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": 1.9860894808074092,
|
|
"train_acc": 25.094,
|
|
"test_loss": 1.8962708138212372,
|
|
"test_acc": 28.73
|
|
},
|
|
{
|
|
"epoch": 1,
|
|
"train_loss": 1.759964760916922,
|
|
"train_acc": 34.402,
|
|
"test_loss": 1.7783982195431673,
|
|
"test_acc": 34.31
|
|
},
|
|
{
|
|
"epoch": 2,
|
|
"train_loss": 1.625880029805176,
|
|
"train_acc": 40.034,
|
|
"test_loss": 1.7473207108582123,
|
|
"test_acc": 33.96
|
|
},
|
|
{
|
|
"epoch": 3,
|
|
"train_loss": 1.5361101404785196,
|
|
"train_acc": 43.578,
|
|
"test_loss": 1.7375131588947923,
|
|
"test_acc": 37.07
|
|
},
|
|
{
|
|
"epoch": 4,
|
|
"train_loss": 1.4629131076890793,
|
|
"train_acc": 46.856,
|
|
"test_loss": 1.778105412857442,
|
|
"test_acc": 33.26
|
|
},
|
|
{
|
|
"epoch": 5,
|
|
"train_loss": 1.402916532648189,
|
|
"train_acc": 49.204,
|
|
"test_loss": 1.8280502542664734,
|
|
"test_acc": 26.62
|
|
},
|
|
{
|
|
"epoch": 6,
|
|
"train_loss": 1.3758093813801056,
|
|
"train_acc": 50.62,
|
|
"test_loss": 1.856013293507733,
|
|
"test_acc": 33.37
|
|
},
|
|
{
|
|
"epoch": 7,
|
|
"train_loss": 1.315406435895759,
|
|
"train_acc": 52.764,
|
|
"test_loss": 1.6052584965017778,
|
|
"test_acc": 41.11
|
|
},
|
|
{
|
|
"epoch": 8,
|
|
"train_loss": 1.2883716474103806,
|
|
"train_acc": 53.872,
|
|
"test_loss": 1.7740733035003082,
|
|
"test_acc": 35.8
|
|
},
|
|
{
|
|
"epoch": 9,
|
|
"train_loss": 1.2588362362988466,
|
|
"train_acc": 54.91,
|
|
"test_loss": 1.703875967218906,
|
|
"test_acc": 35.69
|
|
},
|
|
{
|
|
"epoch": 10,
|
|
"train_loss": 1.244358687449599,
|
|
"train_acc": 55.362,
|
|
"test_loss": 1.7822686690318434,
|
|
"test_acc": 35.66
|
|
},
|
|
{
|
|
"epoch": 11,
|
|
"train_loss": 1.2074003204360337,
|
|
"train_acc": 56.758,
|
|
"test_loss": 1.7069820844674413,
|
|
"test_acc": 37.52
|
|
},
|
|
{
|
|
"epoch": 12,
|
|
"train_loss": 1.1877242297772557,
|
|
"train_acc": 57.55,
|
|
"test_loss": 1.7411995809289473,
|
|
"test_acc": 37.29
|
|
},
|
|
{
|
|
"epoch": 13,
|
|
"train_loss": 1.1503732664810726,
|
|
"train_acc": 59.134,
|
|
"test_loss": 1.6672714209254784,
|
|
"test_acc": 36.7
|
|
},
|
|
{
|
|
"epoch": 14,
|
|
"train_loss": 1.1400348519730141,
|
|
"train_acc": 59.348,
|
|
"test_loss": 1.6103864983667302,
|
|
"test_acc": 38.92
|
|
},
|
|
{
|
|
"epoch": 15,
|
|
"train_loss": 1.1200387514460728,
|
|
"train_acc": 60.042,
|
|
"test_loss": 1.6871671420109422,
|
|
"test_acc": 38.56
|
|
},
|
|
{
|
|
"epoch": 16,
|
|
"train_loss": 1.096553116198391,
|
|
"train_acc": 60.914,
|
|
"test_loss": 1.9609771197355246,
|
|
"test_acc": 35.94
|
|
},
|
|
{
|
|
"epoch": 17,
|
|
"train_loss": 1.0694607974928054,
|
|
"train_acc": 61.936,
|
|
"test_loss": 1.6975987289525285,
|
|
"test_acc": 37.74
|
|
},
|
|
{
|
|
"epoch": 18,
|
|
"train_loss": 1.0835973347544365,
|
|
"train_acc": 61.572,
|
|
"test_loss": 1.7696105392673347,
|
|
"test_acc": 38.81
|
|
},
|
|
{
|
|
"epoch": 19,
|
|
"train_loss": 1.0626655870386401,
|
|
"train_acc": 62.17,
|
|
"test_loss": 1.9129469470132756,
|
|
"test_acc": 35.81
|
|
},
|
|
{
|
|
"epoch": 20,
|
|
"train_loss": 1.0622072576561852,
|
|
"train_acc": 62.168,
|
|
"test_loss": 1.7199458155450942,
|
|
"test_acc": 36.83
|
|
},
|
|
{
|
|
"epoch": 21,
|
|
"train_loss": 1.0325127684551736,
|
|
"train_acc": 63.634,
|
|
"test_loss": 1.6851859047443052,
|
|
"test_acc": 37.36
|
|
},
|
|
{
|
|
"epoch": 22,
|
|
"train_loss": 0.9996655970583181,
|
|
"train_acc": 64.376,
|
|
"test_loss": 1.6610746232769158,
|
|
"test_acc": 40.62
|
|
},
|
|
{
|
|
"epoch": 23,
|
|
"train_loss": 1.000349579107426,
|
|
"train_acc": 64.616,
|
|
"test_loss": 1.7274406635308568,
|
|
"test_acc": 36.53
|
|
},
|
|
{
|
|
"epoch": 24,
|
|
"train_loss": 0.9901230044072241,
|
|
"train_acc": 65.112,
|
|
"test_loss": 1.54506123518642,
|
|
"test_acc": 42.86
|
|
},
|
|
{
|
|
"epoch": 25,
|
|
"train_loss": 0.9522900523432075,
|
|
"train_acc": 66.364,
|
|
"test_loss": 1.5417788737936864,
|
|
"test_acc": 39.98
|
|
},
|
|
{
|
|
"epoch": 26,
|
|
"train_loss": 0.9620903195322626,
|
|
"train_acc": 66.074,
|
|
"test_loss": 1.5874879284750056,
|
|
"test_acc": 44.42
|
|
},
|
|
{
|
|
"epoch": 27,
|
|
"train_loss": 0.9460692785280135,
|
|
"train_acc": 66.65,
|
|
"test_loss": 1.7593531201157389,
|
|
"test_acc": 39.64
|
|
},
|
|
{
|
|
"epoch": 28,
|
|
"train_loss": 0.9279524087905884,
|
|
"train_acc": 67.094,
|
|
"test_loss": 1.6251258684110037,
|
|
"test_acc": 40.5
|
|
},
|
|
{
|
|
"epoch": 29,
|
|
"train_loss": 0.9086523245057792,
|
|
"train_acc": 67.89,
|
|
"test_loss": 1.7132557600359373,
|
|
"test_acc": 39.91
|
|
},
|
|
{
|
|
"epoch": 30,
|
|
"train_loss": 0.8953592693409347,
|
|
"train_acc": 68.35,
|
|
"test_loss": 1.5978947274292572,
|
|
"test_acc": 42.86
|
|
},
|
|
{
|
|
"epoch": 31,
|
|
"train_loss": 0.89847643875405,
|
|
"train_acc": 68.468,
|
|
"test_loss": 1.652358222611343,
|
|
"test_acc": 42.33
|
|
},
|
|
{
|
|
"epoch": 32,
|
|
"train_loss": 0.8652809006173897,
|
|
"train_acc": 69.312,
|
|
"test_loss": 1.537844570377205,
|
|
"test_acc": 43.92
|
|
},
|
|
{
|
|
"epoch": 33,
|
|
"train_loss": 0.8647627318301774,
|
|
"train_acc": 69.502,
|
|
"test_loss": 1.6114671501932265,
|
|
"test_acc": 44.08
|
|
},
|
|
{
|
|
"epoch": 34,
|
|
"train_loss": 0.8305329854226173,
|
|
"train_acc": 70.76,
|
|
"test_loss": 1.6056579939926727,
|
|
"test_acc": 43.37
|
|
},
|
|
{
|
|
"epoch": 35,
|
|
"train_loss": 0.844759345207068,
|
|
"train_acc": 70.294,
|
|
"test_loss": 1.6875336411633068,
|
|
"test_acc": 40.06
|
|
},
|
|
{
|
|
"epoch": 36,
|
|
"train_loss": 0.8319125884329267,
|
|
"train_acc": 70.76,
|
|
"test_loss": 1.6933828381043445,
|
|
"test_acc": 42.03
|
|
},
|
|
{
|
|
"epoch": 37,
|
|
"train_loss": 0.8095638754270266,
|
|
"train_acc": 71.442,
|
|
"test_loss": 1.6363552250439608,
|
|
"test_acc": 43.38
|
|
},
|
|
{
|
|
"epoch": 38,
|
|
"train_loss": 0.797963782268412,
|
|
"train_acc": 71.942,
|
|
"test_loss": 1.6866933228094367,
|
|
"test_acc": 43.15
|
|
},
|
|
{
|
|
"epoch": 39,
|
|
"train_loss": 0.7871499639337934,
|
|
"train_acc": 72.21,
|
|
"test_loss": 1.6102837293962888,
|
|
"test_acc": 43.8
|
|
},
|
|
{
|
|
"epoch": 40,
|
|
"train_loss": 0.7780984484631083,
|
|
"train_acc": 72.698,
|
|
"test_loss": 1.6901296075386336,
|
|
"test_acc": 41.93
|
|
},
|
|
{
|
|
"epoch": 41,
|
|
"train_loss": 0.7664625323032175,
|
|
"train_acc": 72.856,
|
|
"test_loss": 1.630103141446657,
|
|
"test_acc": 44.84
|
|
},
|
|
{
|
|
"epoch": 42,
|
|
"train_loss": 0.7573950676357045,
|
|
"train_acc": 73.414,
|
|
"test_loss": 1.6924203634262085,
|
|
"test_acc": 42.67
|
|
},
|
|
{
|
|
"epoch": 43,
|
|
"train_loss": 0.7545885008466823,
|
|
"train_acc": 73.466,
|
|
"test_loss": 1.4863027711457844,
|
|
"test_acc": 47.52
|
|
},
|
|
{
|
|
"epoch": 44,
|
|
"train_loss": 0.7354166834708065,
|
|
"train_acc": 74.168,
|
|
"test_loss": 1.6184619061554535,
|
|
"test_acc": 44.65
|
|
},
|
|
{
|
|
"epoch": 45,
|
|
"train_loss": 0.7371106866528007,
|
|
"train_acc": 74.19,
|
|
"test_loss": 1.6264622799957855,
|
|
"test_acc": 43.76
|
|
},
|
|
{
|
|
"epoch": 46,
|
|
"train_loss": 0.7406583959641664,
|
|
"train_acc": 73.948,
|
|
"test_loss": 1.624109382870831,
|
|
"test_acc": 44.98
|
|
},
|
|
{
|
|
"epoch": 47,
|
|
"train_loss": 0.7512585706723011,
|
|
"train_acc": 73.762,
|
|
"test_loss": 1.5914157040511505,
|
|
"test_acc": 45.52
|
|
},
|
|
{
|
|
"epoch": 48,
|
|
"train_loss": 0.736612529172312,
|
|
"train_acc": 74.336,
|
|
"test_loss": 1.6392812668522703,
|
|
"test_acc": 44.55
|
|
},
|
|
{
|
|
"epoch": 49,
|
|
"train_loss": 0.7276556892010867,
|
|
"train_acc": 74.452,
|
|
"test_loss": 1.6119160184377357,
|
|
"test_acc": 45.32
|
|
}
|
|
] |