nudles opened a new pull request #14: rearrange contents in dist-train.md
URL: https://github.com/apache/singa-doc/pull/14
 
 
   @chrishkchris  pls review and test.
   
   In addition, the some APIs can be improved
   1. 
[backward_and_spars_update](https://github.com/apache/singa/blob/master/python/singa/opt.py#L458)
  --> `backward_and_sparse_update`
   2. 
[train_mnist_cnn()](https://github.com/apache/singa/blob/master/examples/autograd/mnist_cnn.py#L138)
 -->
   ```python
   train_mnist_cnn( gpu_num=1, gpu_per_node=1, nccl_id=None):
   ```
   all other variables can be created and set inside `train_mnist_cnn` to make 
the API simple to call.

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