jtrans-malware-2f-100c / trainer_state.json
sheepy928's picture
Upload 12 files
e22eb87 verified
raw
history blame contribute delete
No virus
16.3 kB
{
"best_metric": 0.6911338883028688,
"best_model_checkpoint": "../save/jtrans-malware-2f-100c/checkpoint-1000",
"epoch": 2.2573363431151243,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 9.97742663656885e-05,
"loss": 0.4844,
"step": 10
},
{
"epoch": 0.05,
"learning_rate": 9.954853273137697e-05,
"loss": 0.2551,
"step": 20
},
{
"epoch": 0.07,
"learning_rate": 9.932279909706546e-05,
"loss": 0.1549,
"step": 30
},
{
"epoch": 0.09,
"learning_rate": 9.909706546275395e-05,
"loss": 0.11,
"step": 40
},
{
"epoch": 0.11,
"learning_rate": 9.887133182844243e-05,
"loss": 0.0974,
"step": 50
},
{
"epoch": 0.14,
"learning_rate": 9.864559819413092e-05,
"loss": 0.0891,
"step": 60
},
{
"epoch": 0.16,
"learning_rate": 9.841986455981941e-05,
"loss": 0.0876,
"step": 70
},
{
"epoch": 0.18,
"learning_rate": 9.81941309255079e-05,
"loss": 0.0867,
"step": 80
},
{
"epoch": 0.2,
"learning_rate": 9.79683972911964e-05,
"loss": 0.0825,
"step": 90
},
{
"epoch": 0.23,
"learning_rate": 9.774266365688489e-05,
"loss": 0.0877,
"step": 100
},
{
"epoch": 0.23,
"eval_accuracy": 0.9824731182795698,
"eval_f1": 0.0,
"eval_loss": 0.08570680022239685,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_roc_auc_score": 0.6331024634550682,
"eval_runtime": 2.0856,
"eval_samples_per_second": 89.183,
"eval_steps_per_second": 5.754,
"step": 100
},
{
"epoch": 0.25,
"learning_rate": 9.751693002257338e-05,
"loss": 0.0791,
"step": 110
},
{
"epoch": 0.27,
"learning_rate": 9.729119638826185e-05,
"loss": 0.0853,
"step": 120
},
{
"epoch": 0.29,
"learning_rate": 9.706546275395035e-05,
"loss": 0.0892,
"step": 130
},
{
"epoch": 0.32,
"learning_rate": 9.683972911963884e-05,
"loss": 0.0834,
"step": 140
},
{
"epoch": 0.34,
"learning_rate": 9.661399548532731e-05,
"loss": 0.0862,
"step": 150
},
{
"epoch": 0.36,
"learning_rate": 9.63882618510158e-05,
"loss": 0.0792,
"step": 160
},
{
"epoch": 0.38,
"learning_rate": 9.61625282167043e-05,
"loss": 0.0826,
"step": 170
},
{
"epoch": 0.41,
"learning_rate": 9.593679458239279e-05,
"loss": 0.0818,
"step": 180
},
{
"epoch": 0.43,
"learning_rate": 9.571106094808126e-05,
"loss": 0.0813,
"step": 190
},
{
"epoch": 0.45,
"learning_rate": 9.548532731376975e-05,
"loss": 0.0843,
"step": 200
},
{
"epoch": 0.45,
"eval_accuracy": 0.9824731182795698,
"eval_f1": 0.0,
"eval_loss": 0.08487475663423538,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_roc_auc_score": 0.6533783457136124,
"eval_runtime": 2.1066,
"eval_samples_per_second": 88.295,
"eval_steps_per_second": 5.696,
"step": 200
},
{
"epoch": 0.47,
"learning_rate": 9.525959367945825e-05,
"loss": 0.0805,
"step": 210
},
{
"epoch": 0.5,
"learning_rate": 9.503386004514672e-05,
"loss": 0.0844,
"step": 220
},
{
"epoch": 0.52,
"learning_rate": 9.480812641083521e-05,
"loss": 0.0919,
"step": 230
},
{
"epoch": 0.54,
"learning_rate": 9.45823927765237e-05,
"loss": 0.0818,
"step": 240
},
{
"epoch": 0.56,
"learning_rate": 9.43566591422122e-05,
"loss": 0.0866,
"step": 250
},
{
"epoch": 0.59,
"learning_rate": 9.413092550790069e-05,
"loss": 0.0814,
"step": 260
},
{
"epoch": 0.61,
"learning_rate": 9.390519187358918e-05,
"loss": 0.082,
"step": 270
},
{
"epoch": 0.63,
"learning_rate": 9.367945823927767e-05,
"loss": 0.0845,
"step": 280
},
{
"epoch": 0.65,
"learning_rate": 9.345372460496615e-05,
"loss": 0.083,
"step": 290
},
{
"epoch": 0.68,
"learning_rate": 9.322799097065464e-05,
"loss": 0.0767,
"step": 300
},
{
"epoch": 0.68,
"eval_accuracy": 0.9824731182795698,
"eval_f1": 0.0,
"eval_loss": 0.08511281758546829,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_roc_auc_score": 0.6500109780834482,
"eval_runtime": 2.0864,
"eval_samples_per_second": 89.151,
"eval_steps_per_second": 5.752,
"step": 300
},
{
"epoch": 0.7,
"learning_rate": 9.300225733634313e-05,
"loss": 0.0889,
"step": 310
},
{
"epoch": 0.72,
"learning_rate": 9.27765237020316e-05,
"loss": 0.0896,
"step": 320
},
{
"epoch": 0.74,
"learning_rate": 9.25507900677201e-05,
"loss": 0.0782,
"step": 330
},
{
"epoch": 0.77,
"learning_rate": 9.232505643340859e-05,
"loss": 0.0796,
"step": 340
},
{
"epoch": 0.79,
"learning_rate": 9.209932279909706e-05,
"loss": 0.0865,
"step": 350
},
{
"epoch": 0.81,
"learning_rate": 9.187358916478555e-05,
"loss": 0.0849,
"step": 360
},
{
"epoch": 0.84,
"learning_rate": 9.164785553047405e-05,
"loss": 0.0806,
"step": 370
},
{
"epoch": 0.86,
"learning_rate": 9.142212189616254e-05,
"loss": 0.084,
"step": 380
},
{
"epoch": 0.88,
"learning_rate": 9.119638826185101e-05,
"loss": 0.0842,
"step": 390
},
{
"epoch": 0.9,
"learning_rate": 9.09706546275395e-05,
"loss": 0.086,
"step": 400
},
{
"epoch": 0.9,
"eval_accuracy": 0.9824731182795698,
"eval_f1": 0.0,
"eval_loss": 0.0845983698964119,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_roc_auc_score": 0.6398895712235897,
"eval_runtime": 2.0786,
"eval_samples_per_second": 89.482,
"eval_steps_per_second": 5.773,
"step": 400
},
{
"epoch": 0.93,
"learning_rate": 9.0744920993228e-05,
"loss": 0.0811,
"step": 410
},
{
"epoch": 0.95,
"learning_rate": 9.051918735891649e-05,
"loss": 0.0812,
"step": 420
},
{
"epoch": 0.97,
"learning_rate": 9.029345372460498e-05,
"loss": 0.0856,
"step": 430
},
{
"epoch": 0.99,
"learning_rate": 9.006772009029347e-05,
"loss": 0.0808,
"step": 440
},
{
"epoch": 1.02,
"learning_rate": 8.984198645598195e-05,
"loss": 0.0867,
"step": 450
},
{
"epoch": 1.04,
"learning_rate": 8.961625282167044e-05,
"loss": 0.0851,
"step": 460
},
{
"epoch": 1.06,
"learning_rate": 8.939051918735893e-05,
"loss": 0.0788,
"step": 470
},
{
"epoch": 1.08,
"learning_rate": 8.91647855530474e-05,
"loss": 0.083,
"step": 480
},
{
"epoch": 1.11,
"learning_rate": 8.89390519187359e-05,
"loss": 0.0823,
"step": 490
},
{
"epoch": 1.13,
"learning_rate": 8.871331828442439e-05,
"loss": 0.0853,
"step": 500
},
{
"epoch": 1.13,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08377581834793091,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6488065782556061,
"eval_runtime": 2.2005,
"eval_samples_per_second": 84.524,
"eval_steps_per_second": 5.453,
"step": 500
},
{
"epoch": 1.15,
"learning_rate": 8.848758465011288e-05,
"loss": 0.0827,
"step": 510
},
{
"epoch": 1.17,
"learning_rate": 8.826185101580135e-05,
"loss": 0.0753,
"step": 520
},
{
"epoch": 1.2,
"learning_rate": 8.803611738148985e-05,
"loss": 0.0823,
"step": 530
},
{
"epoch": 1.22,
"learning_rate": 8.781038374717834e-05,
"loss": 0.0811,
"step": 540
},
{
"epoch": 1.24,
"learning_rate": 8.758465011286681e-05,
"loss": 0.0825,
"step": 550
},
{
"epoch": 1.26,
"learning_rate": 8.73589164785553e-05,
"loss": 0.0848,
"step": 560
},
{
"epoch": 1.29,
"learning_rate": 8.71331828442438e-05,
"loss": 0.0871,
"step": 570
},
{
"epoch": 1.31,
"learning_rate": 8.690744920993227e-05,
"loss": 0.0807,
"step": 580
},
{
"epoch": 1.33,
"learning_rate": 8.668171557562076e-05,
"loss": 0.0781,
"step": 590
},
{
"epoch": 1.35,
"learning_rate": 8.645598194130925e-05,
"loss": 0.0812,
"step": 600
},
{
"epoch": 1.35,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08219148218631744,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6788379312590687,
"eval_runtime": 2.0981,
"eval_samples_per_second": 88.65,
"eval_steps_per_second": 5.719,
"step": 600
},
{
"epoch": 1.38,
"learning_rate": 8.623024830699775e-05,
"loss": 0.0807,
"step": 610
},
{
"epoch": 1.4,
"learning_rate": 8.600451467268624e-05,
"loss": 0.0771,
"step": 620
},
{
"epoch": 1.42,
"learning_rate": 8.577878103837473e-05,
"loss": 0.0789,
"step": 630
},
{
"epoch": 1.44,
"learning_rate": 8.555304740406322e-05,
"loss": 0.0826,
"step": 640
},
{
"epoch": 1.47,
"learning_rate": 8.53273137697517e-05,
"loss": 0.0816,
"step": 650
},
{
"epoch": 1.49,
"learning_rate": 8.510158013544019e-05,
"loss": 0.0813,
"step": 660
},
{
"epoch": 1.51,
"learning_rate": 8.487584650112868e-05,
"loss": 0.0811,
"step": 670
},
{
"epoch": 1.53,
"learning_rate": 8.465011286681715e-05,
"loss": 0.0803,
"step": 680
},
{
"epoch": 1.56,
"learning_rate": 8.442437923250564e-05,
"loss": 0.0866,
"step": 690
},
{
"epoch": 1.58,
"learning_rate": 8.419864559819414e-05,
"loss": 0.0786,
"step": 700
},
{
"epoch": 1.58,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08220940083265305,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6817703720663841,
"eval_runtime": 2.081,
"eval_samples_per_second": 89.38,
"eval_steps_per_second": 5.766,
"step": 700
},
{
"epoch": 1.6,
"learning_rate": 8.397291196388263e-05,
"loss": 0.0798,
"step": 710
},
{
"epoch": 1.63,
"learning_rate": 8.37471783295711e-05,
"loss": 0.0826,
"step": 720
},
{
"epoch": 1.65,
"learning_rate": 8.35214446952596e-05,
"loss": 0.0816,
"step": 730
},
{
"epoch": 1.67,
"learning_rate": 8.329571106094809e-05,
"loss": 0.0815,
"step": 740
},
{
"epoch": 1.69,
"learning_rate": 8.306997742663656e-05,
"loss": 0.0828,
"step": 750
},
{
"epoch": 1.72,
"learning_rate": 8.284424379232505e-05,
"loss": 0.0761,
"step": 760
},
{
"epoch": 1.74,
"learning_rate": 8.261851015801354e-05,
"loss": 0.088,
"step": 770
},
{
"epoch": 1.76,
"learning_rate": 8.239277652370204e-05,
"loss": 0.074,
"step": 780
},
{
"epoch": 1.78,
"learning_rate": 8.216704288939053e-05,
"loss": 0.0848,
"step": 790
},
{
"epoch": 1.81,
"learning_rate": 8.194130925507902e-05,
"loss": 0.081,
"step": 800
},
{
"epoch": 1.81,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08278104662895203,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6632475420171875,
"eval_runtime": 2.1218,
"eval_samples_per_second": 87.663,
"eval_steps_per_second": 5.656,
"step": 800
},
{
"epoch": 1.83,
"learning_rate": 8.17155756207675e-05,
"loss": 0.0734,
"step": 810
},
{
"epoch": 1.85,
"learning_rate": 8.148984198645599e-05,
"loss": 0.0814,
"step": 820
},
{
"epoch": 1.87,
"learning_rate": 8.126410835214448e-05,
"loss": 0.0817,
"step": 830
},
{
"epoch": 1.9,
"learning_rate": 8.103837471783297e-05,
"loss": 0.0781,
"step": 840
},
{
"epoch": 1.92,
"learning_rate": 8.081264108352144e-05,
"loss": 0.074,
"step": 850
},
{
"epoch": 1.94,
"learning_rate": 8.058690744920994e-05,
"loss": 0.084,
"step": 860
},
{
"epoch": 1.96,
"learning_rate": 8.036117381489843e-05,
"loss": 0.0831,
"step": 870
},
{
"epoch": 1.99,
"learning_rate": 8.01354401805869e-05,
"loss": 0.0822,
"step": 880
},
{
"epoch": 2.01,
"learning_rate": 7.99097065462754e-05,
"loss": 0.0769,
"step": 890
},
{
"epoch": 2.03,
"learning_rate": 7.968397291196389e-05,
"loss": 0.0827,
"step": 900
},
{
"epoch": 2.03,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08223988860845566,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6819600545479816,
"eval_runtime": 2.088,
"eval_samples_per_second": 89.078,
"eval_steps_per_second": 5.747,
"step": 900
},
{
"epoch": 2.05,
"learning_rate": 7.945823927765236e-05,
"loss": 0.0764,
"step": 910
},
{
"epoch": 2.08,
"learning_rate": 7.923250564334085e-05,
"loss": 0.084,
"step": 920
},
{
"epoch": 2.1,
"learning_rate": 7.900677200902934e-05,
"loss": 0.0823,
"step": 930
},
{
"epoch": 2.12,
"learning_rate": 7.878103837471784e-05,
"loss": 0.0767,
"step": 940
},
{
"epoch": 2.14,
"learning_rate": 7.855530474040633e-05,
"loss": 0.0803,
"step": 950
},
{
"epoch": 2.17,
"learning_rate": 7.832957110609482e-05,
"loss": 0.0799,
"step": 960
},
{
"epoch": 2.19,
"learning_rate": 7.810383747178331e-05,
"loss": 0.0811,
"step": 970
},
{
"epoch": 2.21,
"learning_rate": 7.787810383747179e-05,
"loss": 0.0858,
"step": 980
},
{
"epoch": 2.23,
"learning_rate": 7.765237020316028e-05,
"loss": 0.081,
"step": 990
},
{
"epoch": 2.26,
"learning_rate": 7.742663656884877e-05,
"loss": 0.0783,
"step": 1000
},
{
"epoch": 2.26,
"eval_accuracy": 0.9831182795698925,
"eval_f1": 0.07647058823529411,
"eval_loss": 0.08187016099691391,
"eval_precision": 0.9285714285714286,
"eval_recall": 0.03987730061349693,
"eval_roc_auc_score": 0.6911338883028688,
"eval_runtime": 2.0861,
"eval_samples_per_second": 89.164,
"eval_steps_per_second": 5.752,
"step": 1000
}
],
"max_steps": 4430,
"num_train_epochs": 10,
"total_flos": 4240426445832192.0,
"trial_name": null,
"trial_params": null
}