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Done Experiments
Dominik edited this page Jun 11, 2015
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| Date | Description | Result |
|---|---|---|
| 2015-06-11 | alexnet without fc7, train everything, gradient clipping to 10 | 116k - 0.01375 |
| 2015-06-11 | alexnet train everything no gradient clipping | 6k - 0.564297 |
| 2015-06-11 | alexnet train >=fc6 no gradient clipping, lr=10^-3, prediction layer lr: 10 | 10k - 0.581797 |
| 2015-06-11 | alexnet without fc7, train >=fc6 no gradient clipping | 56k - 0.278516 |
| Date | Description | Result |
|---|---|---|
| 2015-06-5 | alexnet + lstm (256), train lstm (only_lstm) | 90k - 0.6 |
| 2015-06-5 | alexnet + lstm (256), train fc6 with 0.1 and lstm (training_fc6-0.1_lstm-256) | 94k - 0.628203 |
| 2015-06-5 | alexnet + lstm (1024), train fc6 with 0.1 and lstm (training_fc6-0.1_lstm-1024) | 70k - 0.655391 |
| 2015-06-6 | alexnet + lstm (512) + lstm (256), train fc6 with 0.1 and lstm (training_fc6-0.1_lstm-512-256.tlog) | 100k - 0.661563 |
| 2015-06-7 | alexnet + lstm (1024) + lstm (512), train conv4 with 0.01, after 0.1 and lstm with 1 (test_lstm-1024.tlog) | 100k - 0.668906 |