Cerebro is a data system for optimized deep learning model selection. It uses a novel parallel execution strategy
called Model Hopper Parallelism (MOP) to execute end-to-end deep learning model selection workloads in a more
The best way to install the
Cerebro is via pip.
pip install -U cerebro-dl
Alternatively, you can git clone and run the provided Makefile script to install the master branch
git clone https://github.com/ADALabUCSD/cerebro-system.git && cd cerebro-system && make
You MUST be running on Python >= 3.6 with Tensorflow >= 2.2 and Apache Spark >= 2.4
Table of Contents¶
- What is Cerebro?
- Getting Started
- Cerebro API