[
 {
  "epoch": 0,
  "train_loss": 1.9703105099670721,
  "train_acc": 25.68,
  "test_loss": 1.8806578147260449,
  "test_acc": 28.52
 },
 {
  "epoch": 1,
  "train_loss": 1.7511261299138179,
  "train_acc": 34.522,
  "test_loss": 1.8389685863181005,
  "test_acc": 31.14
 },
 {
  "epoch": 2,
  "train_loss": 1.6417777678545784,
  "train_acc": 39.356,
  "test_loss": 1.8373550267159184,
  "test_acc": 32.18
 },
 {
  "epoch": 3,
  "train_loss": 1.5737413009414283,
  "train_acc": 42.252,
  "test_loss": 1.8934908365901513,
  "test_acc": 30.7
 },
 {
  "epoch": 4,
  "train_loss": 1.498565556143251,
  "train_acc": 45.182,
  "test_loss": 1.618249912805195,
  "test_acc": 39.43
 },
 {
  "epoch": 5,
  "train_loss": 1.452669640331317,
  "train_acc": 47.172,
  "test_loss": 1.8015425265589846,
  "test_acc": 33.95
 },
 {
  "epoch": 6,
  "train_loss": 1.3965135696903823,
  "train_acc": 49.422,
  "test_loss": 1.9289377112931843,
  "test_acc": 28.03
 },
 {
  "epoch": 7,
  "train_loss": 1.376129460151848,
  "train_acc": 50.222,
  "test_loss": 1.8454639911651611,
  "test_acc": 36.53
 },
 {
  "epoch": 8,
  "train_loss": 1.3295109130232536,
  "train_acc": 52.124,
  "test_loss": 1.7196438946301424,
  "test_acc": 34.91
 },
 {
  "epoch": 9,
  "train_loss": 1.3012186301028943,
  "train_acc": 53.432,
  "test_loss": 1.887321958058997,
  "test_acc": 31.34
 },
 {
  "epoch": 10,
  "train_loss": 1.2609701716076687,
  "train_acc": 54.93,
  "test_loss": 1.7222980291028567,
  "test_acc": 35.39
 },
 {
  "epoch": 11,
  "train_loss": 1.2401467548002063,
  "train_acc": 55.744,
  "test_loss": 1.5582760421535637,
  "test_acc": 42.2
 },
 {
  "epoch": 12,
  "train_loss": 1.2050789218119649,
  "train_acc": 56.948,
  "test_loss": 1.6622838808011404,
  "test_acc": 38.35
 },
 {
  "epoch": 13,
  "train_loss": 1.1987547603104731,
  "train_acc": 57.288,
  "test_loss": 1.75368675551837,
  "test_acc": 35.46
 },
 {
  "epoch": 14,
  "train_loss": 1.1672536175879067,
  "train_acc": 58.194,
  "test_loss": 1.764772632454015,
  "test_acc": 35.6
 },
 {
  "epoch": 15,
  "train_loss": 1.1526245799515864,
  "train_acc": 58.734,
  "test_loss": 1.6785091720049894,
  "test_acc": 41.05
 },
 {
  "epoch": 16,
  "train_loss": 1.1422670831155899,
  "train_acc": 59.374,
  "test_loss": 1.72920643076112,
  "test_acc": 39.72
 },
 {
  "epoch": 17,
  "train_loss": 1.1196534220519883,
  "train_acc": 60.108,
  "test_loss": 1.7215766318236725,
  "test_acc": 37.72
 },
 {
  "epoch": 18,
  "train_loss": 1.103950385547355,
  "train_acc": 60.638,
  "test_loss": 1.7195717081238953,
  "test_acc": 38.58
 },
 {
  "epoch": 19,
  "train_loss": 1.0997248755391602,
  "train_acc": 60.736,
  "test_loss": 1.65992989268484,
  "test_acc": 39.7
 },
 {
  "epoch": 20,
  "train_loss": 1.0863705280491762,
  "train_acc": 61.294,
  "test_loss": 1.7497359484056882,
  "test_acc": 36.65
 },
 {
  "epoch": 21,
  "train_loss": 1.0664906334084319,
  "train_acc": 61.866,
  "test_loss": 1.6525795927530602,
  "test_acc": 38.76
 },
 {
  "epoch": 22,
  "train_loss": 1.0410620155541792,
  "train_acc": 63.198,
  "test_loss": 1.7431772479528114,
  "test_acc": 36.28
 },
 {
  "epoch": 23,
  "train_loss": 1.0288493819248952,
  "train_acc": 63.314,
  "test_loss": 1.6866057749035992,
  "test_acc": 37.15
 },
 {
  "epoch": 24,
  "train_loss": 1.0162093683581828,
  "train_acc": 64.082,
  "test_loss": 1.7269157337237009,
  "test_acc": 37.8
 },
 {
  "epoch": 25,
  "train_loss": 0.9988107818471806,
  "train_acc": 64.54,
  "test_loss": 1.8653369372404074,
  "test_acc": 38.35
 },
 {
  "epoch": 26,
  "train_loss": 0.987242479915814,
  "train_acc": 65.124,
  "test_loss": 1.642334698121759,
  "test_acc": 41.52
 },
 {
  "epoch": 27,
  "train_loss": 0.9728303365695202,
  "train_acc": 65.544,
  "test_loss": 1.5533477309383923,
  "test_acc": 43.23
 },
 {
  "epoch": 28,
  "train_loss": 0.9430762604069527,
  "train_acc": 66.578,
  "test_loss": 1.7243608704096154,
  "test_acc": 40.45
 },
 {
  "epoch": 29,
  "train_loss": 0.9230894418933507,
  "train_acc": 67.336,
  "test_loss": 1.6878470755830597,
  "test_acc": 38.67
 },
 {
  "epoch": 30,
  "train_loss": 0.9321389730324221,
  "train_acc": 67.134,
  "test_loss": 1.709058200256734,
  "test_acc": 38.56
 },
 {
  "epoch": 31,
  "train_loss": 0.9070228109579257,
  "train_acc": 68.088,
  "test_loss": 1.7173831553398808,
  "test_acc": 41.06
 },
 {
  "epoch": 32,
  "train_loss": 0.8962097585658588,
  "train_acc": 68.464,
  "test_loss": 1.564121646217153,
  "test_acc": 42.69
 },
 {
  "epoch": 33,
  "train_loss": 0.8888758428566291,
  "train_acc": 68.554,
  "test_loss": 1.6939041644712038,
  "test_acc": 40.51
 },
 {
  "epoch": 34,
  "train_loss": 0.8728253437430048,
  "train_acc": 69.38,
  "test_loss": 1.75023843819582,
  "test_acc": 39.49
 },
 {
  "epoch": 35,
  "train_loss": 0.8600763744100586,
  "train_acc": 69.712,
  "test_loss": 1.6781272933452944,
  "test_acc": 42.13
 },
 {
  "epoch": 36,
  "train_loss": 0.8502178176894517,
  "train_acc": 70.042,
  "test_loss": 1.5069180138503449,
  "test_acc": 46.14
 },
 {
  "epoch": 37,
  "train_loss": 0.8386120692543362,
  "train_acc": 70.448,
  "test_loss": 1.6700123623956609,
  "test_acc": 41.95
 },
 {
  "epoch": 38,
  "train_loss": 0.8282872287513655,
  "train_acc": 70.95,
  "test_loss": 1.6613272654859326,
  "test_acc": 42.77
 },
 {
  "epoch": 39,
  "train_loss": 0.8217506808088259,
  "train_acc": 71.294,
  "test_loss": 1.5464165059826043,
  "test_acc": 45.63
 },
 {
  "epoch": 40,
  "train_loss": 0.8080789680828524,
  "train_acc": 71.326,
  "test_loss": 1.6687592494336865,
  "test_acc": 42.99
 },
 {
  "epoch": 41,
  "train_loss": 0.8009030844854272,
  "train_acc": 71.888,
  "test_loss": 1.6072651887241798,
  "test_acc": 43.42
 },
 {
  "epoch": 42,
  "train_loss": 0.7942409223455298,
  "train_acc": 71.98,
  "test_loss": 1.5792309875729718,
  "test_acc": 45.2
 },
 {
  "epoch": 43,
  "train_loss": 0.7906681854096825,
  "train_acc": 72.11,
  "test_loss": 1.6654386686373361,
  "test_acc": 43.24
 },
 {
  "epoch": 44,
  "train_loss": 0.777736737600068,
  "train_acc": 72.792,
  "test_loss": 1.5574811983712111,
  "test_acc": 45.74
 },
 {
  "epoch": 45,
  "train_loss": 0.7774533849695454,
  "train_acc": 72.502,
  "test_loss": 1.6445074368126784,
  "test_acc": 44.22
 },
 {
  "epoch": 46,
  "train_loss": 0.7680869399739043,
  "train_acc": 73.064,
  "test_loss": 1.6150683496571794,
  "test_acc": 44.52
 },
 {
  "epoch": 47,
  "train_loss": 0.7755638611743517,
  "train_acc": 72.446,
  "test_loss": 1.5724425572383254,
  "test_acc": 45.21
 },
 {
  "epoch": 48,
  "train_loss": 0.7600039585167185,
  "train_acc": 73.364,
  "test_loss": 1.5916390539724616,
  "test_acc": 44.91
 },
 {
  "epoch": 49,
  "train_loss": 0.7544606292186795,
  "train_acc": 73.438,
  "test_loss": 1.5927461144290394,
  "test_acc": 44.78
 }
]