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GitHub Repository
Active GPU diagnostic tool that identifies performance bottlenecks, detects anomalous patterns, and gives actionable recommendations
8 starsPython
NVSonar – tells why your GPU is slow, not just utilization percentage
by btursunbayev·Mar 30, 2026·4 points·1 comment
AI Analysis
●●SolidNiche GemSolve My Problem
Actually tells you why your GPU is slow instead of just showing 100% utilization like nvidia-smi.
Strengths
- •Bottleneck classification identifies compute vs memory vs thermal issues precisely
- •Health scoring with A-F grades gives immediate at-a-glance diagnostics
- •Throttle bitmask decoder exposes specific hardware limitation causes
Weaknesses
- •Linux-only support excludes Windows and macOS GPU developers
- •Small community with only 5 stars limits real-world validation
Category
Target Audience
ML engineers and GPU developers debugging training workloads
Similar To
nvtop · nvidia-smi · DCGM
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