Presentations

Here you can find CNTK and Deep Learning related presentations:

• Frank Seide and Amit Agarwal. CNTK: Microsoft's Open-Source Deep-Learning Toolkit. KDD 2016. August 16, 2016. Video and Slides to be posted soon.
• Frank Seide. CNTK: Microsoft's Open-Source Deep-Learning Toolkit. Microsoft Research Latin American Faculty Summit. May 19, 2016. Video and Slides. The 1-hour talk covers the following topics:
  • what: ...is CNTK? Including an introduction into the core concept of CNTK, the "computational network."
  • how: ...does a typical use of CNTK look like? Configuration of key components, workflow.
  • deep dive: ...into unique CNTK technologies. Automatic unrolling of time & efficient minibatching of variable-length sequences; data-parallel training with 1-bit SGD and Block Momentum.
  • examples: source code walk-through. For ResNet image classification and sequence-to-sequence modeling with attention.
• Alexey Kamenev. Deep Learning in Microsoft with CNTK. GPU Technology Conference. April 2016. Video and Slides.