Commit
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fd0c36b
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Parent(s):
cef4bbb
Update article format
Browse files- app.py +0 -1
- article.md +26 -13
app.py
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@@ -22,7 +22,6 @@ interface_options = {
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"article": article,
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"interpretation": "default",
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"layout": "horizontal",
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"theme": "default",
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# Audio from validation file
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"examples": ["000003.ogg", "000032.ogg", "000038.ogg", "000050.ogg", "000103.ogg"],
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}
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"article": article,
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"interpretation": "default",
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"layout": "horizontal",
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# Audio from validation file
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"examples": ["000003.ogg", "000032.ogg", "000038.ogg", "000050.ogg", "000103.ogg"],
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}
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article.md
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@@ -13,19 +13,32 @@ During first lesson of Practical Deep Learning for Coders course, Jeremy had men
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Fast.ai was used to train this classifier with a ResNet50 vision learner for 10 epochs.
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epoch
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## Examples
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Fast.ai was used to train this classifier with a ResNet50 vision learner for 10 epochs.
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| epoch | train_loss | valid_loss | error_rate | time |
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|-------|---------------|---------------|---------------|-------|
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|0 | 2.312176 | 1.843815 | 0.558654 | 02:07 |
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|1 | 2.102361 | 1.719162 | 0.539061 | 02:08 |
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|2 | 1.867139 | 1.623988 | 0.527003 | 02:08 |
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|3 | 1.710557 | 1.527913 | 0.507661 | 02:07 |
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|4 | 1.629478 | 1.456836 | 0.479779 | 02:05 |
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|5 | 1.519305 | 1.433036 | 0.474253 | 02:05 |
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|6 | 1.457465 | 1.379757 | 0.464456 | 02:05 |
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|7 | 1.396283 | 1.369344 | 0.457925 | 02:05 |
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|8 | 1.359388 | 1.367973 | 0.453655 | 02:05 |
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|9 | 1.364363 | 1.368887 | 0.456167 | 02:04 |
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| epoch | train_loss | valid_loss | error_rate | time |
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|-------|---------------|---------------|---------------|-------|
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| 0 | 1.358123 | 1.100139 | 0.288713 | 05:14 |
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| 1 | 1.129988 | 0.985213 | 0.260693 | 05:12 |
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| 2 | 0.964907 | 0.909715 | 0.241337 | 05:17 |
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| 3 | 0.804738 | 0.843515 | 0.222475 | 05:19 |
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| 4 | 0.638846 | 0.795957 | 0.205347 | 05:16 |
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| 5 | 0.475434 | 0.750069 | 0.192673 | 05:15 |
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| 6 | 0.345060 | 0.742432 | 0.185198 | 05:12 |
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| 7 | 0.247938 | 0.728758 | 0.177624 | 05:12 |
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| 8 | 0.214708 | 0.727486 | 0.177871 | 05:11 |
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## Examples
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