2025-06-25 07:07:08 +00:00
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,epoch,train_acc,valid_acc,train_loss,valid_loss
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0,1,0.391375,0.5882056451612904,1.7793689422607422,1.3356874796652025
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1,2,0.617125,0.6365927419354839,1.059556163787842,0.9690603344671188
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2,3,0.663125,0.6577620967741935,0.9102170023918151,0.9078671547674364
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3,4,0.69,0.6819556451612904,0.8537670917510987,0.8649420180628377
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4,5,0.71125,0.7056451612903226,0.8021836678981781,0.8317571128568342
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5,6,0.719375,0.6844758064516129,0.7773117737770081,0.8293971457789021
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6,7,0.733,0.7247983870967742,0.7432277894020081,0.7570091389840649
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7,8,0.727125,0.7051411290322581,0.7392586808204651,0.7708722833664187
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8,9,0.740375,0.7091733870967742,0.716008551120758,0.7547545788749572
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9,10,0.74775,0.7091733870967742,0.6988923935890198,0.7634256799374858
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10,11,0.75025,0.7328629032258065,0.6836859595775604,0.7220065324537216
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11,12,0.75525,0.7313508064516129,0.6790840411186219,0.7320531125991575
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12,13,0.755875,0.734375,0.6686462206840516,0.7067360877990723
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13,14,0.755875,0.7338709677419355,0.659578008890152,0.6924379564100697
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14,15,0.758625,0.7217741935483871,0.6591809678077698,0.7092515037905786
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15,16,0.770125,0.7474798387096774,0.6366513178348542,0.6689942498360911
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16,17,0.76975,0.75,0.64143789935112,0.6781372427940369
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17,18,0.766625,0.7469758064516129,0.6327295961380005,0.6749444469328849
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18,19,0.772125,0.7298387096774194,0.6213552060127259,0.6950428524324971
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19,20,0.771625,0.7560483870967742,0.619529750585556,0.6620656597998834
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20,21,0.77425,0.7459677419354839,0.6170263500213623,0.6944894117693747
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21,22,0.77375,0.7379032258064516,0.610548350572586,0.698592597438443
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22,23,0.774125,0.7494959677419355,0.6073116481304168,0.6649176555295144
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23,24,0.78,0.75,0.601892656326294,0.6502023070089279
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24,25,0.777875,0.7671370967741935,0.5965238115787506,0.6416350141648324
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25,26,0.7875,0.751008064516129,0.584319313287735,0.6557927843063108
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26,27,0.784625,0.7651209677419355,0.5858220131397247,0.6265111680953733
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27,28,0.77975,0.7610887096774194,0.5928270950317382,0.6353864400617538
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28,29,0.780625,0.7520161290322581,0.5824392430782318,0.6569667564284417
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29,30,0.78475,0.7686491935483871,0.5810435285568237,0.6306867743692091
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30,31,0.789,0.7706653225806451,0.5672282783985138,0.6261125274242894
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31,32,0.78525,0.7560483870967742,0.5757509377002716,0.6505500414679127
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32,33,0.792,0.7681451612903226,0.5613697295188904,0.629849144527989
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33,34,0.793875,0.7620967741935484,0.5625830183029175,0.6189906856706066
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34,35,0.791875,0.7681451612903226,0.5602230775356293,0.6212261732547514
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35,36,0.794625,0.7615927419354839,0.5545250961780548,0.619811047469416
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36,37,0.794625,0.7701612903225806,0.5573954427242279,0.6205428954093687
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37,38,0.79425,0.764616935483871,0.5514744529724122,0.628905875067557
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38,39,0.792375,0.7842741935483871,0.5618353080749512,0.5954909113145643
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39,40,0.796375,0.7711693548387096,0.5491654114723206,0.6137347759739045
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40,41,0.799,0.7641129032258065,0.5372960684299469,0.6470560056547965
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41,42,0.800375,0.7671370967741935,0.5395989503860473,0.6211921880322118
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42,43,0.806,0.7671370967741935,0.5370515692234039,0.6075864828401997
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43,44,0.801875,0.7605846774193549,0.5388010408878326,0.5891174308715328
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44,45,0.800875,0.766633064516129,0.539761929512024,0.610026998865989
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45,46,0.802375,0.780241935483871,0.5270701496601105,0.6000283591208919
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46,47,0.799875,0.7772177419354839,0.5320828959941865,0.5864833074231302
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47,48,0.807,0.7837701612903226,0.5309389193058014,0.5761975809451072
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