MIT @ OpenPOWER Summit, San Diego , California
Glad to share a wonderful experience working with Prof Song Han at MIT HAN Lab . I met him around March 2019 as part of OpenPOWER and AI collaborations. We talked about getting access to World largest AI super computer at Oak Ridge National lab .
Prof Song and his team was excited about 200 PF AI super computer and they got access to the massive AI Super computer within the month and worked on the following projects.
MIT team have designed and verified an efficient 3D network for video processing. Extensive experiments on large-scale data set verifies the effectiveness of our method.
They studied the distributed training protocol for 3D videos which has never been studied before. They have scaled up the training video models to 516 GPUs and completed the training within 42 minutes where the normal x86 based systems require few days to complete the job.
Demos of the video recognition model
All the experiments are computationally expensive, requiring massive amount of AI systems.
In future, they plan to run research related to Auto-ML and self-supervised learning for videos.
They will be sharing their AI Super computer experience as part of OpenPOWER Summit in San Diego .
Professor - Head -Centre of Excellence for Intelligent Human Computer Interaction at CMRIT, Bengaluru
5 年Great effort.? Congratulations
Assoc. Prof. @MIT, distinguished scientist @NVIDIA, co-founder of DeePhi (now part of AMD) and OmniML(now part of NVIDIA). PhD @Stanford. Efficient AI Computing.
5 年The code for our work in ICCV is also open sourced: https://github.com/mit-han-lab/temporal-shift-module
Assoc. Prof. @MIT, distinguished scientist @NVIDIA, co-founder of DeePhi (now part of AMD) and OmniML(now part of NVIDIA). PhD @Stanford. Efficient AI Computing.
5 年Demos of the video recognition model we trained with Summit: https://youtu.be/Z7Wo1v5bnLg and: https://youtu.be/Pk8PHpdiSOo
Meta
5 年Great would attend
Founder and COO of Omega Solutions, Inc .Knowledge & Experience in Technology, Engineering, Operation,Maintenance ,Product Management in Software & Consulting.
5 年I know it is a Great opportunity would like to attend and get the latest innovations