{"library":"mlcflow","title":"MLCflow","description":"MLCflow is an automation interface for CPU/GPU benchmarking, providing a unified Python API to run, manage, and compare benchmark experiments. It supports hardware detection, resource monitoring, and result aggregation. The current PyPI version is 1.2.1, with a release cadence of approximately monthly.","language":"python","status":"active","last_verified":"Sat May 09","install":{"commands":["pip install mlcflow"],"cli":{"name":"mlcflow","version":"[2026-05-16 16:09:15,867 action.py      : 219 INFO ] - Created repos.json in /root/MLC and initialised with local cache folder path: /root/MLC/repos/local"}},"imports":["from mlcflow import MLCBench","from mlcflow import BenchmarkConfig"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from mlcflow import MLCBench\nbench = MLCBench()\nconfig = bench.create_config('cpu', 'simple', extra='--iterations 10')\nresults = bench.run(config)\nprint(results.summary())","lang":"python","description":"Create a simple CPU benchmark, run it, and print summary.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":null}