A Vision for the Future of ML Frameworks скачать в хорошем качестве

A Vision for the Future of ML Frameworks

This session, by the co-creator of the PyTorch framework, Soumith Chintala, will explore the evolution of machine learning frameworks through the eyes of three personas, defined as prod, modeler, and compiler. Soumith will explain the software stack for machine learning before and after deep learning frameworks became popular. He also makes some predictions about the future generation of machine learning frameworks. The session discusses how recent framework evolutions have heavily favored the modeler at the expense of the prod and compiler personas, and why the modeler has had the leverage necessary to make this happen. Connect with us: Website: https://databricks.com Facebook:   / databricksinc   Twitter:   / databricks   LinkedIn:   / databricks   Instagram:   / databricksinc   Databricks is proud to announce that Gartner has named us a Leader in both the 2021 Magic Quadrant for Cloud Database Management Systems and the 2021 Magic Quadrant for Data Science and Machine Learning Platforms. Download the reports here. https://databricks.com/databricks-nam...