Hidet: An Open-Source Python-based Deep Learning Compiler
The demand for optimized inference workloads has by no means been extra essential in deep studying. Meet Hidet, an open-source ...
Tag: Compiler
Microsoft Researchers Propose PIT (Permutation Invariant Transformation): A Deep Learning Compiler for Dynamic Sparsity
Just lately, deep studying has been marked by a surge in analysis geared toward optimizing fashions for dynamic sparsity. On ...
This AI Paper Introduces Relax: A Compiler Abstraction for Optimizing End-to-End Dynamic Machine Learning Workloads
Optimizing machine studying fashions with dynamic shapes will be essential for attaining higher efficiency and suppleness. Dynamic shapes seek advice ...
Amazon Researchers Present a Deep Learning Compiler for Training Consisting of Three Main Features- a Syncfree Optimizer, Compiler Caching, and Multi-Threaded Execution
One of many largest challenges in Machine Studying has all the time been to coach and use neural networks effectively. ...