PyTorch-P2P (GPU-SSD team)

This repository is DNN training system with SSD as augmented memory of GPU based on PyTorch. Final submission plan of this research is NSDI 2020.

Step (Motivation)

• TensorFlow-serving system with vDNN (Latency?)
• Spark ML with vDNN (Throughput of vDNN?)
• Computing utilization with throughput graph
• Memory usage breakdown

Step (Implementation)

• Implementing vDNN on PyTorch
• Implementing ARCP2P on PyTorch
• Porting CycleGAN / BERT
• Performance optimization

License

PyTorch-P2P is BSD-style licensed, as found in the LICENSE file (same as original PyTorch).