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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
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