Pratik Fegade

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Semantic Models

Higher Order Tensors

Top Venues

Publications

Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
ACROBAT: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time. MLSys (2024)
Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time. CoRR (2023)
Siyuan Chen, Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines. CoRR (2023)
Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding. MLSys (2022)
Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding. CoRR (2021)
Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry
Cortex: A Compiler for Recursive Deep Learning Models. MLSys (2021)
Pratik Fegade, Christian Wimmer
Scalable pointer analysis of data structures using semantic models. CC (2020)
Pratik Fegade, Tianqi Chen, Phil Gibbons, Todd C. Mowry
Cortex: A Compiler for Recursive Deep Learning Models. CoRR (2020)