Abstract is missing.
- KeynoteYiran Chen. 1 [doi]
- Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffeJiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal. 2 [doi]
- Optimizing Deep Learning Workloads on ARM GPU with TVMLanmin Zheng, TianQi Chen. 3 [doi]
- Real-Time Image Recognition Using Collaborative IoT DevicesRamyad Hadidi, Jiashen Cao, Matthew Woodward, Michael S. Ryoo, Hyesoon Kim. 4 [doi]
- Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 InferenceThierry Moreau, TianQi Chen, Luis Ceze. 5 [doi]
- Multi-objective autotuning of MobileNets across the full software/hardware stackAnton Lokhmotov, Nikolay Chunosov, Flavio Vella, Grigori Fursin. 6 [doi]
- PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems researchGrigori Fursin, Thierry Moreau, Hillery Hunter, Yiran Chen, Charles Qi, TianQi Chen. 7 [doi]