| trainable params: 4194304 || all params: 6742740992 || trainable%: 0.06220473254091146 |
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| epoch:0 {'TC_prec': 0.3167701863354037, 'TC_rec': 0.12085308056872038, 'TI_prec': 0.45962732919254656, 'TI_rec': 0.17535545023696683, 'AC_prec': 0.10723860589812333, 'AC_rec': 0.06825938566552901, 'AI_prec': 0.13404825737265416, 'AI_rec': 0.08532423208191127, 'TI': 0.2538593481989709, 'TC': 0.17495711835334476, 'AI': 0.1042752867570386, 'AC': 0.08342022940563087, 'mean_f1': 0.15412799567874627} |
| avg_train_loss tensor(1.6375) |
| lr 5e-06 |
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| epoch:1 {'TC_prec': 0.3235294117647059, 'TC_rec': 0.13033175355450238, 'TI_prec': 0.4764705882352941, 'TI_rec': 0.19194312796208532, 'AC_prec': 0.1174934725848564, 'AC_rec': 0.07679180887372014, 'AI_prec': 0.1409921671018277, 'AI_rec': 0.09215017064846416, 'TI': 0.27364864864864863, 'TC': 0.18581081081081083, 'AI': 0.11145510835913311, 'AC': 0.09287925696594428, 'mean_f1': 0.1659484561961342} |
| avg_train_loss tensor(1.1741) |
| lr 5e-06 |
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| epoch:2 {'TC_prec': 0.3176470588235294, 'TC_rec': 0.12796208530805686, 'TI_prec': 0.47058823529411764, 'TI_rec': 0.1895734597156398, 'AC_prec': 0.11345646437994723, 'AC_rec': 0.07337883959044368, 'AI_prec': 0.13192612137203166, 'AI_rec': 0.08532423208191127, 'TI': 0.2702702702702703, 'TC': 0.1824324324324324, 'AI': 0.10362694300518135, 'AC': 0.08911917098445596, 'mean_f1': 0.161362204173085} |
| avg_train_loss tensor(1.0730) |
| lr 5e-06 |
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| epoch:3 {'TC_prec': 0.3275862068965517, 'TC_rec': 0.13507109004739337, 'TI_prec': 0.4827586206896552, 'TI_rec': 0.1990521327014218, 'AC_prec': 0.11286089238845144, 'AC_rec': 0.07337883959044368, 'AI_prec': 0.13385826771653545, 'AI_rec': 0.08703071672354949, 'TI': 0.2818791946308725, 'TC': 0.1912751677852349, 'AI': 0.10548086866597725, 'AC': 0.08893485005170632, 'mean_f1': 0.16689252028344775} |
| avg_train_loss tensor(1.0316) |
| lr 5e-06 |
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| epoch:4 {'TC_prec': 0.3176470588235294, 'TC_rec': 0.12796208530805686, 'TI_prec': 0.4764705882352941, 'TI_rec': 0.19194312796208532, 'AC_prec': 0.11466666666666667, 'AC_rec': 0.07337883959044368, 'AI_prec': 0.13333333333333333, 'AI_rec': 0.08532423208191127, 'TI': 0.27364864864864863, 'TC': 0.1824324324324324, 'AI': 0.10405827263267431, 'AC': 0.08949011446409989, 'mean_f1': 0.16240736704446382} |
| avg_train_loss tensor(1.0073) |
| lr 5e-06 |
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| epoch:5 {'TC_prec': 0.313953488372093, 'TC_rec': 0.12796208530805686, 'TI_prec': 0.48255813953488375, 'TI_rec': 0.1966824644549763, 'AC_prec': 0.11052631578947368, 'AC_rec': 0.07167235494880546, 'AI_prec': 0.13421052631578947, 'AI_rec': 0.08703071672354949, 'TI': 0.27946127946127947, 'TC': 0.18181818181818182, 'AI': 0.10559006211180125, 'AC': 0.08695652173913043, 'mean_f1': 0.16345651128259822} |
| avg_train_loss tensor(0.9908) |
| lr 5e-06 |
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| epoch:6 {'TC_prec': 0.32335329341317365, 'TC_rec': 0.12796208530805686, 'TI_prec': 0.48502994011976047, 'TI_rec': 0.19194312796208532, 'AC_prec': 0.12054794520547946, 'AC_rec': 0.07508532423208192, 'AI_prec': 0.14246575342465753, 'AI_rec': 0.08873720136518772, 'TI': 0.2750424448217318, 'TC': 0.1833616298811545, 'AI': 0.10935856992639327, 'AC': 0.092534174553102, 'mean_f1': 0.1650742047955954} |
| avg_train_loss tensor(0.9788) |
| lr 5e-06 |
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| epoch:7 {'TC_prec': 0.33532934131736525, 'TC_rec': 0.13270142180094788, 'TI_prec': 0.47904191616766467, 'TI_rec': 0.1895734597156398, 'AC_prec': 0.11653116531165311, 'AC_rec': 0.07337883959044368, 'AI_prec': 0.13821138211382114, 'AI_rec': 0.08703071672354949, 'TI': 0.27164685908319186, 'TC': 0.19015280135823429, 'AI': 0.1068062827225131, 'AC': 0.0900523560209424, 'mean_f1': 0.16466457479622043} |
| avg_train_loss tensor(0.9733) |
| lr 2.5e-06 |
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| [TEST] |
| {'TC_prec': 0.2796610169491525, 'TC_rec': 0.1746031746031746, 'TI_prec': 0.3728813559322034, 'TI_rec': 0.2328042328042328, 'AC_prec': 0.0947136563876652, 'AC_rec': 0.083984375, 'AI_prec': 0.11674008810572688, 'AI_rec': 0.103515625, 'TI': 0.2866449511400651, 'TC': 0.21498371335504887, 'AI': 0.10973084886128363, 'AC': 0.08902691511387163, 'mean_f1': 0.1750966071175673} |
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