phase3_plots/swin_base_patch4_window7_224/summary.json

{
  "phase": "phase3",
  "arch": "swin_base_patch4_window7_224",
  "n_cls": 2,
  "val_acc": 99.96685449121644,
  "val_f1": 0.9996685470249848,
  "test_acc": 99.86741796486575,
  "test_prec": 99.86741796486575,
  "test_rec": 99.86741796486575,
  "test_f1": 99.86741796486575,
  "n_samples": 3017,
  "per_class": {
    "precision": [
      0.998641304347826,
      0.998705501618123
    ],
    "recall": [
      0.998641304347826,
      0.998705501618123
    ],
    "f1": [
      0.998641304347826,
      0.998705501618123
    ]
  },
  "history": {
    "train_loss": [
      0.006607807108308636,
      0.0014711876859832634,
      0.0011496702098923494,
      0.0008730872249201955,
      0.0006192876285508664,
      0.0005062304120804967,
      0.00042315754947368353,
      0.0003237175518961163,
      0.0003225527440636087,
      0.0002003776806829316,
      0.00018056993557411536,
      0.00014925081317402217,
      0.000133910102232204,
      9.59153430320707e-05,
      8.364799121396794e-05
    ],
    "val_loss": [
      0.0027262127424124475,
      0.0014024221759579981,
      0.000806334023447235,
      0.0008173859783646304,
      0.00031992974591202295,
      0.0013858078383617457,
      0.002237506847135556,
      0.00014163738389580714,
      0.0002527379537502722,
      8.471469678663585e-05,
      0.0006140896658719623,
      0.00011640579416045553,
      0.00011818686867443056,
      7.832157028135938e-05,
      0.00018733705230850614
    ],
    "train_acc": [
      96.2666777160852,
      99.39918786773846,
      99.54835501781719,
      99.6146515289633,
      99.76796221098864,
      99.78039280682854,
      99.81768459434822,
      99.88398110549433,
      99.8674069777078,
      99.921272893014,
      99.94199055274716,
      99.95027761664042,
      99.95442114858706,
      99.97099527637359,
      99.98342587221347
    ],
    "val_acc": [
      98.54159761352336,
      99.3370898243288,
      99.56910838581372,
      99.56910838581372,
      99.8342724560822,
      99.23765329797813,
      98.93934371892608,
      99.93370898243288,
      99.8342724560822,
      99.96685449121644,
      99.6685449121644,
      99.86741796486577,
      99.90056347364931,
      99.96685449121644,
      99.90056347364931
    ]
  }
}