PlantDiseaseDetectorV2 / trainer_state.json
Abhiram4's picture
End of training
dbd040e verified
raw
history blame contribute delete
No virus
20.9 kB
{
"best_metric": 0.998719590268886,
"best_model_checkpoint": "PlantDiseaseDetectorV2/checkpoint-1533",
"epoch": 6.976109215017065,
"eval_steps": 500,
"global_step": 1533,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 3.2467532467532465e-06,
"loss": 3.6354,
"step": 10
},
{
"epoch": 0.09,
"learning_rate": 6.493506493506493e-06,
"loss": 3.6146,
"step": 20
},
{
"epoch": 0.14,
"learning_rate": 9.740259740259742e-06,
"loss": 3.5784,
"step": 30
},
{
"epoch": 0.18,
"learning_rate": 1.2987012987012986e-05,
"loss": 3.5183,
"step": 40
},
{
"epoch": 0.23,
"learning_rate": 1.6233766233766234e-05,
"loss": 3.435,
"step": 50
},
{
"epoch": 0.27,
"learning_rate": 1.9480519480519483e-05,
"loss": 3.3236,
"step": 60
},
{
"epoch": 0.32,
"learning_rate": 2.272727272727273e-05,
"loss": 3.1774,
"step": 70
},
{
"epoch": 0.36,
"learning_rate": 2.5974025974025972e-05,
"loss": 3.0042,
"step": 80
},
{
"epoch": 0.41,
"learning_rate": 2.922077922077922e-05,
"loss": 2.8095,
"step": 90
},
{
"epoch": 0.46,
"learning_rate": 3.246753246753247e-05,
"loss": 2.6034,
"step": 100
},
{
"epoch": 0.5,
"learning_rate": 3.571428571428572e-05,
"loss": 2.3817,
"step": 110
},
{
"epoch": 0.55,
"learning_rate": 3.8961038961038966e-05,
"loss": 2.1751,
"step": 120
},
{
"epoch": 0.59,
"learning_rate": 4.220779220779221e-05,
"loss": 1.9796,
"step": 130
},
{
"epoch": 0.64,
"learning_rate": 4.545454545454546e-05,
"loss": 1.7805,
"step": 140
},
{
"epoch": 0.68,
"learning_rate": 4.87012987012987e-05,
"loss": 1.6209,
"step": 150
},
{
"epoch": 0.73,
"learning_rate": 4.978245105148659e-05,
"loss": 1.4515,
"step": 160
},
{
"epoch": 0.77,
"learning_rate": 4.941986947063089e-05,
"loss": 1.3197,
"step": 170
},
{
"epoch": 0.82,
"learning_rate": 4.90572878897752e-05,
"loss": 1.1848,
"step": 180
},
{
"epoch": 0.86,
"learning_rate": 4.8694706308919505e-05,
"loss": 1.0976,
"step": 190
},
{
"epoch": 0.91,
"learning_rate": 4.833212472806382e-05,
"loss": 0.9857,
"step": 200
},
{
"epoch": 0.96,
"learning_rate": 4.7969543147208126e-05,
"loss": 0.9051,
"step": 210
},
{
"epoch": 1.0,
"eval_accuracy": 0.986057760705648,
"eval_loss": 0.8024668097496033,
"eval_runtime": 70.6659,
"eval_samples_per_second": 99.468,
"eval_steps_per_second": 1.557,
"step": 219
},
{
"epoch": 1.0,
"learning_rate": 4.760696156635243e-05,
"loss": 0.8431,
"step": 220
},
{
"epoch": 1.05,
"learning_rate": 4.724437998549674e-05,
"loss": 0.7784,
"step": 230
},
{
"epoch": 1.09,
"learning_rate": 4.6881798404641046e-05,
"loss": 0.7198,
"step": 240
},
{
"epoch": 1.14,
"learning_rate": 4.651921682378535e-05,
"loss": 0.6712,
"step": 250
},
{
"epoch": 1.18,
"learning_rate": 4.6156635242929666e-05,
"loss": 0.6365,
"step": 260
},
{
"epoch": 1.23,
"learning_rate": 4.579405366207397e-05,
"loss": 0.5892,
"step": 270
},
{
"epoch": 1.27,
"learning_rate": 4.543147208121827e-05,
"loss": 0.5563,
"step": 280
},
{
"epoch": 1.32,
"learning_rate": 4.506889050036258e-05,
"loss": 0.5254,
"step": 290
},
{
"epoch": 1.37,
"learning_rate": 4.4706308919506886e-05,
"loss": 0.4982,
"step": 300
},
{
"epoch": 1.41,
"learning_rate": 4.43437273386512e-05,
"loss": 0.4667,
"step": 310
},
{
"epoch": 1.46,
"learning_rate": 4.398114575779551e-05,
"loss": 0.4481,
"step": 320
},
{
"epoch": 1.5,
"learning_rate": 4.3618564176939813e-05,
"loss": 0.4199,
"step": 330
},
{
"epoch": 1.55,
"learning_rate": 4.325598259608412e-05,
"loss": 0.4117,
"step": 340
},
{
"epoch": 1.59,
"learning_rate": 4.289340101522843e-05,
"loss": 0.3867,
"step": 350
},
{
"epoch": 1.64,
"learning_rate": 4.253081943437274e-05,
"loss": 0.3736,
"step": 360
},
{
"epoch": 1.68,
"learning_rate": 4.216823785351705e-05,
"loss": 0.3668,
"step": 370
},
{
"epoch": 1.73,
"learning_rate": 4.1805656272661354e-05,
"loss": 0.3369,
"step": 380
},
{
"epoch": 1.77,
"learning_rate": 4.1443074691805654e-05,
"loss": 0.3416,
"step": 390
},
{
"epoch": 1.82,
"learning_rate": 4.108049311094996e-05,
"loss": 0.3287,
"step": 400
},
{
"epoch": 1.87,
"learning_rate": 4.0717911530094274e-05,
"loss": 0.2989,
"step": 410
},
{
"epoch": 1.91,
"learning_rate": 4.035532994923858e-05,
"loss": 0.2934,
"step": 420
},
{
"epoch": 1.96,
"learning_rate": 3.999274836838289e-05,
"loss": 0.2801,
"step": 430
},
{
"epoch": 2.0,
"eval_accuracy": 0.9958742353108551,
"eval_loss": 0.26061177253723145,
"eval_runtime": 71.3214,
"eval_samples_per_second": 98.554,
"eval_steps_per_second": 1.542,
"step": 439
},
{
"epoch": 2.0,
"learning_rate": 3.9630166787527195e-05,
"loss": 0.2742,
"step": 440
},
{
"epoch": 2.05,
"learning_rate": 3.92675852066715e-05,
"loss": 0.2615,
"step": 450
},
{
"epoch": 2.09,
"learning_rate": 3.890500362581581e-05,
"loss": 0.2512,
"step": 460
},
{
"epoch": 2.14,
"learning_rate": 3.854242204496012e-05,
"loss": 0.2442,
"step": 470
},
{
"epoch": 2.18,
"learning_rate": 3.817984046410443e-05,
"loss": 0.2369,
"step": 480
},
{
"epoch": 2.23,
"learning_rate": 3.7817258883248735e-05,
"loss": 0.2288,
"step": 490
},
{
"epoch": 2.28,
"learning_rate": 3.7454677302393035e-05,
"loss": 0.2226,
"step": 500
},
{
"epoch": 2.32,
"learning_rate": 3.709209572153735e-05,
"loss": 0.2162,
"step": 510
},
{
"epoch": 2.37,
"learning_rate": 3.6729514140681655e-05,
"loss": 0.2055,
"step": 520
},
{
"epoch": 2.41,
"learning_rate": 3.636693255982596e-05,
"loss": 0.199,
"step": 530
},
{
"epoch": 2.46,
"learning_rate": 3.600435097897027e-05,
"loss": 0.2128,
"step": 540
},
{
"epoch": 2.5,
"learning_rate": 3.5641769398114576e-05,
"loss": 0.1885,
"step": 550
},
{
"epoch": 2.55,
"learning_rate": 3.527918781725888e-05,
"loss": 0.1854,
"step": 560
},
{
"epoch": 2.59,
"learning_rate": 3.4916606236403196e-05,
"loss": 0.1845,
"step": 570
},
{
"epoch": 2.64,
"learning_rate": 3.45540246555475e-05,
"loss": 0.1814,
"step": 580
},
{
"epoch": 2.68,
"learning_rate": 3.419144307469181e-05,
"loss": 0.1816,
"step": 590
},
{
"epoch": 2.73,
"learning_rate": 3.3828861493836116e-05,
"loss": 0.1689,
"step": 600
},
{
"epoch": 2.78,
"learning_rate": 3.3466279912980416e-05,
"loss": 0.1658,
"step": 610
},
{
"epoch": 2.82,
"learning_rate": 3.310369833212473e-05,
"loss": 0.1612,
"step": 620
},
{
"epoch": 2.87,
"learning_rate": 3.2741116751269036e-05,
"loss": 0.1572,
"step": 630
},
{
"epoch": 2.91,
"learning_rate": 3.237853517041334e-05,
"loss": 0.1552,
"step": 640
},
{
"epoch": 2.96,
"learning_rate": 3.201595358955765e-05,
"loss": 0.1455,
"step": 650
},
{
"epoch": 3.0,
"eval_accuracy": 0.9972969127898705,
"eval_loss": 0.14022748172283173,
"eval_runtime": 71.3997,
"eval_samples_per_second": 98.446,
"eval_steps_per_second": 1.541,
"step": 659
},
{
"epoch": 3.0,
"learning_rate": 3.165337200870196e-05,
"loss": 0.1446,
"step": 660
},
{
"epoch": 3.05,
"learning_rate": 3.129079042784627e-05,
"loss": 0.1422,
"step": 670
},
{
"epoch": 3.09,
"learning_rate": 3.092820884699058e-05,
"loss": 0.1411,
"step": 680
},
{
"epoch": 3.14,
"learning_rate": 3.0565627266134884e-05,
"loss": 0.1334,
"step": 690
},
{
"epoch": 3.19,
"learning_rate": 3.020304568527919e-05,
"loss": 0.1333,
"step": 700
},
{
"epoch": 3.23,
"learning_rate": 2.98404641044235e-05,
"loss": 0.1325,
"step": 710
},
{
"epoch": 3.28,
"learning_rate": 2.9477882523567807e-05,
"loss": 0.1278,
"step": 720
},
{
"epoch": 3.32,
"learning_rate": 2.911530094271211e-05,
"loss": 0.127,
"step": 730
},
{
"epoch": 3.37,
"learning_rate": 2.8752719361856417e-05,
"loss": 0.1272,
"step": 740
},
{
"epoch": 3.41,
"learning_rate": 2.8390137781000724e-05,
"loss": 0.1289,
"step": 750
},
{
"epoch": 3.46,
"learning_rate": 2.8027556200145034e-05,
"loss": 0.1235,
"step": 760
},
{
"epoch": 3.5,
"learning_rate": 2.766497461928934e-05,
"loss": 0.1194,
"step": 770
},
{
"epoch": 3.55,
"learning_rate": 2.7302393038433648e-05,
"loss": 0.1179,
"step": 780
},
{
"epoch": 3.59,
"learning_rate": 2.6939811457577958e-05,
"loss": 0.11,
"step": 790
},
{
"epoch": 3.64,
"learning_rate": 2.6577229876722265e-05,
"loss": 0.1126,
"step": 800
},
{
"epoch": 3.69,
"learning_rate": 2.621464829586657e-05,
"loss": 0.1106,
"step": 810
},
{
"epoch": 3.73,
"learning_rate": 2.585206671501088e-05,
"loss": 0.1073,
"step": 820
},
{
"epoch": 3.78,
"learning_rate": 2.548948513415519e-05,
"loss": 0.1024,
"step": 830
},
{
"epoch": 3.82,
"learning_rate": 2.5126903553299492e-05,
"loss": 0.1001,
"step": 840
},
{
"epoch": 3.87,
"learning_rate": 2.4764321972443802e-05,
"loss": 0.1013,
"step": 850
},
{
"epoch": 3.91,
"learning_rate": 2.440174039158811e-05,
"loss": 0.1003,
"step": 860
},
{
"epoch": 3.96,
"learning_rate": 2.4039158810732415e-05,
"loss": 0.0949,
"step": 870
},
{
"epoch": 4.0,
"eval_accuracy": 0.9985773225209845,
"eval_loss": 0.09417087584733963,
"eval_runtime": 71.2514,
"eval_samples_per_second": 98.651,
"eval_steps_per_second": 1.544,
"step": 879
},
{
"epoch": 4.0,
"learning_rate": 2.3676577229876722e-05,
"loss": 0.0965,
"step": 880
},
{
"epoch": 4.05,
"learning_rate": 2.3313995649021032e-05,
"loss": 0.0936,
"step": 890
},
{
"epoch": 4.1,
"learning_rate": 2.295141406816534e-05,
"loss": 0.0938,
"step": 900
},
{
"epoch": 4.14,
"learning_rate": 2.2588832487309646e-05,
"loss": 0.0907,
"step": 910
},
{
"epoch": 4.19,
"learning_rate": 2.2226250906453953e-05,
"loss": 0.0889,
"step": 920
},
{
"epoch": 4.23,
"learning_rate": 2.186366932559826e-05,
"loss": 0.0889,
"step": 930
},
{
"epoch": 4.28,
"learning_rate": 2.150108774474257e-05,
"loss": 0.0905,
"step": 940
},
{
"epoch": 4.32,
"learning_rate": 2.1138506163886876e-05,
"loss": 0.0888,
"step": 950
},
{
"epoch": 4.37,
"learning_rate": 2.0775924583031183e-05,
"loss": 0.0849,
"step": 960
},
{
"epoch": 4.41,
"learning_rate": 2.0413343002175493e-05,
"loss": 0.0852,
"step": 970
},
{
"epoch": 4.46,
"learning_rate": 2.0050761421319797e-05,
"loss": 0.0843,
"step": 980
},
{
"epoch": 4.51,
"learning_rate": 1.9688179840464103e-05,
"loss": 0.0851,
"step": 990
},
{
"epoch": 4.55,
"learning_rate": 1.9325598259608413e-05,
"loss": 0.0884,
"step": 1000
},
{
"epoch": 4.6,
"learning_rate": 1.896301667875272e-05,
"loss": 0.0899,
"step": 1010
},
{
"epoch": 4.64,
"learning_rate": 1.860043509789703e-05,
"loss": 0.0848,
"step": 1020
},
{
"epoch": 4.69,
"learning_rate": 1.8237853517041334e-05,
"loss": 0.0794,
"step": 1030
},
{
"epoch": 4.73,
"learning_rate": 1.787527193618564e-05,
"loss": 0.0802,
"step": 1040
},
{
"epoch": 4.78,
"learning_rate": 1.751269035532995e-05,
"loss": 0.0808,
"step": 1050
},
{
"epoch": 4.82,
"learning_rate": 1.7150108774474257e-05,
"loss": 0.0763,
"step": 1060
},
{
"epoch": 4.87,
"learning_rate": 1.6787527193618564e-05,
"loss": 0.0801,
"step": 1070
},
{
"epoch": 4.91,
"learning_rate": 1.6424945612762874e-05,
"loss": 0.0745,
"step": 1080
},
{
"epoch": 4.96,
"learning_rate": 1.6062364031907178e-05,
"loss": 0.0741,
"step": 1090
},
{
"epoch": 5.0,
"eval_accuracy": 0.9984350547730829,
"eval_loss": 0.07485666126012802,
"eval_runtime": 71.7237,
"eval_samples_per_second": 98.001,
"eval_steps_per_second": 1.534,
"step": 1098
},
{
"epoch": 5.01,
"learning_rate": 1.5699782451051488e-05,
"loss": 0.0738,
"step": 1100
},
{
"epoch": 5.05,
"learning_rate": 1.5337200870195794e-05,
"loss": 0.0729,
"step": 1110
},
{
"epoch": 5.1,
"learning_rate": 1.4974619289340103e-05,
"loss": 0.0748,
"step": 1120
},
{
"epoch": 5.14,
"learning_rate": 1.4612037708484411e-05,
"loss": 0.0698,
"step": 1130
},
{
"epoch": 5.19,
"learning_rate": 1.4249456127628716e-05,
"loss": 0.0721,
"step": 1140
},
{
"epoch": 5.23,
"learning_rate": 1.3886874546773023e-05,
"loss": 0.0748,
"step": 1150
},
{
"epoch": 5.28,
"learning_rate": 1.3524292965917332e-05,
"loss": 0.0695,
"step": 1160
},
{
"epoch": 5.32,
"learning_rate": 1.316171138506164e-05,
"loss": 0.0688,
"step": 1170
},
{
"epoch": 5.37,
"learning_rate": 1.2799129804205947e-05,
"loss": 0.0723,
"step": 1180
},
{
"epoch": 5.42,
"learning_rate": 1.2436548223350254e-05,
"loss": 0.0683,
"step": 1190
},
{
"epoch": 5.46,
"learning_rate": 1.2073966642494562e-05,
"loss": 0.0709,
"step": 1200
},
{
"epoch": 5.51,
"learning_rate": 1.1711385061638869e-05,
"loss": 0.0674,
"step": 1210
},
{
"epoch": 5.55,
"learning_rate": 1.1348803480783177e-05,
"loss": 0.0685,
"step": 1220
},
{
"epoch": 5.6,
"learning_rate": 1.0986221899927484e-05,
"loss": 0.0679,
"step": 1230
},
{
"epoch": 5.64,
"learning_rate": 1.062364031907179e-05,
"loss": 0.0672,
"step": 1240
},
{
"epoch": 5.69,
"learning_rate": 1.02610587382161e-05,
"loss": 0.0648,
"step": 1250
},
{
"epoch": 5.73,
"learning_rate": 9.898477157360408e-06,
"loss": 0.0659,
"step": 1260
},
{
"epoch": 5.78,
"learning_rate": 9.535895576504714e-06,
"loss": 0.0629,
"step": 1270
},
{
"epoch": 5.82,
"learning_rate": 9.173313995649021e-06,
"loss": 0.0627,
"step": 1280
},
{
"epoch": 5.87,
"learning_rate": 8.81073241479333e-06,
"loss": 0.0643,
"step": 1290
},
{
"epoch": 5.92,
"learning_rate": 8.448150833937636e-06,
"loss": 0.065,
"step": 1300
},
{
"epoch": 5.96,
"learning_rate": 8.085569253081945e-06,
"loss": 0.0623,
"step": 1310
},
{
"epoch": 6.0,
"eval_accuracy": 0.9984350547730829,
"eval_loss": 0.06421820819377899,
"eval_runtime": 71.8803,
"eval_samples_per_second": 97.788,
"eval_steps_per_second": 1.53,
"step": 1318
},
{
"epoch": 6.01,
"learning_rate": 7.72298767222625e-06,
"loss": 0.0634,
"step": 1320
},
{
"epoch": 6.05,
"learning_rate": 7.360406091370558e-06,
"loss": 0.0625,
"step": 1330
},
{
"epoch": 6.1,
"learning_rate": 6.997824510514867e-06,
"loss": 0.0612,
"step": 1340
},
{
"epoch": 6.14,
"learning_rate": 6.635242929659173e-06,
"loss": 0.0607,
"step": 1350
},
{
"epoch": 6.19,
"learning_rate": 6.272661348803481e-06,
"loss": 0.0595,
"step": 1360
},
{
"epoch": 6.23,
"learning_rate": 5.910079767947789e-06,
"loss": 0.0602,
"step": 1370
},
{
"epoch": 6.28,
"learning_rate": 5.547498187092096e-06,
"loss": 0.0606,
"step": 1380
},
{
"epoch": 6.33,
"learning_rate": 5.184916606236404e-06,
"loss": 0.0608,
"step": 1390
},
{
"epoch": 6.37,
"learning_rate": 4.822335025380711e-06,
"loss": 0.0621,
"step": 1400
},
{
"epoch": 6.42,
"learning_rate": 4.459753444525018e-06,
"loss": 0.0608,
"step": 1410
},
{
"epoch": 6.46,
"learning_rate": 4.097171863669326e-06,
"loss": 0.0615,
"step": 1420
},
{
"epoch": 6.51,
"learning_rate": 3.734590282813633e-06,
"loss": 0.0604,
"step": 1430
},
{
"epoch": 6.55,
"learning_rate": 3.3720087019579407e-06,
"loss": 0.0612,
"step": 1440
},
{
"epoch": 6.6,
"learning_rate": 3.0094271211022483e-06,
"loss": 0.058,
"step": 1450
},
{
"epoch": 6.64,
"learning_rate": 2.646845540246556e-06,
"loss": 0.0598,
"step": 1460
},
{
"epoch": 6.69,
"learning_rate": 2.284263959390863e-06,
"loss": 0.0592,
"step": 1470
},
{
"epoch": 6.73,
"learning_rate": 1.9216823785351706e-06,
"loss": 0.058,
"step": 1480
},
{
"epoch": 6.78,
"learning_rate": 1.559100797679478e-06,
"loss": 0.0573,
"step": 1490
},
{
"epoch": 6.83,
"learning_rate": 1.1965192168237854e-06,
"loss": 0.058,
"step": 1500
},
{
"epoch": 6.87,
"learning_rate": 8.339376359680928e-07,
"loss": 0.0603,
"step": 1510
},
{
"epoch": 6.92,
"learning_rate": 4.713560551124003e-07,
"loss": 0.0576,
"step": 1520
},
{
"epoch": 6.96,
"learning_rate": 1.0877447425670776e-07,
"loss": 0.0586,
"step": 1530
},
{
"epoch": 6.98,
"eval_accuracy": 0.998719590268886,
"eval_loss": 0.06100322678685188,
"eval_runtime": 70.9668,
"eval_samples_per_second": 99.046,
"eval_steps_per_second": 1.55,
"step": 1533
},
{
"epoch": 6.98,
"step": 1533,
"total_flos": 3.041208679733851e+19,
"train_loss": 0.46931519971240676,
"train_runtime": 11436.94,
"train_samples_per_second": 34.419,
"train_steps_per_second": 0.134
}
],
"logging_steps": 10,
"max_steps": 1533,
"num_train_epochs": 7,
"save_steps": 500,
"total_flos": 3.041208679733851e+19,
"trial_name": null,
"trial_params": null
}