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Sudhakar Sah's picture

Sudhakar Sah

sudhakar-sah
·
https://www.deeplite.ai/
  • sahsudhakar
  • sudhakar-sah

AI & ML interests

TinyML, Model compression, Ultra-low bit quantization, Hardware aware NAS

Organizations

Deeplite Inc's profile picture

authored 4 papers about 2 years ago

YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems

Paper • 2307.13901 • Published Jul 26, 2023 • 1

Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime

Paper • 2207.08820 • Published Jul 18, 2022

Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity

Paper • 2309.06626 • Published Sep 12, 2023

QReg: On Regularization Effects of Quantization

Paper • 2206.12372 • Published Jun 24, 2022
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