Vijay Pratap Sharma

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Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Shubham Kumar (1)V. P. Sharma (1)V. Neema (1)Vaibhav Neema (1)S. Vishvakarma (1)Santosh Kumar Vishvakarma (1)

Papers (1)

Apr 6, 2026

Shubham Kumar +6Apr 6, 2026

DHFP-PE: Dual-Precision Hybrid Floating Point Processing Element for AI Acceleration

Squeezing more performance out of low-precision AI hardware doesn't have to mean sacrificing efficiency: a novel bit-partitioning technique allows a single multiplier to handle both FP8 and FP4 formats with near-perfect hardware utilization.

Shubham Kumar, V. P. Sharma, Vijay Pratap Sharma +4

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

Vijay Pratap Sharma

Research focus

Frequent co-authors

Papers (1)

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Vijay Pratap Sharma

Research focus

Frequent co-authors

Papers (1)