TonY
TonY provides a versatile framework to execute deep learning jobs on Apache Hadoop, supporting TensorFlow, PyTorch, MXNet, and Horovod. It allows single-node and distributed training, ensuring reliable and flexible management of machine learning tasks. TonY supports GPU isolation on Hadoop 2.6.0 onward with the required configurations. By utilizing either zipped Python environments or Docker containers, TonY seamlessly integrates into diverse Hadoop ecosystems, offering straightforward setup while delivering powerful computational resources for deep learning.
