| [ |
| { |
| "epoch": 1, |
| "Training Loss": 0.060814531924996175, |
| "Valid. Loss": 0.02150033590073387, |
| "Valid. Accur.": 0.9117838541666666, |
| "Valid. F1": 0.0, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 2, |
| "Training Loss": 0.02077817253496809, |
| "Valid. Loss": 0.01969357955579955, |
| "Valid. Accur.": 0.9117838541666666, |
| "Valid. F1": 0.0, |
| "Training Time": "0:05:47", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 3, |
| "Training Loss": 0.01785502124720888, |
| "Valid. Loss": 0.016788409516551233, |
| "Valid. Accur.": 0.9117838541666666, |
| "Valid. F1": 0.003472222222222222, |
| "Training Time": "0:05:47", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 4, |
| "Training Loss": 0.015714918222713002, |
| "Valid. Loss": 0.015299236678923384, |
| "Valid. Accur.": 0.9166666666666666, |
| "Valid. F1": 0.1584924768518519, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 5, |
| "Training Loss": 0.01342571622428664, |
| "Valid. Loss": 0.01374282803542882, |
| "Valid. Accur.": 0.9241536458333334, |
| "Valid. F1": 0.28177083333333325, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 6, |
| "Training Loss": 0.011193045560748294, |
| "Valid. Loss": 0.012980928290004771, |
| "Valid. Accur.": 0.9248046875, |
| "Valid. F1": 0.2958188657407407, |
| "Training Time": "0:05:51", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 7, |
| "Training Loss": 0.009231175287046157, |
| "Valid. Loss": 0.01233245159543002, |
| "Valid. Accur.": 0.9166666666666666, |
| "Valid. F1": 0.2931712962962962, |
| "Training Time": "0:05:47", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 8, |
| "Training Loss": 0.0077906711217008715, |
| "Valid. Loss": 0.012889724600984967, |
| "Valid. Accur.": 0.9085286458333334, |
| "Valid. F1": 0.3557899305555556, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 9, |
| "Training Loss": 0.00632636532327048, |
| "Valid. Loss": 0.01232916984458521, |
| "Valid. Accur.": 0.9293619791666666, |
| "Valid. F1": 0.3744068287037036, |
| "Training Time": "0:05:51", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 10, |
| "Training Loss": 0.005437391405945121, |
| "Valid. Loss": 0.012849471769216822, |
| "Valid. Accur.": 0.9293619791666666, |
| "Valid. F1": 0.35494791666666664, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 11, |
| "Training Loss": 0.004438069527289243, |
| "Valid. Loss": 0.013265871495350435, |
| "Valid. Accur.": 0.9303385416666666, |
| "Valid. F1": 0.3634693287037037, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 12, |
| "Training Loss": 0.004025729177532239, |
| "Valid. Loss": 0.0129528192410847, |
| "Valid. Accur.": 0.9287109375, |
| "Valid. F1": 0.3676215277777777, |
| "Training Time": "0:05:51", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 13, |
| "Training Loss": 0.003225654718563589, |
| "Valid. Loss": 0.014123757418080156, |
| "Valid. Accur.": 0.9296875, |
| "Valid. F1": 0.3742766203703703, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 14, |
| "Training Loss": 0.0028463333250090803, |
| "Valid. Loss": 0.012756896676091851, |
| "Valid. Accur.": 0.9303385416666666, |
| "Valid. F1": 0.41504629629629636, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 15, |
| "Training Loss": 0.002337109588750405, |
| "Valid. Loss": 0.015649377726883056, |
| "Valid. Accur.": 0.9283854166666666, |
| "Valid. F1": 0.40303819444444455, |
| "Training Time": "0:05:51", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 16, |
| "Training Loss": 0.002232252142423367, |
| "Valid. Loss": 0.016351426058796897, |
| "Valid. Accur.": 0.9274088541666666, |
| "Valid. F1": 0.3324074074074073, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 17, |
| "Training Loss": 0.002020130315000056, |
| "Valid. Loss": 0.015278529894749234, |
| "Valid. Accur.": 0.9287109375, |
| "Valid. F1": 0.4013020833333332, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 18, |
| "Training Loss": 0.0019482849481967897, |
| "Valid. Loss": 0.015951911666585758, |
| "Valid. Accur.": 0.9290364583333334, |
| "Valid. F1": 0.4011284722222222, |
| "Training Time": "0:05:50", |
| "Validation Time": "0:00:33" |
| }, |
| { |
| "epoch": 19, |
| "Training Loss": 0.0016566359203740095, |
| "Valid. Loss": 0.015292459144305522, |
| "Valid. Accur.": 0.9231770833333334, |
| "Valid. F1": 0.4605613425925927, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 20, |
| "Training Loss": 0.0012837047485534407, |
| "Valid. Loss": 0.01647316568849267, |
| "Valid. Accur.": 0.923828125, |
| "Valid. F1": 0.4241030092592593, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 21, |
| "Training Loss": 0.001154242324536469, |
| "Valid. Loss": 0.016170864546020312, |
| "Valid. Accur.": 0.9208984375, |
| "Valid. F1": 0.4721064814814815, |
| "Training Time": "0:05:49", |
| "Validation Time": "0:00:34" |
| }, |
| { |
| "epoch": 22, |
| "Training Loss": 0.0011508660232172065, |
| "Valid. Loss": 0.016893938403997406, |
| "Valid. Accur.": 0.9345703125, |
| "Valid. F1": 0.43048321759259256, |
| "Training Time": "0:05:49", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 23, |
| "Training Loss": 0.0013098391007748608, |
| "Valid. Loss": 0.014654753594410675, |
| "Valid. Accur.": 0.9365234375, |
| "Valid. F1": 0.4107204861111111, |
| "Training Time": "0:05:48", |
| "Validation Time": "0:00:32" |
| }, |
| { |
| "epoch": 24, |
| "Training Loss": 0.0009889586638037915, |
| "Valid. Loss": 0.014743663704766728, |
| "Valid. Accur.": 0.935546875, |
| "Valid. F1": 0.42617187500000003, |
| "Training Time": "0:05:47", |
| "Validation Time": "0:00:33" |
| } |
| ] |