Terminology

• BLAS = Basic Linear Algebra Subprograms
• CNNs = Convolutional Neural Networks
• DNNs = Deep Neural Networks is one of Deep Learning (wiki) architectures
• ML = Machine Learning
• SGEMM = Single precision, General Matrix Multiply
• Convolution: Anatomy. one of the sinuous folds or ridges of the surface of the brain.

Software links

• Cafe is a deep learning framework. See more in the web image demo
• Torch is a scientific computing network
• Theano is a Python library

NVIDIA

• Data Science
• GPU Computing
• Machine Learning
  • Technical Talks
• cuDNN = CUDA Deep Neural Networks
  • Accelerate Machine Learning with the cuDNN Deep Neural Network Library
• 2014/9/8: NVIDIA builds CUDA GPU programming library for machine learning - so you don’t have to craft a deep neural network on a graphics chipset