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2016-06-15. CNTK now supports building against a custom Intel® Math Kernel Library (MKL). See setup instructions on how to set this up for your platform.
2016-06-10. See CNTK v.1.5 binary release announcement in the official Microsoft Research Blog
2016-06-08. V 1.5 Binary release CNTK v.1.5 binaries are on the CNTK Releases page
2016-06-01. An updated version of the network-description language has been made available under the new BrainScript Network Builder, which features full expression parsing, recursive functions, and more.
2016-05-19. A 1-hour talk describing CNTK, how to use it, and how it works, has been posted at Presentations.
2016-05-16. An example illustrating Using CNTK with ResNet is added to the codebase. The example contains some pre-trained models that can be used in various applications.
2016-05-16. CNTK Wiki now has FAQ Page
2016-05-05. CNTK now supports BlockMomentum Stochastic Gradient Descent (SGD) algorithm. See the details in the Multiple GPUs and machines Wiki section
2016-05-03. New transformations are implemented for Image Reader. See the description in the Image Reader Wiki section
2016-04-25. V 1.1 Binary release CNTK v.1.1 binaries are on the CNTK Releases page
2016-04-12. CNTK is available as Azure Virtual Machines and Docker Containers
2016-04-12. Added support for ND convolution and ND pooling and CPU support for cudnn
layout in convolution, pooling and batch normalization nodes.
Read documentation on convolution, pooling and batch normalization nodes.
2016-04-05. CUDA7.5 support for Windows Build: Windows project files have been updated to automatically utilize CUDA 7.5 if present
2016-03-24. New Text Reader (CNTKTextFormatReader) is available Read description here https://github.com/Microsoft/CNTK/wiki/CNTKTextFormat-Reader
2016-02-29. Added ZIP files support to the ImageReader Examples: https://github.com/Microsoft/CNTK/wiki/Image-reader Updated build steps at https://github.com/Microsoft/CNTK/wiki/Setup-CNTK-on-your-machine
2016-02-29. Added documentation for the ImageReader https://github.com/Microsoft/CNTK/wiki/Image-reader
2016-02-17. CNTK Contribution Guidelines are published Check it out here: https://github.com/Microsoft/CNTK/wiki/Contributing-to-CNTK
2016-02-15. The first part of CNTK tutorial is published. You can find it here: https://github.com/Microsoft/CNTK/wiki/Tutorial
2016-02-10. Binary release Most up-to-date binaries are on the CNTK Releases page
2016-01-26. First binary release after the move to GitHub is published (GPU only).
2016-01-25 13:00 GMT. CNTK new repository in GitHub went public! Together with GitHub repository a new CNTK web site http://www.cntk.ai/ also became available.
Getting started
- Home
- Setup CNTK on your machine
- Tutorial
- Tutorial II
- CNTK usage overview
- Examples
- Presentations
- Multiple GPUs and machines
Configuring CNTK
- Config file overview
- Simple Network Builder
-
BrainScript Network Builder
- also see Describing Networks below
- SGD block
- Reader block
- Train, Test, Eval
- Top-level configurations
Describing Networks with BrainScript
Data readers
- Text Format Reader
- HTKMLF Reader
- LM sequence reader
- LU sequence reader
- Image reader
- Deserializers and Transforms
Evaluating CNTK Models
- Overview
- C++ Evaluation Interface
- C# Evaluation Interface
- Evaluating Hidden Layers
- C# Image Transforms for Evaluation
Advanced topics
Licenses