Difference between revisions of "RNNs with Darknet"
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| Line 11: | Line 11: | ||
*Generating new text | *Generating new text | ||
| − | |||
./darknet rnn generate cfg/rnn.cfg shakespeare.weights -srand 0 | ./darknet rnn generate cfg/rnn.cfg shakespeare.weights -srand 0 | ||
| Line 19: | Line 18: | ||
*Training with other corpus of text | *Training with other corpus of text | ||
| − | |||
| − | *Some | + | *Download a text file. Some corpus of text online: |
George Meredith | George Meredith | ||
http://www.gutenberg.org/ebooks/4500 | http://www.gutenberg.org/ebooks/4500 | ||
| Line 28: | Line 26: | ||
More | More | ||
http://www.gutenberg.org/ebooks/search/?query=The+Complete+Works+of | http://www.gutenberg.org/ebooks/search/?query=The+Complete+Works+of | ||
| + | |||
| + | *We train the neural network with the new text (This might take a while): | ||
| + | ./darknet rnn train cfg/rnn.train.cfg -file filename.txt | ||
| + | |||
| + | |||
| + | *Generating new text | ||
| + | ./darknet rnn generate cfg/rnn.cfg mark.weights -srand 0 | ||
| + | |||
| + | |||
| + | *Optional: We can modify file cfg/rnn.train.cfg file (batch = 50 is the value we set by default, the original value was 256) | ||
*More info: | *More info: | ||
*https://pjreddie.com/darknet/rnns-in-darknet/ | *https://pjreddie.com/darknet/rnns-in-darknet/ | ||
Revision as of 21:15, 7 January 2019
Installing Darknet
- We need to install our modified version of Darknet:
- Darknet Installation
Using RNNs with Darknet
- Getting some calculated weights from several writers:
wget https://pjreddie.com/media/files/shakespeare.weights wget https://pjreddie.com/media/files/kant.weights wget https://pjreddie.com/media/files/tolstoy.weights
- Generating new text
./darknet rnn generate cfg/rnn.cfg shakespeare.weights -srand 0
- Parameters:
-srand N -> N determines the random seed
- Training with other corpus of text
- Download a text file. Some corpus of text online:
George Meredith http://www.gutenberg.org/ebooks/4500 Mark Twain http://www.gutenberg.org/ebooks/3200 More http://www.gutenberg.org/ebooks/search/?query=The+Complete+Works+of
- We train the neural network with the new text (This might take a while):
./darknet rnn train cfg/rnn.train.cfg -file filename.txt
- Generating new text
./darknet rnn generate cfg/rnn.cfg mark.weights -srand 0
- Optional: We can modify file cfg/rnn.train.cfg file (batch = 50 is the value we set by default, the original value was 256)