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Flux.jl
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Mike J Innes 2017-03-04 14:05:39 +00:00
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@ -27,7 +27,7 @@ softmax(affine1(x1)) # [0.167952, 0.186325, 0.176683, 0.238571, 0.23047]
softmax(affine2(x1)) # [0.125361, 0.246448, 0.21966, 0.124596, 0.283935]
```
We just created two separate `Affine` layers, and each contains its own version of `W` and `b`, leading to a different result when called with our data. It's easy to define templates like `Affine` ourselves (see [templates](templates.html)), but Flux provides `Affine` out of the box, so we'll use that for now.
We just created two separate `Affine` layers, and each contains its own (randomly initialised) version of `W` and `b`, leading to a different result when called with our data. It's easy to define templates like `Affine` ourselves (see [templates](templates.html)), but Flux provides `Affine` out of the box, so we'll use that for now.
## Combining Models