sflow/ai-metrics repository overview

⁠What is AI Metrics?

sflow-rt/ai-metrics⁠ is an sFlow-RT⁠ application that provides real-time metrics for AI/ML RoCEv2 network traffic, for example, large scale CUDA compute tasks using NVIDIA Collective Communication Library (NCCL) operations for inter-GPU communications: AllReduce, Broadcast, Reduce, AllGather, and ReduceScatter..

This image also includes sflow-rt/browse-drops⁠, sflow-rt/browse-flows⁠, sflow-rt/browse-metrics⁠, sflow-rt/topology⁠, sflow-rt/trace-flow⁠, and sflow-rt/prometheus⁠ applications that provide visibility into traffic flowing over the topology.

⁠How to use this image

docker run -v $PWD/store:/sflow-rt/store/ -p 8008:8008 -p 6343:6343/udp sflow/ai-metrics

Run AI Metrics application. Access web interface on port 8008.

See sflow/sflow-rt⁠ for additional settings available in the base image.

⁠Documentation and support

Visit sFlow-RT⁠ for documentation, tutorials, and community support.

⁠License

Please read and accept the License Agreement⁠ before downloading this software.