{"repo":"kubeflow/arena","free":true,"listed":false,"github":"https://github.com/kubeflow/arena","clone":"git clone https://github.com/kubeflow/arena.git","description":"A CLI for Kubeflow.","language":"Go","stars":818,"topics":["kubeflow","kubernetes","tensorflow","docker","deep-learning"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Arena View the Arena documentation. Overview Arena is a command-line interface for the data scientists to run and monitor the machine learning training jobs and check their results in an easy way. Currently it supports solo/distributed TensorFlow training. In the backend, it is based on Kubernetes, helm and Kubeflow. But the data scientists can have very little knowledge about kubernetes. Meanwhile, the end users require GPU resource and node management. Arena also provides top command to check available GPU resources in the Kubernetes cluster. In one word, Arena's goal is to make the data scientists feel like to work on a single machine but with the Power of GPU clusters indeed. For the Chinese version, please refer to 中文文档 Setup You can follow up the Installation guide User Guide Arena is a command-line interface to run and monitor the machine learning training jobs and check their results in an easy way. Please refer the User Guide to manage your training jobs. Demo Developing Prerequisites: - Go = 1.8 arena binary is located in directory arena/bin . You may want to add the directory to $PATH . Then you can follow Installation guide for developer CPU Profiling Then you can analyze the profile by following Go CPU profiling: pprof and speedscope Adopters If you are interested in Arena and would like to share your experiences with others, you are warmly welcome to add your information on ADOPTERS.md page. We will continuously discuss new requirements and feature design with y","default_branch":null,"files":null,"tree":[],"storefront":"/r/kubeflow","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kubeflow/arena/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}