Page Not Found
Page not found. Your pixels are in another canvas.
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Page not found. Your pixels are in another canvas.
This is a page not in th emain menu
Published:
Optimizing the performance of deep neural network on a diverse range of hardware platforms is still a hard problem for AI developers. In terms of system support, we are facing a many-to-many problem here: deploying trained models from multiple frontends (e.g. Tensorflow, ONNX, MXNet) to multiple hardware platforms (e.g. CPU, GPU, Accelerators). The most performance critical part of this problem is obtaining high performance kernel implementations for growing model architectures and hardware platforms.
Published:
With the great success of deep learning, the demand for deploying deep neural networks to mobile devices is growing rapidly. Similar to what we do in desktop platforms, utilizing GPU in mobile devices can benefit both inference speed and energy efficiency. However, most existing deep learning frameworks do not support mobile GPU very well. The difficulty lies at the difference between mobile GPU architecture and desktop GPU architecture. It means special effort is required for optimizing on mobile GPU. The non-trivial extra work eventually results in the poor support of mobile GPU in most deep learning frameworks.
Short description of portfolio item number 1
Short description of portfolio item number 2
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.