@@ -13,7 +13,7 @@ See some interesting [examples](examples) to learn about the framework:
## Features:
You need to abstract your training task into three components:
Abstract your training task into three components:
1. Model, or graph. `models/` has some scoped abstraction of common models.
`LinearWrap` and `argscope` makes large models look simpler.
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@@ -43,8 +43,8 @@ Multi-GPU training is ready to use by simply switching the trainer.
pip install --user -r requirements.txt
pip install --user -r opt-requirements.txt (some optional dependencies, you can install later if needed)
```
+ Use [tcmalloc](http://goog-perftools.sourceforge.net/doc/tcmalloc.html) whenever possible: see [TF issue](https://github.com/tensorflow/tensorflow/issues/2942)
+allow `import tensorpack` everywhere:
+ Use [tcmalloc](http://goog-perftools.sourceforge.net/doc/tcmalloc.html) whenever possible