{"library":"schedulefree","type":"library","category":null,"description":"Schedule-Free is a PyTorch library that provides optimizers designed for 'schedule-free' learning, eliminating the need for traditional learning rate schedules. It aims to achieve faster training times without requiring users to specify the stopping time or steps in advance. The library, currently at version 1.4.1, offers variants of popular optimizers like SGD, AdamW, and RAdam, and is actively maintained by Facebook Research.","language":"python","status":"active","version":"1.4.1","tags":["pytorch","optimizer","deep-learning","machine-learning","training"],"install":[{"cmd":"pip install schedulefree","imports":["from schedulefree import SGDScheduleFree","from schedulefree import AdamWScheduleFree","from schedulefree import RAdamScheduleFree","from schedulefree import ScheduleFreeWrapper"]}],"homepage":null,"github":"https://github.com/facebookresearch/schedule_free","docs":null,"changelog":null,"pypi":"https://pypi.org/project/schedulefree/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":75,"avg_install_s":74.6,"avg_import_s":5.09,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/schedulefree/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}