https://github.com/kefirski/pytorch_TDNN

Time Delayed NN implemented in pytorch
https://github.com/kefirski/pytorch_TDNN

cnn deep-learning python pytorch tdnn

Last synced: 29 days ago
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Time Delayed NN implemented in pytorch

• Host: GitHub
• URL: https://github.com/kefirski/pytorch_TDNN
• Owner: kefirski
• License: mit
• Created: 2017-03-04T08:21:01.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-03-27T17:07:01.000Z (over 7 years ago)
• Last Synced: 2024-05-23T06:50:48.654Z (7 months ago)
• Topics: cnn, deep-learning, python, pytorch, tdnn
• Language: Python
• Homepage:
• Size: 118 KB
• Stars: 82
• Watchers: 7
• Forks: 15
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Pytorch Time Delayed NN

Time Delayed NN implemented in [PyTorch](http://www.pytorch.org).

![TDNN](images/TDNN.png)

## Usage

```python

kernels = [(1, 25), (2, 50), (3, 75), (4, 100), (5, 125), (6, 150)]

tdnn = TDNN(kernels, input_embedding_size)

# in is tensor with shape [batch_size, max_seq_len, max_word_len, input_embedding_size]

out = tdnn(in)

```