checkpoints/training_metrics.json

{
  "neural_router": {
    "train_loss": [
      1.0922,
      0.2192,
      0.1393,
      0.1132,
      0.0939,
      0.0795,
      0.0696,
      0.0606,
      0.0529,
      0.0462,
      0.039,
      0.0342,
      0.0282,
      0.0244,
      0.0205,
      0.0176,
      0.0155,
      0.0136,
      0.0121,
      0.011,
      0.0103,
      0.0095,
      0.009,
      0.0086,
      0.0083,
      0.008,
      0.0079,
      0.0077,
      0.0076,
      0.0076
    ],
    "train_acc": [
      0.7601,
      0.9435,
      0.9576,
      0.9637,
      0.9727,
      0.9784,
      0.9805,
      0.9836,
      0.9866,
      0.9872,
      0.992,
      0.9924,
      0.9958,
      0.9975,
      0.9985,
      0.9987,
      0.9996,
      0.9996,
      0.9996,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0
    ],
    "val_loss": [
      0.3292,
      0.1662,
      0.162,
      0.1654,
      0.1727,
      0.1877,
      0.194,
      0.1953,
      0.203,
      0.2305,
      0.2257,
      0.236,
      0.2473,
      0.2507,
      0.2601,
      0.2621,
      0.2651,
      0.2715,
      0.2743,
      0.2786,
      0.278,
      0.2824,
      0.2828,
      0.2826,
      0.2842,
      0.2851,
      0.2858,
      0.2859,
      0.2861,
      0.2862
    ],
    "val_acc": [
      0.944,
      0.9548,
      0.9488,
      0.9476,
      0.9464,
      0.9417,
      0.9429,
      0.9476,
      0.9405,
      0.9393,
      0.9417,
      0.9405,
      0.9333,
      0.9417,
      0.9369,
      0.9393,
      0.9381,
      0.9381,
      0.9393,
      0.9381,
      0.9393,
      0.9381,
      0.9393,
      0.9393,
      0.9381,
      0.9393,
      0.9393,
      0.9393,
      0.9393,
      0.9393
    ]
  },
  "subtask_classifier": {
    "train_loss": [
      1.0938,
      0.213,
      0.0447,
      0.0207,
      0.0124,
      0.0084,
      0.0061,
      0.0047,
      0.0038,
      0.0031,
      0.0027,
      0.0023,
      0.002,
      0.0018,
      0.0016,
      0.0015,
      0.0014,
      0.0013,
      0.0012,
      0.0011,
      0.0011,
      0.0011,
      0.001,
      0.001,
      0.001,
      0.001,
      0.001,
      0.0009,
      0.0009,
      0.0009
    ],
    "train_acc": [
      0.795,
      0.9962,
      0.9997,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0
    ],
    "val_loss": [
      0.4999,
      0.0774,
      0.0359,
      0.0241,
      0.0189,
      0.016,
      0.0143,
      0.013,
      0.0123,
      0.0116,
      0.0112,
      0.0108,
      0.0106,
      0.0104,
      0.0102,
      0.0101,
      0.0099,
      0.0098,
      0.0097,
      0.0096,
      0.0096,
      0.0095,
      0.0095,
      0.0095,
      0.0094,
      0.0094,
      0.0094,
      0.0094,
      0.0094,
      0.0094
    ],
    "val_acc": [
      0.9933,
      0.9983,
      0.9983,
      0.9967,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983,
      0.9983
    ]
  }
}