| [ | |
| { | |
| "epoch": 1, | |
| "Training Loss": 0.06656572773664948, | |
| "Valid. Loss": 0.022280380247041955, | |
| "Valid. Accur.": 0.8128255208333334, | |
| "Valid. F1": 0.1505974927849928, | |
| "Training Time": "0:12:56", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 2, | |
| "Training Loss": 0.024813578442259624, | |
| "Valid. Loss": 0.014378039641324005, | |
| "Valid. Accur.": 0.8408203125, | |
| "Valid. F1": 0.3979089631433383, | |
| "Training Time": "0:12:57", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 3, | |
| "Training Loss": 0.015695748285103464, | |
| "Valid. Loss": 0.013421751681462403, | |
| "Valid. Accur.": 0.8414713541666666, | |
| "Valid. F1": 0.49513362794612803, | |
| "Training Time": "0:12:57", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 4, | |
| "Training Loss": 0.012546304427162341, | |
| "Valid. Loss": 0.013784653507524737, | |
| "Valid. Accur.": 0.8284505208333334, | |
| "Valid. F1": 0.5814973770442521, | |
| "Training Time": "0:12:58", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 5, | |
| "Training Loss": 0.009743266480174198, | |
| "Valid. Loss": 0.012991132125741088, | |
| "Valid. Accur.": 0.8388671875, | |
| "Valid. F1": 0.5675275447931697, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 6, | |
| "Training Loss": 0.008346035631478736, | |
| "Valid. Loss": 0.013373836280164452, | |
| "Valid. Accur.": 0.8486328125, | |
| "Valid. F1": 0.4700952982202982, | |
| "Training Time": "0:12:58", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 7, | |
| "Training Loss": 0.006662302511538656, | |
| "Valid. Loss": 0.014091252932801883, | |
| "Valid. Accur.": 0.8238932291666666, | |
| "Valid. F1": 0.5985706770081768, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 8, | |
| "Training Loss": 0.0056419158314018935, | |
| "Valid. Loss": 0.01405144702611324, | |
| "Valid. Accur.": 0.845703125, | |
| "Valid. F1": 0.4689425129268879, | |
| "Training Time": "0:12:58", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 9, | |
| "Training Loss": 0.0049385305087416296, | |
| "Valid. Loss": 0.014954996027751499, | |
| "Valid. Accur.": 0.8548177083333334, | |
| "Valid. F1": 0.5428332055675805, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 10, | |
| "Training Loss": 0.004341863202254459, | |
| "Valid. Loss": 0.01521519619690556, | |
| "Valid. Accur.": 0.8424479166666666, | |
| "Valid. F1": 0.5699088353775854, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 11, | |
| "Training Loss": 0.00352727330576289, | |
| "Valid. Loss": 0.01571466206068123, | |
| "Valid. Accur.": 0.8408203125, | |
| "Valid. F1": 0.5366113891895141, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 12, | |
| "Training Loss": 0.0031216584013952315, | |
| "Valid. Loss": 0.01712345147939535, | |
| "Valid. Accur.": 0.828125, | |
| "Valid. F1": 0.5791690340909091, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 13, | |
| "Training Loss": 0.003172193082598754, | |
| "Valid. Loss": 0.015857117668805366, | |
| "Valid. Accur.": 0.8486328125, | |
| "Valid. F1": 0.5460679338023089, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 14, | |
| "Training Loss": 0.0024101354446402906, | |
| "Valid. Loss": 0.017386321060009213, | |
| "Valid. Accur.": 0.8434244791666666, | |
| "Valid. F1": 0.5659733370410454, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 15, | |
| "Training Loss": 0.002304736281459314, | |
| "Valid. Loss": 0.017868922924636006, | |
| "Valid. Accur.": 0.8479817708333334, | |
| "Valid. F1": 0.5218515136483887, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 16, | |
| "Training Loss": 0.0029483406169082604, | |
| "Valid. Loss": 0.01761918078087319, | |
| "Valid. Accur.": 0.8349609375, | |
| "Valid. F1": 0.5613666300905881, | |
| "Training Time": "0:12:58", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 17, | |
| "Training Loss": 0.0018919374089031668, | |
| "Valid. Loss": 0.01801509423237974, | |
| "Valid. Accur.": 0.8486328125, | |
| "Valid. F1": 0.5105940230679815, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 18, | |
| "Training Loss": 0.0017801999278231118, | |
| "Valid. Loss": 0.018111792381100895, | |
| "Valid. Accur.": 0.8414713541666666, | |
| "Valid. F1": 0.5655969291125542, | |
| "Training Time": "0:12:59", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 19, | |
| "Training Loss": 0.0017734476259398631, | |
| "Valid. Loss": 0.018498783069725192, | |
| "Valid. Accur.": 0.8470052083333334, | |
| "Valid. F1": 0.5621907191959276, | |
| "Training Time": "0:13:01", | |
| "Validation Time": "0:00:47" | |
| }, | |
| { | |
| "epoch": 20, | |
| "Training Loss": 0.0019717437586274753, | |
| "Valid. Loss": 0.019114532384515527, | |
| "Valid. Accur.": 0.8515625, | |
| "Valid. F1": 0.5637210272366523, | |
| "Training Time": "0:12:58", | |
| "Validation Time": "0:00:47" | |
| } | |
| ] |