Awesome GPU

Awesome list for GPU references

Curating the best GPU resources, tools and frameworks

Contents

• Monitoring
• Docker
• Other References

Monitoring

• Prometheus GPU exporter - Prometheus exporter to get GPU usage - visualize with grafana.
• GPUtil - Simple python tool to trace GPU utilization based on nvidia-smi
• nvtop - like htop just for GPU.
• gpu-sentry - local web to monitor GPU usage, basic UI, dead simple

Docker

• pytorch - the official pytorch docker image to run on GPU

Other References

• Awesome-CUDA - useful libraries and resources for CUDA development
• Awesome-GPU - Awesome resources and papers for GPUs
• Nvidia GPU registry - Free downloadable index of containers and pre-built ML & DL models