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add a miss feature and more credits
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liqunfu committed Sep 16, 2017
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Expand Up @@ -199,6 +199,9 @@ We added support for dilation convolution on the GPU, exposed by BrainScript, C+
### Deterministic Pooling
Now call `cntk.debug.force_deterministic()` will make max and average pooling deterministic, this behavior depend on cuDNN version 6 or later.

### Add Crop Node to Python API
Motivation in order to support some image segmentation network, we added Crop node to C++ and Python API. Crop node crops its first input along spatial axes so that the result matches the spatial size of its second (reference) input. All non-spatial dimensions are unchanged. Crop offsets can be specified directly, or computed automatically, by traversing the network, and matching centers of receptive fields between activations in the two inputs

## Performance
### Intel MKL update to improve inference speed on CPU by around 2x on AlexNet
This work is rolled over to next release due to dependency on test infrastructure updates.
Expand All @@ -215,16 +218,25 @@ We added the image feature support for TensorBoard. Now CNTK users can use Tenso
### Acknowledgments
We thank the following community members for their contributions:+

* [@arturl](https://github.com/arturl)
* [@chentaMS](https://github.com/chentaMS)
* [@cijianzy](https://github.com/cijianzy)
* [@DaveyBiggers](https://github.com/DaveyBiggers)
* [@duli2012](https://github.com/duli2012)
* [@eldakms](https://github.com/eldakms)
* [@FDecaYed](https://github.com/FDecaYed)
* [@junjieqian](https://github.com/junjieqian)
* [@karolzak](https://github.com/karolzak)
* [@KGWANGMIN](https://github.com/KGWANGMIN)
* [@mnidza](https://github.com/mnidza)
* [@ottolu](https://github.com/ottolu)
* [@raaaar](https://github.com/raaaar)
* [@StillKeepTry](https://github.com/StillKeepTry)
* [@taehoonlee](https://github.com/taehoonlee)
* [@vmazalov](https://github.com/vmazalov)


We apologize for any community contributions we might have overlooked in these release notes.

## Others
### Continue work on [Deep Learning Explained](https://www.edx.org/course/deep-learning-explained-microsoft-dat236x) course on edX.
### Continue work on [Deep Learning Explained](https://www.edx.org/course/deep-learning-explained-microsoft-dat236x) course on edX.

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