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09/22/2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
Transformer is a deep learning language model widely used for natural la...
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08/10/2022
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud Instances
Training a Convolutional Neural Network (CNN) model typically requires s...
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02/07/2022
Empirical Analysis and Offering of Various Historical Spot Instance Datasets
Public cloud service vendors provide a surplus of computing resources at...
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09/10/2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
GPT-3 shows remarkable in-context learning ability of large-scale langua...
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05/20/2020