Search Results for author: Hasindu Gamaarachchi

Found 2 papers, 2 papers with code

ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference

2 code implementations9 Sep 2022 Jing Gong, Hassaan Saadat, Hasindu Gamaarachchi, Haris Javaid, Xiaobo Sharon Hu, Sri Parameswaran

Compared to CPU-based approximate multiplier simulations in training and inference, the GPU-accelerated ApproxTrain is more than 2500x faster.

Computer Architecture-Aware Optimisation of DNA Analysis Systems

1 code implementation13 Jan 2021 Hasindu Gamaarachchi

This thesis proposes computer architecture-aware optimisation of DNA analysis software.

DNA analysis

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