{"library":"nvidia-resiliency-ext","type":"library","category":null,"description":"NVIDIA Resiliency Extension (NVRE) is a Python package that provides fault-tolerant features for framework developers and users, aiming to minimize downtime in deep learning training due to failures and interruptions. It supports features like checkpointing (local and cloud), in-job restarts, and health checks. The current version is 0.5.0, with minor releases occurring every few months to introduce new features and bug fixes.","language":"python","status":"active","version":"0.5.0","tags":["NVIDIA","GPU","deep-learning","fault-tolerance","resilience","checkpointing","distributed-training","MLOps"],"install":[{"cmd":"pip install nvidia-resiliency-ext","imports":["import nvidia_resiliency_ext"]}],"homepage":null,"github":"https://github.com/NVIDIA/nvidia-resiliency-ext","docs":null,"changelog":null,"pypi":"https://pypi.org/project/nvidia-resiliency-ext/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":30,"avg_install_s":70.7,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/nvidia-resiliency-ext/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}