{"library":"xprof","type":"library","category":null,"description":"XProf is a comprehensive profiling and performance analysis tool for machine learning workloads. It supports frameworks such as JAX, TensorFlow, and PyTorch/XLA, running on various hardware including CPUs, GPUs, and TPUs. The library offers a suite of tools like Overview, Trace Viewer, Memory Profile Viewer, and Graph Viewer to aid in understanding, debugging, and optimizing ML programs. It is actively maintained with frequent minor and patch releases.","language":"python","status":"active","version":"2.22.1","tags":["profiling","machine learning","jax","tensorflow","pytorch","xla","tpu","gpu","cpu","performance"],"last_verified":"Mon Apr 13","install":[{"cmd":"pip install xprof","imports":[]},{"cmd":"pip install xprof tensorboard","imports":[]}],"homepage":"https://xprof.dev","github":"https://github.com/openxla/xprof","docs":null,"changelog":null,"pypi":"https://pypi.org/project/xprof/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}