[NeurIPS'12] Large Scale Distributed Deep Networks (DistBelief) 阅读笔记

mlsys 文章分类

2026

02-08

[NeurIPS'12] Large Scale Distributed Deep Networks (DistBelief) 阅读笔记

02-07

[MAPL@PLDI'19] Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations 阅读笔记

02-01

[OSDI'18] TVM: An Automated End-to-End Optimizing Compiler for Deep Learning 阅读笔记

2025

09-01

[Arxiv'16] TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems 阅读笔记

08-31

[KDD'15] Petuum: A New Platform for Distributed Machine Learning 论文阅读

04-06

[OSDI'20] A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters 论文阅读

04-05

[Arxiv'19] Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism 论文阅读

04-04

A Generic Communication Scheduler for Distributed DNN Training Acceleration 论文阅读

04-04

[Arxiv'18] Horovod: fast and easy distributed deep learning in TensorFlow 论文阅读

03-13

[OSDI'14] Scaling Distributed Machine Learning with the Parameter Server 阅读笔记