Denpex
Diagnose GPU training and inference failures with evidence
Engineering & DevelopmentWeb
Visit website denpex.com
About
Denpex is an automated GPU cluster diagnostic and telemetry platform engineered for AI infrastructure teams, machine learning researchers, and HPC operators. Denpex monitors multi-node training workloads to instantly detect, isolate, and pinpoint root causes of sudden job terminations, silent performance regressions, and distributed hangs across PyTorch,…
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Denpex is an automated GPU cluster diagnostic and telemetry platform engineered for AI infrastructure teams, machine learning researchers, and HPC operators. Denpex monitors multi-node training workloads to instantly detect, isolate, and pinpoint root causes of sudden job terminations, silent performance regressions, and distributed hangs across PyTorch, Megatron-LM, and DeepSpeed. Key capabilities include CUDA OOM detection, NCCL timeout tracing, memory leak timeline analysis, and rank health inspection. Website: https://denpex.com Official GitHub: https://github.com/denpex
- Category
- Engineering & Development
- Available on
- web
- Launched
- November 10, 2026
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