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update doc for new release
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hughperkins committed Jun 25, 2015
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Expand Up @@ -10,18 +10,16 @@ How to determine the current stable public API is documented at [Stable API](Pub

## New in next release


## Changes in next release

* `deepclrun` becomes `deepcl_train`: handles training, and validation, using labelled data
* `deepclexec` becomes `deepcl_predict`: handles creating predictions from unlabelled data
* lua wrappers removed. Effort for lua has moved to [cltorch](https://github.com/hughperkins/cltorch) and [clnn](https://github.com/hughperkins/clnn), both of which are well underway :-)
* `deepcl_predict` can take input from a file, using GenericLoader, same formats as training, or from stdin
* `deepcl_predict` can output to a file, or to stdout, in text or binary format

## Changes in next release

* normalization layer translate and scale are now stored in weights file, whose version has now been bumped to 3
* weights files versions 1 and 3 can both be read, any updated weights file will be written as version 3

## Changes under the covers, in next release

* GenericLoader::load can take a value of `0` for labels, which means labels wont be loaded
* used by `predict`
* migrated the underlying maths functions to use the new lua kernel templater

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