{"repo":"labmlai/labml","free":true,"listed":false,"github":"https://github.com/labmlai/labml","clone":"git clone https://github.com/labmlai/labml.git","description":"🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱","language":"Python","stars":2324,"topics":["machine-learning","deep-learning","pytorch","experiment","analytics","visualization","tensorboard","mobile","keras","tensorflow"],"license":"MIT","category":"machine-learning","readme_excerpt":"Monitor deep learning model training and hardware usage from mobile. 🔥 Features Monitor running experiments from mobile phone or laptop Monitor hardware usage on any computer with a single command Integrate with just 2 lines of code (see examples below) Keeps track of experiments including infomation like git commit, configurations and hyper-parameters API for custom visualizations Pretty logs of training progress Open source! Hosting the experiments server Prerequisites To install MongoDB , refer to the official documentation here. Installation Install the package using pip: Starting the server Optional: to setup and configure Nginx in your server, please refer to this. You can access the user interface either by visiting http://localhost:{port} or, if configured on a separate machine, by navigating to http://{server-ip}:{port} . Monitor Experiments Installation 1. Install the package using pip. 2. Create a file named .labml.yaml at the top level of your project folder, and add the following line to the file: PyTorch example Distributed training example 📚 Documentation Python API Reference Samples Guides API to create experiments Track training metrics Monitored training loop and other iterators API for custom visualizations Configurations management API Logger for stylized logging 🖥 Screenshots Formatted training loop output Custom visualizations based on Tensorboard logs [//]: # (## Tools) [//]: # () [//]: # (### [Training models on cloud](https://github.com/labmlai","default_branch":null,"files":null,"tree":[],"storefront":"/r/labmlai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/labmlai/labml/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."}