Woohyeon Baek

"L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training"

"The training process of deep neural networks (DNNs) is usually pipelined with stages for data preparation on CPUs followed by gradient computation on accelerators like GPUs. In an ideal pipeline, the end-to-end training throughput is eventually limited by the throughput of the accelerator, not by t…