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09/12/2023
A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale
Shampoo is an online and stochastic optimization algorithm belonging to ...
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08/14/2023
Hue: A User-Adaptive Parser for Hybrid Logs
Log parsing, which extracts log templates from semi-structured logs and ...
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02/01/2022
Compiler-Driven Simulation of Reconfigurable Hardware Accelerators
As customized accelerator design has become increasingly popular to keep...
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02/19/2021
A Compiler Infrastructure for Accelerator Generators
We present Calyx, a new intermediate language (IL) for compiling high-le...
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04/09/2020
Predictable Accelerator Design with Time-Sensitive Affine Types
Field-programmable gate arrays (FPGAs) provide an opportunity to co-desi...
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03/05/2020
Optimizing JPEG Quantization for Classification Networks
Deep learning for computer vision depends on lossy image compression: it...
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04/17/2019
Understanding the Effectiveness of Ultrasonic Microphone Jammer
Recent works have explained the principle of using ultrasonic transmissi...
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10/23/2018
Adversarial WiFi Sensing using a Single Smartphone
Wireless devices are everywhere, at home, at the office, and on the stre...
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10/23/2018