42 lines
2.3 KiB
Plaintext
42 lines
2.3 KiB
Plaintext
58 legal letters: abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ .,;'-
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18 categories: ['Czech', 'German', 'Arabic', 'Japanese', 'Chinese', 'Vietnamese', 'Russian', 'French', 'Irish', 'English', 'Spanish', 'Greek', 'Italian', 'Portuguese', 'Scottish', 'Dutch', 'Korean', 'Polish']
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first 5 Chinese names: ['Ang', 'Au-Yong', 'Bai', 'Ban', 'Bao']
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RNN(
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(i2h): Linear(in_features=186, out_features=128, bias=True)
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(i2o): Linear(in_features=186, out_features=18, bias=True)
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(softmax): LogSoftmax(dim=1)
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)
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5000 5.0% (0m 9s) 2.5912 2541.35 Zimmerman / Dutch ✗ (German)
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10000 10.0% (0m 18s) 1.5788 2128.60 Gong / Vietnamese ✗ (Chinese)
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15000 15.0% (0m 26s) 2.7233 1998.65 Solo / Chinese ✗ (Spanish)
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20000 20.0% (0m 36s) 1.8938 1815.65 Lohrenz / Spanish ✗ (German)
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25000 25.0% (0m 44s) 2.3676 1735.06 Hoch / Vietnamese ✗ (German)
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30000 30.0% (0m 52s) 1.8657 1634.36 Macfarland / French ✗ (Irish)
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35000 35.0% (1m 4s) 1.5567 1658.71 Devin / French ✗ (Irish)
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40000 40.0% (1m 14s) 3.7105 1568.38 Farmer / French ✗ (English)
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45000 45.0% (1m 22s) 1.9464 1524.05 Arthur / Arabic ✗ (French)
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50000 50.0% (1m 32s) 2.1889 1463.57 Nemec / Portuguese ✗ (Czech)
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55000 55.0% (1m 42s) 0.6579 1500.78 Naser / Arabic ✓
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60000 60.0% (1m 50s) 0.7514 1427.26 Gallego / Spanish ✓
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65000 65.0% (1m 58s) 0.8220 1383.95 Kawate / Japanese ✓
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70000 70.0% (2m 6s) 0.7611 1319.17 Graner / German ✓
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75000 75.0% (2m 14s) 1.2482 1331.15 Guerrero / Spanish ✓
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80000 80.0% (2m 23s) 0.0109 1306.75 Antoniadis / Greek ✓
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85000 85.0% (2m 31s) 0.0735 1404.86 O'Boyle / Irish ✓
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90000 90.0% (2m 39s) 0.8547 1258.60 Said / Arabic ✓
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95000 95.0% (2m 47s) 1.2185 1329.16 Dickson / English ✗ (Scottish)
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100000 100.0% (2m 55s) 1.6481 1295.43 Abana / Italian ✗ (Spanish)
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prediction for Wu:
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(-0.70) Korean
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(-1.36) Vietnamese
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(-2.53) Chinese
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prediction for Harry:
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(-1.27) Arabic
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(-1.63) English
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(-1.81) French
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prediction for Louis:
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(-1.16) Arabic
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(-1.45) Greek
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(-1.58) Portuguese
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correct rate (per category): Czech: 40.0; German: 66.7; Arabic: 33.3; Japanese: 25.0; Chinese: 14.3; Vietnamese: 30.0; Russian: 0.0; French: 50.0; Irish: 20.0; English: 85.7; Spanish: 14.3; Greek: 0.0; Italian: 14.3; Portuguese: 20.0; Scottish: 25.0; Dutch: 0.0; Korean: 66.7; Polish: 0.0;
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total correct rate: 28.1 |