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

Jonghyun Bae, Woohyeon Baek, Tae Jun Ham +1

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…