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": 2.0727224096922616,
|
|
"train_acc": 22.374,
|
|
"test_loss": 1.963190508794181,
|
|
"test_acc": 26.51
|
|
},
|
|
{
|
|
"epoch": 1,
|
|
"train_loss": 1.8840888744729865,
|
|
"train_acc": 29.83,
|
|
"test_loss": 1.8871760700322404,
|
|
"test_acc": 28.6
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 1.8031211704244394,
|
|
"train_acc": 33.336,
|
|
"test_loss": 1.8798808206485798,
|
|
"test_acc": 27.67
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 1.7248911601503183,
|
|
"train_acc": 36.424,
|
|
"test_loss": 1.7813638463804993,
|
|
"test_acc": 35.5
|
|
},
|
|
{
|
|
"epoch": 4,
|
|
"train_loss": 1.6614788685308393,
|
|
"train_acc": 39.012,
|
|
"test_loss": 1.7410511729083484,
|
|
"test_acc": 36.39
|
|
},
|
|
{
|
|
"epoch": 5,
|
|
"train_loss": 1.6329806814413241,
|
|
"train_acc": 40.454,
|
|
"test_loss": 1.7090707066692883,
|
|
"test_acc": 37.46
|
|
},
|
|
{
|
|
"epoch": 6,
|
|
"train_loss": 1.5896525184821595,
|
|
"train_acc": 41.964,
|
|
"test_loss": 1.7097193545933012,
|
|
"test_acc": 36.62
|
|
},
|
|
{
|
|
"epoch": 7,
|
|
"train_loss": 1.540475003554693,
|
|
"train_acc": 43.774,
|
|
"test_loss": 1.6548453810848767,
|
|
"test_acc": 37.64
|
|
},
|
|
{
|
|
"epoch": 8,
|
|
"train_loss": 1.5180653211710704,
|
|
"train_acc": 44.762,
|
|
"test_loss": 1.7057068725175495,
|
|
"test_acc": 36.1
|
|
},
|
|
{
|
|
"epoch": 9,
|
|
"train_loss": 1.4817715038728836,
|
|
"train_acc": 45.926,
|
|
"test_loss": 1.7368702224538297,
|
|
"test_acc": 34.71
|
|
},
|
|
{
|
|
"epoch": 10,
|
|
"train_loss": 1.4617663201163797,
|
|
"train_acc": 46.972,
|
|
"test_loss": 1.631918961488748,
|
|
"test_acc": 42.16
|
|
},
|
|
{
|
|
"epoch": 11,
|
|
"train_loss": 1.449645183885189,
|
|
"train_acc": 47.774,
|
|
"test_loss": 1.7485187385655656,
|
|
"test_acc": 34.59
|
|
},
|
|
{
|
|
"epoch": 12,
|
|
"train_loss": 1.438945252267296,
|
|
"train_acc": 47.968,
|
|
"test_loss": 1.6216919889932946,
|
|
"test_acc": 37.08
|
|
},
|
|
{
|
|
"epoch": 13,
|
|
"train_loss": 1.3980886277640263,
|
|
"train_acc": 49.53,
|
|
"test_loss": 1.591680944720401,
|
|
"test_acc": 43.62
|
|
},
|
|
{
|
|
"epoch": 14,
|
|
"train_loss": 1.3776579531257416,
|
|
"train_acc": 50.004,
|
|
"test_loss": 1.8218376138542272,
|
|
"test_acc": 34.42
|
|
},
|
|
{
|
|
"epoch": 15,
|
|
"train_loss": 1.3650608425555022,
|
|
"train_acc": 50.844,
|
|
"test_loss": 1.6407089565373674,
|
|
"test_acc": 40.25
|
|
},
|
|
{
|
|
"epoch": 16,
|
|
"train_loss": 1.3498383039403754,
|
|
"train_acc": 51.578,
|
|
"test_loss": 1.6606757354132737,
|
|
"test_acc": 37.86
|
|
},
|
|
{
|
|
"epoch": 17,
|
|
"train_loss": 1.3265014155136654,
|
|
"train_acc": 52.216,
|
|
"test_loss": 1.641877043096325,
|
|
"test_acc": 37.37
|
|
},
|
|
{
|
|
"epoch": 18,
|
|
"train_loss": 1.3189315433087556,
|
|
"train_acc": 52.566,
|
|
"test_loss": 1.662479406670679,
|
|
"test_acc": 37.9
|
|
},
|
|
{
|
|
"epoch": 19,
|
|
"train_loss": 1.3159908891638832,
|
|
"train_acc": 52.866,
|
|
"test_loss": 1.590447727637955,
|
|
"test_acc": 40.73
|
|
},
|
|
{
|
|
"epoch": 20,
|
|
"train_loss": 1.282778966000013,
|
|
"train_acc": 54.096,
|
|
"test_loss": 1.634905145138125,
|
|
"test_acc": 40.06
|
|
},
|
|
{
|
|
"epoch": 21,
|
|
"train_loss": 1.2777143075033222,
|
|
"train_acc": 54.184,
|
|
"test_loss": 1.584904700894899,
|
|
"test_acc": 40.35
|
|
},
|
|
{
|
|
"epoch": 22,
|
|
"train_loss": 1.2566176817545196,
|
|
"train_acc": 54.772,
|
|
"test_loss": 1.6935672986356518,
|
|
"test_acc": 37.04
|
|
},
|
|
{
|
|
"epoch": 23,
|
|
"train_loss": 1.242187007004038,
|
|
"train_acc": 55.444,
|
|
"test_loss": 1.6928105429758,
|
|
"test_acc": 37.39
|
|
},
|
|
{
|
|
"epoch": 24,
|
|
"train_loss": 1.2283503743998534,
|
|
"train_acc": 55.948,
|
|
"test_loss": 1.5980506411081628,
|
|
"test_acc": 40.39
|
|
},
|
|
{
|
|
"epoch": 25,
|
|
"train_loss": 1.2314675355811253,
|
|
"train_acc": 56.002,
|
|
"test_loss": 1.7095884582664393,
|
|
"test_acc": 38.17
|
|
},
|
|
{
|
|
"epoch": 26,
|
|
"train_loss": 1.2036158067491047,
|
|
"train_acc": 56.788,
|
|
"test_loss": 1.4977707470519632,
|
|
"test_acc": 44.42
|
|
},
|
|
{
|
|
"epoch": 27,
|
|
"train_loss": 1.1818537038305532,
|
|
"train_acc": 57.544,
|
|
"test_loss": 1.6821739567986018,
|
|
"test_acc": 38.5
|
|
},
|
|
{
|
|
"epoch": 28,
|
|
"train_loss": 1.162969437706501,
|
|
"train_acc": 58.388,
|
|
"test_loss": 1.650489321237878,
|
|
"test_acc": 38.86
|
|
},
|
|
{
|
|
"epoch": 29,
|
|
"train_loss": 1.1627310311702816,
|
|
"train_acc": 58.57,
|
|
"test_loss": 1.7844415918181213,
|
|
"test_acc": 35.34
|
|
},
|
|
{
|
|
"epoch": 30,
|
|
"train_loss": 1.155542909946588,
|
|
"train_acc": 58.564,
|
|
"test_loss": 1.5382251090641264,
|
|
"test_acc": 41.46
|
|
},
|
|
{
|
|
"epoch": 31,
|
|
"train_loss": 1.138356466884808,
|
|
"train_acc": 59.304,
|
|
"test_loss": 1.5794111188453963,
|
|
"test_acc": 43.25
|
|
},
|
|
{
|
|
"epoch": 32,
|
|
"train_loss": 1.122888842049767,
|
|
"train_acc": 59.56,
|
|
"test_loss": 1.560275363016732,
|
|
"test_acc": 43.16
|
|
},
|
|
{
|
|
"epoch": 33,
|
|
"train_loss": 1.1058253760228072,
|
|
"train_acc": 60.446,
|
|
"test_loss": 1.6974402696271487,
|
|
"test_acc": 40.48
|
|
},
|
|
{
|
|
"epoch": 34,
|
|
"train_loss": 1.1187148838091994,
|
|
"train_acc": 59.964,
|
|
"test_loss": 1.4695244378681425,
|
|
"test_acc": 45.01
|
|
},
|
|
{
|
|
"epoch": 35,
|
|
"train_loss": 1.0877042517942541,
|
|
"train_acc": 61.356,
|
|
"test_loss": 1.6007122721853135,
|
|
"test_acc": 41.71
|
|
},
|
|
{
|
|
"epoch": 36,
|
|
"train_loss": 1.0871905413125178,
|
|
"train_acc": 61.168,
|
|
"test_loss": 1.6303645025325726,
|
|
"test_acc": 41.28
|
|
},
|
|
{
|
|
"epoch": 37,
|
|
"train_loss": 1.0591282731736713,
|
|
"train_acc": 62.288,
|
|
"test_loss": 1.5645596317098112,
|
|
"test_acc": 43.2
|
|
},
|
|
{
|
|
"epoch": 38,
|
|
"train_loss": 1.0696975921121095,
|
|
"train_acc": 61.962,
|
|
"test_loss": 1.5479849501501155,
|
|
"test_acc": 44.65
|
|
},
|
|
{
|
|
"epoch": 39,
|
|
"train_loss": 1.0494281175496327,
|
|
"train_acc": 62.7,
|
|
"test_loss": 1.637220240846465,
|
|
"test_acc": 41.36
|
|
},
|
|
{
|
|
"epoch": 40,
|
|
"train_loss": 1.0355015752260641,
|
|
"train_acc": 63.182,
|
|
"test_loss": 1.5274997270559962,
|
|
"test_acc": 45.78
|
|
},
|
|
{
|
|
"epoch": 41,
|
|
"train_loss": 1.0315923785309657,
|
|
"train_acc": 63.236,
|
|
"test_loss": 1.5421635636800453,
|
|
"test_acc": 44.42
|
|
},
|
|
{
|
|
"epoch": 42,
|
|
"train_loss": 1.0314061608155976,
|
|
"train_acc": 63.482,
|
|
"test_loss": 1.702644342108618,
|
|
"test_acc": 41.19
|
|
},
|
|
{
|
|
"epoch": 43,
|
|
"train_loss": 1.0266719062614929,
|
|
"train_acc": 63.488,
|
|
"test_loss": 1.5507633882232859,
|
|
"test_acc": 45.9
|
|
},
|
|
{
|
|
"epoch": 44,
|
|
"train_loss": 1.0328999341601302,
|
|
"train_acc": 63.234,
|
|
"test_loss": 1.555679850940463,
|
|
"test_acc": 45.28
|
|
},
|
|
{
|
|
"epoch": 45,
|
|
"train_loss": 1.0162692388610157,
|
|
"train_acc": 63.95,
|
|
"test_loss": 1.6705982172036473,
|
|
"test_acc": 43.66
|
|
},
|
|
{
|
|
"epoch": 46,
|
|
"train_loss": 1.0072169595057396,
|
|
"train_acc": 64.324,
|
|
"test_loss": 1.5749065347864657,
|
|
"test_acc": 45.09
|
|
},
|
|
{
|
|
"epoch": 47,
|
|
"train_loss": 1.0070927307733795,
|
|
"train_acc": 64.37,
|
|
"test_loss": 1.583748524702048,
|
|
"test_acc": 44.81
|
|
},
|
|
{
|
|
"epoch": 48,
|
|
"train_loss": 1.0007318616523158,
|
|
"train_acc": 64.592,
|
|
"test_loss": 1.6011924653113643,
|
|
"test_acc": 44.5
|
|
},
|
|
{
|
|
"epoch": 49,
|
|
"train_loss": 1.0173331246046764,
|
|
"train_acc": 64.158,
|
|
"test_loss": 1.5913809552977356,
|
|
"test_acc": 44.69
|
|
}
|
|
] |