name(0))"