… Three things Nvidia could do better for the ML community Before we deep dive into the benchmarks and results, we will present three key suggestions to Nvidia. First, we recommend that Nvidia expand their benchmarking efforts and increase transparency even more. …
… Chip specifications: Trainium2 inferior on all fronts, but… A simple look at chip specifications shows Trainium as a clear laggard relative to Nvidia: Nvidia’s GB200 has a 3.85x FP16 FLOPs advantage , at 2500 TFLOP/s/chip vs Trainium2’s 667 TFLOP/s/chip. …
… The isolation boundaries should be on VLANs and each tenant getting their own Kubernetes cluster. https://www.wiz.io/blog/nvidia-ai-vulnerability-deep-dive-cve-2024-0132 https://www.wiz.io/blog/wiz-research-critical-nvidia-ai-vulnerability https://nvidia.custhelp.com/app/answers/detail/a id/5614 ht… …