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12/08/2022
Approximations in Deep Learning
The design and implementation of Deep Learning (DL) models is currently ...
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09/12/2022
Flash-Cosmos: In-Flash Bulk Bitwise Operations Using Inherent Computation Capability of NAND Flash Memory
Bulk bitwise operations, i.e., bitwise operations on large bit vectors, ...
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09/01/2022
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Long-latency load requests continue to limit the performance of high-per...
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05/15/2022
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning
Hybrid storage systems (HSS) use multiple different storage devices to p...
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02/02/2021
Fast Exploration of Weight Sharing Opportunities for CNN Compression
The computational workload involved in Convolutional Neural Networks (CN...
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02/06/2019
