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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2017/11/27 20:46:36 UTC

[GitHub] sxjscience commented on a change in pull request #8787: add CapsNet example

sxjscience commented on a change in pull request #8787: add CapsNet example
URL: https://github.com/apache/incubator-mxnet/pull/8787#discussion_r153317830
 
 

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 File path: example/capsnet/README.md
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+**CapsNet-MXNet**
+=========================================
+
+This example is MXNet implementation of [CapsNet](https://arxiv.org/abs/1710.09829):  
+Sara Sabour, Nicholas Frosst, Geoffrey E Hinton. Dynamic Routing Between Capsules. NIPS 2017
+- The current `best test error is 0.29%` and `average test error is 0.303%`
+- The `average test error on paper is 0.25%`  
+
+Log files for the error rate are uploaded in [repository](https://github.com/samsungsds-rnd/capsnet.mxnet).  
+* * *
+## **Usage**
+Install scipy with pip  
+```
+pip install scipy
+```
+
+On Single gpu
+```
+python capsulenet.py --devices gpu0
+```
+On Multi gpus
+```
+python capsulenet.py --devices gpu0,gpu1
+```
+
+* * *
+## **Prerequisities**
+
+MXNet version above (0.11.0)  
 
 Review comment:
   For the version here, have you tested on some more recent versions like the current master or 1.0.0rc?

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