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nvidia-resiliency-ext

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NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the effective training time by minimizing the downtime due to failures and interruptions.

NVIDIA/nvidia-resiliency-ext308stars56forks

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Jul 14

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NVIDIAVerified publisherwww.nvidia.com

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Showing 4 skills from NVIDIA/nvidia-resiliency-ext

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fault-injection-loop
run closed-loop fault injection benchmarks
BenchmarkingNVIDIASimulationTesting
Jul 14
fr-analysis
analyze NCCL flight-recorder dumps
AnalysisDebuggingNVIDIAPerformance
Jul 14
log-analysis
analyze SLURM training job logs
AnalysisDebuggingLogsNVIDIA
Jul 14
nvrx-attr
analyze attribution quality for Megatron-LM
AI InfrastructureBenchmarkingLogsNVIDIA
Jul 14