phase3_plots/vit_small_patch16_224/summary.json

{
  "phase": "phase3",
  "arch": "vit_small_patch16_224",
  "n_cls": 2,
  "val_acc": 99.6685449121644,
  "val_f1": 0.9966855292601248,
  "test_acc": 99.6685449121644,
  "test_prec": 99.66930446759204,
  "test_rec": 99.6685449121644,
  "test_f1": 99.66853026632198,
  "n_samples": 3017,
  "per_class": {
    "precision": [
      0.998641304347826,
      0.9948220064724919
    ],
    "recall": [
      0.9945872801082544,
      0.9987004548408057
    ],
    "f1": [
      0.9966101694915255,
      0.996757457846952
    ]
  },
  "history": {
    "train_loss": [
      0.009144976320222667,
      0.002239878238270247,
      0.001780744232766403,
      0.0014160952444727086,
      0.0009706751143700588,
      0.0006964445732923167,
      0.0005758796071608946,
      0.00046057216444705425,
      0.0005155973887392851,
      0.00030830908351735226,
      0.00020543020222521074,
      0.00030831176308655333
    ],
    "val_loss": [
      0.0035574680936970695,
      0.0027800567953158656,
      0.00223269257870437,
      0.002427595804445754,
      0.001358823963828517,
      0.0020657930114758127,
      0.0006950094872400477,
      0.0011109619442856461,
      0.0008141358896628966,
      0.0006434073229801713,
      0.0006716489896497278,
      0.0009070781772973577
    ],
    "train_acc": [
      94.70870970415181,
      98.87295931051628,
      99.17543714262037,
      99.3121736968592,
      99.55664208171045,
      99.63536918869644,
      99.71823982762908,
      99.77210574293528,
      99.74724455125549,
      99.86326344576116,
      99.89641170133422,
      99.8549763818679
    ],
    "val_acc": [
      98.17699701690421,
      98.54159761352336,
      98.87305270135897,
      98.60788863109049,
      99.20450778919457,
      98.93934371892608,
      99.6685449121644,
      99.40338084189592,
      99.5028173682466,
      99.63539940338084,
      99.56910838581372,
      99.46967185946305
    ]
  }
}