model-flops-utilization

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NPU MFU Analyzer - 大模型训练性能分析工具 | LLM Training Performance Analyzer for Ascend NPU

See the Model FLOPs Utilization gap behind your GPU's "100% utilization": the GPU spend nvidia-smi and DCGM hide. No root access required.

gpu cuda prometheus nvidia observability mfu gpu-monitoring finops gpu-utilization llm llm-serving vllm llm-inference sglang dcgm model-flops-utilization gpu-efficiency

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