Lingyi Liu
Employers on the program
- 2021–2023Netflix2 talks
Appearances by year
- AWS re:Invent
- Ray Summit
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Sep 18, 2023 | Ray Summit 2023 | Ray Summit | speaker | Heterogeneous Training Cluster with Ray at Netflix as Netflix | |
| Nov 29, 2021 | AWS re:Invent 2021 | AWS re:Invent | breakout | Large-scale distributed training of media ML models with Amazon FSx as Netflix In this session, learn about the challenges of scalable distributed training of media machine learning models on multi-GPU nodes used by Netflix and how the…Show lessIn this session, learn about the challenges of scalable distributed training of media machine learning models on multi-GPU nodes used by Netflix and how the Amazon FSx solution is used to resolve the data loader performance bottlenecks of the training system. See the impressive results in terms of performance and throughput improvements on multi-node GPUs and the scalability of Amazon FSx. | SlidesVideo |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Ali Arsanjani | 2 | — | 2023 |
| Pablo Delgado | 1 | 1 | 2023 |
| Mahdi Kalayeh | 1 | 1 | 2021 |
| Nagendra Kamath | 1 | 1 | 2021 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.