Macular: upload training history
Browse files- Macular/training_history.csv +10 -10
Macular/training_history.csv
CHANGED
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@@ -1,11 +1,11 @@
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| 1 |
epoch,train_loss,train_accuracy,train_macro_f1,val_loss,val_accuracy,val_precision_macro,val_recall_macro,val_macro_f1,learning_rate,epoch_time_seconds
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| 2 |
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1,0.3447626210488789,0.8592628051699378,0.8610131809797763,0.43674151281099,0.8573059360730594,0.8648887414288874,0.8570385225096074,0.8575753936668855,9.755282581475769e-05,
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| 3 |
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2,0.1035301582009499,0.961225466730493,0.9609358812598688,0.6442086036531525,0.8162100456621004,0.8382038999668708,0.8169421054962932,0.8126076375449642,9.045084971874737e-05,
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| 4 |
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3,0.03965551032011106,0.9875538535184298,0.9876078436224379,0.6008381341120492,0.8242009132420092,0.8492184972249185,0.8212363740330447,0.8224687424403321,7.938926261462366e-05,
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| 5 |
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4,0.021029818053199038,0.9932982288176161,0.9931189774077397,1.0779224220869472,0.8242009132420092,0.8713469970181943,0.8221771882420371,0.8249177027275891,6.545084971874737e-05,
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| 6 |
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5,0.02023303953845138,0.9952130205840115,0.9952065387760051,0.9287316089335763,0.8242009132420092,0.8643795869602321,0.8211252320491602,0.8250974416966782,4.9999999999999996e-05,
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| 7 |
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6,0.008437797177405542,0.9976065102920058,0.997309385677135,0.8981372243015773,0.8344748858447488,0.863681189667877,0.8311354603331843,0.8344175365570873,3.454915028125263e-05,19.
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| 8 |
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7,0.006022284452062755,0.9976065102920058,0.99747211733474,0.9427440931282371,0.839041095890411,0.8719241832939408,0.8366294045715866,0.8398627522741857,2.0610737385376345e-05,19.
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| 9 |
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8,0.004135357471901629,0.9990426041168023,0.9991432143450399,0.9590071880911928,0.8287671232876712,0.8659889986137888,0.8261858165110277,0.829786635125073,9.549150281252631e-06,19.
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| 10 |
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9,0.001160379857643279,0.9995213020584012,0.9994846760562218,0.8673020760356298,0.8504566210045662,0.8774246864608309,0.8490919377765965,0.850748751993434,2.447174185242323e-06,
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| 11 |
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10,0.0007079901336742428,1.0,1.0,0.8704643840728967,0.8481735159817352,0.8752712285994019,0.8466764788393984,0.8484356416230169,0.0,19.
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| 1 |
epoch,train_loss,train_accuracy,train_macro_f1,val_loss,val_accuracy,val_precision_macro,val_recall_macro,val_macro_f1,learning_rate,epoch_time_seconds
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| 2 |
+
1,0.3447626210488789,0.8592628051699378,0.8610131809797763,0.43674151281099,0.8573059360730594,0.8648887414288874,0.8570385225096074,0.8575753936668855,9.755282581475769e-05,18.134146213531494
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| 3 |
+
2,0.1035301582009499,0.961225466730493,0.9609358812598688,0.6442086036531525,0.8162100456621004,0.8382038999668708,0.8169421054962932,0.8126076375449642,9.045084971874737e-05,17.87098002433777
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| 4 |
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3,0.03965551032011106,0.9875538535184298,0.9876078436224379,0.6008381341120492,0.8242009132420092,0.8492184972249185,0.8212363740330447,0.8224687424403321,7.938926261462366e-05,18.531985759735107
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| 5 |
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4,0.021029818053199038,0.9932982288176161,0.9931189774077397,1.0779224220869472,0.8242009132420092,0.8713469970181943,0.8221771882420371,0.8249177027275891,6.545084971874737e-05,19.436174631118774
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| 6 |
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5,0.02023303953845138,0.9952130205840115,0.9952065387760051,0.9287316089335763,0.8242009132420092,0.8643795869602321,0.8211252320491602,0.8250974416966782,4.9999999999999996e-05,20.101226091384888
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| 7 |
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6,0.008437797177405542,0.9976065102920058,0.997309385677135,0.8981372243015773,0.8344748858447488,0.863681189667877,0.8311354603331843,0.8344175365570873,3.454915028125263e-05,19.275145292282104
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| 8 |
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7,0.006022284452062755,0.9976065102920058,0.99747211733474,0.9427440931282371,0.839041095890411,0.8719241832939408,0.8366294045715866,0.8398627522741857,2.0610737385376345e-05,19.093428373336792
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| 9 |
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8,0.004135357471901629,0.9990426041168023,0.9991432143450399,0.9590071880911928,0.8287671232876712,0.8659889986137888,0.8261858165110277,0.829786635125073,9.549150281252631e-06,19.466606855392456
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| 10 |
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9,0.001160379857643279,0.9995213020584012,0.9994846760562218,0.8673020760356298,0.8504566210045662,0.8774246864608309,0.8490919377765965,0.850748751993434,2.447174185242323e-06,19.545565843582153
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| 11 |
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10,0.0007079901336742428,1.0,1.0,0.8704643840728967,0.8481735159817352,0.8752712285994019,0.8466764788393984,0.8484356416230169,0.0,19.38377809524536
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