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Add side by side tables for GPU activation
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christianechevarria committed Oct 11, 2019
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Expand Up @@ -36,34 +36,31 @@ This matrix is a 6 by N matrix that contains information about the current & pre
**Activation, Error, Optimizer**

This contains the per-neuron corresponding activation, error, and optimizer function

| | 1 | 2 | 3 | 4 | 5 | 6 |
|:--:|:-:|:-:|:-:|:-:|:-:|:-:|
| f | 2 | 2 | 4 | 4 | 3 | 3 |
| f' | 2 | 3 | 4 | 4 | 4 | 4 |
| ε | 2 | 3 | 4 | 4 | 2 | 2 |
| ε' | 2 | 2 | 2 | 4 | 4 | 4 |
| Θ | 2 | 2 | 2 | 2 | 2 | 1 |
| Θ' | 1 | 3 | 4 | 2 | 1 | 3 |

<div>
<table>
<thead>
<tr>
<td>
<table>
<thead><tr><td>b</td></tr></thead>
</table>
</td>
<td>
<table>
<thead><tr><td>b</td></tr></thead>
</table>
</td>
</tr>
</thead>
</table>
<div align="middle">

<table>
<tr><th>Neuron state matrix</th><th>Function reference matrix</th></tr>
<tr><td>

| | 1 | 2 | 3 | 4 | 5 | 6 |
|:--:|:-:|:-:|:-:|:-:|:-:|:-:|
| f | 2 | 2 | 4 | 4 | 3 | 3 |
| f' | 2 | 3 | 4 | 4 | 4 | 4 |
| ε | 2 | 3 | 4 | 4 | 2 | 2 |
| ε' | 2 | 2 | 2 | 4 | 4 | 4 |
| Θ | 2 | 2 | 2 | 2 | 2 | 1 |
| Θ' | 1 | 3 | 4 | 2 | 1 | 3 |

</td><td>

| | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|:--:|:---------:|:--------:|:--------:|:--------:|:---------:|:---------:|:---------:|
| f | Logistic | Tanh | Step | ReLU | Softsign | Sinusoid | Gaussian |
| f' | Logistic' | Tanh' | Step' | ReLU' | Softsign' | Sinusoid' | Guassian' |
| ε | MSE | MAE | MAPE | MAPE | WAPE | MSLE | Hinge |
| Θ | fitness1 | fitness2 | fitness3 | fitness4 | fitness5 | fitness6 | fitness7 |

</td></tr> </table>
</div>

### Serialized Kernels
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