Using GPUs

Using device GPUs from your applications

Synpse supports NVIDIA GPUs. It's relying on the standard NVIDIA Container Toolkit.

Installation instructions can be found here: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html. Check our examples section on running workloads with enabled GPUs for your ML/crypto workloads.

Exposing device GPUs to your applications is as simple as:

name: jupyter-gpu
scheduling:
  type: Conditional 
  selectors:
    type: "gpu"
spec:
  containers:
    - name: jupyter
      image: cschranz/gpu-jupyter:v1.4_cuda-11.0_ubuntu-20.04_python-only
      gpus: all
      user: root
      env:
        - name: JUPYTER_TOKEN
          value: jupyter123
        - name: GRANT_SUDO
          value: yes
        - name: JUPYTER_ENABLE_LAB
          value: yes