AITopics | source deep learning inference engine

Collaborating Authors

source deep learning inference engine

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Introducing Neuropod, Uber ATG's Open Source Deep Learning Inference Engine

#artificialintelligenceJun-14-2020, 22:36:58 GMT

Deep learning (DL) is advancing very quickly and different DL frameworks are effective at different tasks. As a result, we've used several DL frameworks at Uber ATG over the last few years. In 2016, Caffe2 was our primary deep learning framework, and in early 2017 we put in a significant amount of work to integrate TensorFlow. This involved major integration hurdles with CUDA and cuDNN, conflicts between dependencies of Caffe2 and TensorFlow, library loading issues and more. In late 2017, we started developing more models in PyTorch.

artificial intelligence, machine learning, source deep learning inference engine, (4 more...)

#artificialintelligence

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)

Add feedback