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Update the layers table
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milancurcic committed Feb 17, 2025
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Expand Up @@ -30,8 +30,8 @@ Read the paper [here](https://arxiv.org/abs/1902.06714).
| Layer type | Constructor name | Supported input layers | Rank of output array | Forward pass | Backward pass |
|------------|------------------|------------------------|----------------------|--------------|---------------|
| Input | `input` | n/a | 1, 2, 3 | n/a | n/a |
| Dense (fully-connected) | `dense` | `input1d`, `flatten` | 1 |||
| Dropout | `dropout` | Any | 1 |||
| Dense (fully-connected) | `dense` | `input1d`, `dense`, `dropout`, `flatten` | 1 |||
| Dropout | `dropout` | `dense`, `flatten`, `input1d` | 1 |||
| Convolutional (2-d) | `conv2d` | `input3d`, `conv2d`, `maxpool2d`, `reshape` | 3 || ✅(*) |
| Max-pooling (2-d) | `maxpool2d` | `input3d`, `conv2d`, `maxpool2d`, `reshape` | 3 |||
| Flatten | `flatten` | `input2d`, `input3d`, `conv2d`, `maxpool2d`, `reshape` | 1 |||
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