Bump version and update README

ixaxaar · Oct 27, 2017 · fc863a9 · fc863a9
1 parent a5f0d31
commit fc863a9
Show file tree

Hide file tree

Showing 2 changed files with 21 additions and 1 deletion.
diff --git a/README.md b/README.md
@@ -60,10 +60,30 @@ output, (controller_hidden, memory, read_vectors) = \
 The copy task, as descibed in the original paper, is included in the repo.
 
 From the project root:
+```bash
+python ./tasks/copy_task.py -cuda 0
+```
+
+The copy task can be used to debug memory using [Visdom](https://github.com/facebookresearch/visdom).
+
+Additional step required:
+
+```bash
+pip install visdom
+python -m visdom.server
 ```
+
+Open http://localhost:8097/ on your browser, and execute the copy task:
+
+```bash
 python ./tasks/copy_task.py -cuda 0
 ```
 
+The visdom dashboard shows memory as a heatmap for batch 0 every `-summarize_freq` iteration:
+
+![Visdom dashboard](https://user-images.githubusercontent.com/144122/32119691-a54ebd86-bb73-11e7-9ffa-4fa720d7a21a.png)
+
+
 ## General noteworthy stuff
 
 1. DNCs converge with Adam and RMSProp learning rules, SGD generally causes them to diverge.

diff --git a/setup.py b/setup.py
@@ -21,7 +21,7 @@
 setup(
     name='dnc',
 
-    version='0.0.3',
+    version='0.0.4',
 
     description='Differentiable Neural Computer, for Pytorch',
     long_description=long_description,