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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0,1,0.561125,0.6476814516129032,1.271985122203827,0.9911825291572078
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1,2,0.676375,0.6668346774193549,0.9134431419372558,0.8937955517922679
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2,3,0.699125,0.6824596774193549,0.8243759956359863,0.8520721235582905
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3,4,0.716625,0.6995967741935484,0.7818560593128204,0.8005917687569896
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4,5,0.725125,0.7101814516129032,0.745261854171753,0.8037946531849522
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5,6,0.733375,0.7061491935483871,0.7344184167385102,0.7732808570707997
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6,7,0.737875,0.7253024193548387,0.7150477197170257,0.74149090051651
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7,8,0.74325,0.7253024193548387,0.7022454526424408,0.7516527022084882
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8,9,0.742625,0.7298387096774194,0.7041031284332275,0.7247120468847214
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9,10,0.747875,0.7116935483870968,0.6772661633491516,0.7338270487323884
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10,11,0.757875,0.7212701612903226,0.6562292041778565,0.7387931039256435
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11,12,0.761625,0.7328629032258065,0.6542983632087708,0.725050816612859
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12,13,0.75925,0.7318548387096774,0.6493379819393158,0.7001086867624714
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13,14,0.767375,0.7379032258064516,0.6460576868057251,0.6988139988914612
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14,15,0.765875,0.7288306451612904,0.6339491362571716,0.7128441218406923
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15,16,0.763125,0.7368951612903226,0.6262373595237732,0.714297366719092
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16,17,0.76925,0.7227822580645161,0.6279029569625855,0.7181522269402781
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17,18,0.77025,0.7449596774193549,0.6159816448688507,0.6757595616002237
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18,19,0.7745,0.7283266129032258,0.6136245548725128,0.6998546681096477
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19,20,0.775375,0.7469758064516129,0.6000997524261474,0.6749713065162781
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20,21,0.7805,0.748991935483871,0.5928600332736969,0.6656959902855658
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21,22,0.77525,0.7444556451612904,0.599046837568283,0.6857193170055267
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22,23,0.785,0.7384072580645161,0.5875316572189331,0.6785462142959717
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23,24,0.778375,0.765625,0.588378502368927,0.627939272311426
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24,25,0.78575,0.7459677419354839,0.5700427904129028,0.6502643679418871
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25,26,0.7805,0.75,0.5785817315578461,0.6712307555060233
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26,27,0.78675,0.7474798387096774,0.5676946561336518,0.6555941143343526
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27,28,0.787875,0.7505040322580645,0.575938116312027,0.6507430134281036
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28,29,0.789,0.7605846774193549,0.5655779435634612,0.6520830373610219
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29,30,0.790625,0.7434475806451613,0.5578647639751434,0.6789213486256138
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30,31,0.787375,0.7565524193548387,0.5687701859474182,0.649224087115257
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31,32,0.79575,0.7560483870967742,0.5432633152008056,0.6388471222692921
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32,33,0.7895,0.7595766129032258,0.5557173223495483,0.6391933618053314
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