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berkeley-scf/gpu-workshop-2016: Materials for workshop on GPU computation for statistics, data science, machine learning applications.

Materials for workshop on GPU computation for statistics, data science, machine learning applications. Please see gpu.html to be guided through the materials.

Session 1: Monday, Feb. 1, 4:10 - 5:30 pm in Evans 1011

• Introduction to GPU resources that are available (Savio, Amazon EC2)
• Basics of using GPUs with C, R, and Python

Session 2: Monday Feb. 8, 4:10 - 5:30 pm in Evans 1011

• Use of packages such as Caffe, TensorFlow, etc. that use GPUs for back-end computation
• Discussion of use cases by those using GPUs currently
• Optimizing GPU usage

The workshop will be an introduction to using GPUs and will assume no previous knowledge of GPUs. I will assume familiarity with either R, C, or Python and at least modest familiarity with operating in a UNIX environment. The goal is to get folks up to speed on using GPUs, and we'll cover basic techniques for using a GPU with R, C, and Python.

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