Le Chang

Compensated-DNN: Energy Efficient Low-Precision Deep Neural Networks by Compensating Quantization Errors

Swagath Venkataramani, Vijayalakshmi Srinivasan, Shubham Jain, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Compensated-DNN: Energy Efficient Low-Precision Deep Neural Networks by Compensating Quantization Errors

Swagath Venkataramani, Vijayalakshmi Srinivasan, Shubham Jain, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Deep Compression of Pre-trained Transformer Models

Kaoutar El Maghraoui, Chia-Yu Chen, Naigang Wang, 2022, NeurIPS.

A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling

Joel Silberman, Swagath Venkataramani, Vijayalakshmi Srinivasan, 2022, IEEE Journal of Solid-State Circuits.