Karthik Anantha Padmanabhan
Employers on the program
- 2023–2025Pinterest2 talks
Appearances by year
- AWS re:Invent
- PyTorch Conference
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Oct 22, 2025 | PyTorch Conference 2025 | PyTorch Conference | speaker | Fault Tolerance Training at Pinterest as Pinterest At Pinterest, our machine learning training datasets often far exceed available memory, requiring us to stream data from object stores such as Amazon S3. This…Show lessAt Pinterest, our machine learning training datasets often far exceed available memory, requiring us to stream data from object stores such as Amazon S3. This scale makes traditional epoch-level checkpointing unfeasible, as a single epoch may last hours or days, making it difficult to accurately... | |
| Nov 27, 2023 | AWS re:Invent 2023 | AWS re:Invent | breakout | Large model training on AWS Deep Learning AMIs & PyTorch, ft. Pinterest as Pinterest Join this session for a deep dive into the infrastructure used to train large models at Pinterest. It covers training hardware, compute orchestration, and ML…Show lessJoin this session for a deep dive into the infrastructure used to train large models at Pinterest. It covers training hardware, compute orchestration, and ML application development SDKs as well as how infrastructure choices speed up development and improve model training efficiency. | Video |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Ion Stoica | 2 | — | 2025 |
| Robert Nishihara | 2 | — | 2025 |
| Saurabh Vishwas Joshi | 2 | — | 2025 |
| Yahav Biran | 2 | — | 2025 |
| Chia-Wei Chen | 1 | 1 | 2025 |
| Arindam Paul | 1 | 1 | 2023 |
| Zlatan Dzinic | 1 | 1 | 2023 |
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.