4 papers
Revati: Transparent GPU-Free Time-Warp Emulation for LLM Serving
Amey Agrawal, Mayank Yadav, Sukrit Kumar +9
Deploying LLMs efficiently requires testing hundreds of serving configurations, but evaluating each one on a GPU cluster takes hours and costs thousands of dollars. Discrete-event…
Maya: Optimizing Deep Learning Training Workloads using GPU Runtime Emulation
Srihas Yarlagadda, Amey Agrawal, Elton Pinto +6
Training large foundation models costs hundreds of millions of dollars, making deployment optimization critical. Current approaches require machine learning engineers to manually c…
An Implementation of the Quantum Verification of Matrix Products Algorithm
Elton Pinto
We present a space-efficient implementation of the quantum verification of matrix products (QVMP) algorithm and demonstrate its functionality by running it on the Aer simulator wit…
Enabling a Programming Environment for an Experimental Ion Trap Quantum Testbed
Austin Adams, Elton Pinto, Jeffrey Young +4
Ion trap quantum hardware promises to provide a computational advantage over classical computing for specific problem spaces while also providing an alternative hardware implementa…