mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-03 17:20:45 +02:00
352 lines
No EOL
6.6 KiB
JSON
352 lines
No EOL
6.6 KiB
JSON
[
|
|
{
|
|
"epoch": 0,
|
|
"train_loss": 2.0509473487849124,
|
|
"train_acc": 22.71,
|
|
"test_loss": 1.9824258451220356,
|
|
"test_acc": 22.38
|
|
},
|
|
{
|
|
"epoch": 1,
|
|
"train_loss": 1.8657686679869356,
|
|
"train_acc": 29.848,
|
|
"test_loss": 1.8304127726373793,
|
|
"test_acc": 29.21
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 1.810206524856255,
|
|
"train_acc": 32.546,
|
|
"test_loss": 1.7790921745421011,
|
|
"test_acc": 33.42
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 1.743947001674291,
|
|
"train_acc": 35.52,
|
|
"test_loss": 1.7072868980938876,
|
|
"test_acc": 36.52
|
|
},
|
|
{
|
|
"epoch": 4,
|
|
"train_loss": 1.6875119026359695,
|
|
"train_acc": 37.944,
|
|
"test_loss": 1.7026170296005056,
|
|
"test_acc": 37.44
|
|
},
|
|
{
|
|
"epoch": 5,
|
|
"train_loss": 1.6525937706003409,
|
|
"train_acc": 39.644,
|
|
"test_loss": 1.8632346738742878,
|
|
"test_acc": 32.36
|
|
},
|
|
{
|
|
"epoch": 6,
|
|
"train_loss": 1.609043152435966,
|
|
"train_acc": 41.056,
|
|
"test_loss": 1.7803373925293549,
|
|
"test_acc": 35.22
|
|
},
|
|
{
|
|
"epoch": 7,
|
|
"train_loss": 1.577975304535283,
|
|
"train_acc": 42.534,
|
|
"test_loss": 1.6734562297410602,
|
|
"test_acc": 35.25
|
|
},
|
|
{
|
|
"epoch": 8,
|
|
"train_loss": 1.5406231279568294,
|
|
"train_acc": 44.178,
|
|
"test_loss": 1.6745727816714515,
|
|
"test_acc": 40.09
|
|
},
|
|
{
|
|
"epoch": 9,
|
|
"train_loss": 1.5423286488598875,
|
|
"train_acc": 43.978,
|
|
"test_loss": 1.7253880923307394,
|
|
"test_acc": 36.07
|
|
},
|
|
{
|
|
"epoch": 10,
|
|
"train_loss": 1.4974446266203585,
|
|
"train_acc": 45.792,
|
|
"test_loss": 1.75506052638911,
|
|
"test_acc": 33.74
|
|
},
|
|
{
|
|
"epoch": 11,
|
|
"train_loss": 1.4957742941044176,
|
|
"train_acc": 46.032,
|
|
"test_loss": 1.798380586165416,
|
|
"test_acc": 33.35
|
|
},
|
|
{
|
|
"epoch": 12,
|
|
"train_loss": 1.4620000776427482,
|
|
"train_acc": 47.212,
|
|
"test_loss": 1.7001921617532079,
|
|
"test_acc": 36.77
|
|
},
|
|
{
|
|
"epoch": 13,
|
|
"train_loss": 1.4396895920224202,
|
|
"train_acc": 47.902,
|
|
"test_loss": 1.67706103264531,
|
|
"test_acc": 36.09
|
|
},
|
|
{
|
|
"epoch": 14,
|
|
"train_loss": 1.4181764348388632,
|
|
"train_acc": 48.94,
|
|
"test_loss": 1.6229207560985903,
|
|
"test_acc": 38.35
|
|
},
|
|
{
|
|
"epoch": 15,
|
|
"train_loss": 1.4001772763479092,
|
|
"train_acc": 49.182,
|
|
"test_loss": 1.6556354655495173,
|
|
"test_acc": 37.71
|
|
},
|
|
{
|
|
"epoch": 16,
|
|
"train_loss": 1.3917506356983234,
|
|
"train_acc": 49.836,
|
|
"test_loss": 1.6698398348651355,
|
|
"test_acc": 37.45
|
|
},
|
|
{
|
|
"epoch": 17,
|
|
"train_loss": 1.3745473675105884,
|
|
"train_acc": 50.634,
|
|
"test_loss": 1.661085844039917,
|
|
"test_acc": 38.44
|
|
},
|
|
{
|
|
"epoch": 18,
|
|
"train_loss": 1.3687992196558687,
|
|
"train_acc": 50.736,
|
|
"test_loss": 1.4980551276025893,
|
|
"test_acc": 46.18
|
|
},
|
|
{
|
|
"epoch": 19,
|
|
"train_loss": 1.323620043294814,
|
|
"train_acc": 52.48,
|
|
"test_loss": 1.662627096417584,
|
|
"test_acc": 38.25
|
|
},
|
|
{
|
|
"epoch": 20,
|
|
"train_loss": 1.3172653129948375,
|
|
"train_acc": 52.626,
|
|
"test_loss": 1.5755350408674795,
|
|
"test_acc": 41.7
|
|
},
|
|
{
|
|
"epoch": 21,
|
|
"train_loss": 1.3157931714106703,
|
|
"train_acc": 52.642,
|
|
"test_loss": 1.7317563732968102,
|
|
"test_acc": 36.58
|
|
},
|
|
{
|
|
"epoch": 22,
|
|
"train_loss": 1.3015484581213168,
|
|
"train_acc": 53.296,
|
|
"test_loss": 1.6520379932620857,
|
|
"test_acc": 38.15
|
|
},
|
|
{
|
|
"epoch": 23,
|
|
"train_loss": 1.2804888811562678,
|
|
"train_acc": 53.984,
|
|
"test_loss": 1.6482305330566214,
|
|
"test_acc": 39.45
|
|
},
|
|
{
|
|
"epoch": 24,
|
|
"train_loss": 1.2540468669608427,
|
|
"train_acc": 54.766,
|
|
"test_loss": 1.7814004904107203,
|
|
"test_acc": 35.81
|
|
},
|
|
{
|
|
"epoch": 25,
|
|
"train_loss": 1.2442080837381466,
|
|
"train_acc": 55.516,
|
|
"test_loss": 1.5549854507929162,
|
|
"test_acc": 42.16
|
|
},
|
|
{
|
|
"epoch": 26,
|
|
"train_loss": 1.2300623002869393,
|
|
"train_acc": 55.716,
|
|
"test_loss": 1.5650473184223417,
|
|
"test_acc": 43.18
|
|
},
|
|
{
|
|
"epoch": 27,
|
|
"train_loss": 1.2308230203435855,
|
|
"train_acc": 55.932,
|
|
"test_loss": 1.5307992319517498,
|
|
"test_acc": 44.06
|
|
},
|
|
{
|
|
"epoch": 28,
|
|
"train_loss": 1.1968407179693432,
|
|
"train_acc": 57.244,
|
|
"test_loss": 1.574624746660643,
|
|
"test_acc": 43.74
|
|
},
|
|
{
|
|
"epoch": 29,
|
|
"train_loss": 1.176840970278396,
|
|
"train_acc": 57.934,
|
|
"test_loss": 1.59827803358247,
|
|
"test_acc": 41.73
|
|
},
|
|
{
|
|
"epoch": 30,
|
|
"train_loss": 1.1863185365486633,
|
|
"train_acc": 57.6,
|
|
"test_loss": 1.6058472259135186,
|
|
"test_acc": 42.07
|
|
},
|
|
{
|
|
"epoch": 31,
|
|
"train_loss": 1.1719771745564687,
|
|
"train_acc": 58.03,
|
|
"test_loss": 1.650597259968142,
|
|
"test_acc": 40.37
|
|
},
|
|
{
|
|
"epoch": 32,
|
|
"train_loss": 1.1402704813291349,
|
|
"train_acc": 59.236,
|
|
"test_loss": 1.56320942051803,
|
|
"test_acc": 42.8
|
|
},
|
|
{
|
|
"epoch": 33,
|
|
"train_loss": 1.1422616603124478,
|
|
"train_acc": 58.996,
|
|
"test_loss": 1.5432981886441195,
|
|
"test_acc": 44.99
|
|
},
|
|
{
|
|
"epoch": 34,
|
|
"train_loss": 1.1426984384236738,
|
|
"train_acc": 59.116,
|
|
"test_loss": 1.7806090373027175,
|
|
"test_acc": 38.15
|
|
},
|
|
{
|
|
"epoch": 35,
|
|
"train_loss": 1.1298197916401622,
|
|
"train_acc": 59.828,
|
|
"test_loss": 1.6425547192368326,
|
|
"test_acc": 40.8
|
|
},
|
|
{
|
|
"epoch": 36,
|
|
"train_loss": 1.105237578339589,
|
|
"train_acc": 60.636,
|
|
"test_loss": 1.5136566644982448,
|
|
"test_acc": 46.4
|
|
},
|
|
{
|
|
"epoch": 37,
|
|
"train_loss": 1.08529619868759,
|
|
"train_acc": 61.37,
|
|
"test_loss": 1.652911287319811,
|
|
"test_acc": 40.98
|
|
},
|
|
{
|
|
"epoch": 38,
|
|
"train_loss": 1.0918224269471815,
|
|
"train_acc": 61.086,
|
|
"test_loss": 1.4687644152701655,
|
|
"test_acc": 47.46
|
|
},
|
|
{
|
|
"epoch": 39,
|
|
"train_loss": 1.0755852797757024,
|
|
"train_acc": 61.614,
|
|
"test_loss": 1.5171631695349006,
|
|
"test_acc": 45.37
|
|
},
|
|
{
|
|
"epoch": 40,
|
|
"train_loss": 1.0930862803288433,
|
|
"train_acc": 60.886,
|
|
"test_loss": 1.6328425015075296,
|
|
"test_acc": 41.76
|
|
},
|
|
{
|
|
"epoch": 41,
|
|
"train_loss": 1.0738438018752485,
|
|
"train_acc": 61.916,
|
|
"test_loss": 1.5631570921668523,
|
|
"test_acc": 43.12
|
|
},
|
|
{
|
|
"epoch": 42,
|
|
"train_loss": 1.0495554571566375,
|
|
"train_acc": 62.538,
|
|
"test_loss": 1.6528329547447493,
|
|
"test_acc": 41.53
|
|
},
|
|
{
|
|
"epoch": 43,
|
|
"train_loss": 1.0589960834864156,
|
|
"train_acc": 62.498,
|
|
"test_loss": 1.6007395001906384,
|
|
"test_acc": 42.75
|
|
},
|
|
{
|
|
"epoch": 44,
|
|
"train_loss": 1.0511865856702372,
|
|
"train_acc": 62.742,
|
|
"test_loss": 1.5773571186427828,
|
|
"test_acc": 43.06
|
|
},
|
|
{
|
|
"epoch": 45,
|
|
"train_loss": 1.0481542701001667,
|
|
"train_acc": 62.602,
|
|
"test_loss": 1.606713485114182,
|
|
"test_acc": 42.83
|
|
},
|
|
{
|
|
"epoch": 46,
|
|
"train_loss": 1.0327663458216831,
|
|
"train_acc": 63.298,
|
|
"test_loss": 1.6190234060528912,
|
|
"test_acc": 43.63
|
|
},
|
|
{
|
|
"epoch": 47,
|
|
"train_loss": 1.0294157641623027,
|
|
"train_acc": 63.282,
|
|
"test_loss": 1.6464469794985614,
|
|
"test_acc": 42.87
|
|
},
|
|
{
|
|
"epoch": 48,
|
|
"train_loss": 1.0280230467581688,
|
|
"train_acc": 63.566,
|
|
"test_loss": 1.6107601515854462,
|
|
"test_acc": 43.75
|
|
},
|
|
{
|
|
"epoch": 49,
|
|
"train_loss": 1.0434085394415404,
|
|
"train_acc": 62.88,
|
|
"test_loss": 1.6087825026693223,
|
|
"test_acc": 43.78
|
|
}
|
|
] |