Sanket Purandare

According to our database, Sanket Purandare authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile.

Ruisi Zhang, Tianyu Liu, Will Feng, Andrew Gu, Sanket Purandare, Wanchao Liang, Francisco Massa

CoRR, 2024

Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond.

Costin-Andrei Oncescu, Sanket Purandare, Stratos Idreos, Sham M. Kakade

CoRR, 2024

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training.

Wanchao Liang, Tianyu Liu, Less Wright, Will Constable, Andrew Gu, Chien-Chin Huang, Iris Zhang, Wei Feng, Howard Huang, Junjie Wang, Sanket Purandare, Gokul Nadathur, Stratos Idreos

CoRR, 2024

2023

μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization.

Sanket Purandare, Abdul Wasay, Animesh Jain, Stratos Idreos

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2020

Optimizing Cursor Loops in Relational Databases.

Surabhi Gupta, Sanket Purandare, Karthik Ramachandra

CoRR, 2020

Aggify: Lifting the Curse of Cursor Loops using Custom Aggregates.

Surabhi Gupta, Sanket Purandare, Karthik Ramachandra

Proceedings of the 2020 International Conference on Management of Data, 2020