Real-Time Performance Monitoring and Faster Debugging with NCCL Inspector and Prometheus (opens in new tab)

Distributed deep learning depends on fast, reliable GPU-to-GPU communication using the NVIDIA Collective Communication Library (NCCL). When training slows down, it becomes challenging to determine why…