nace2_level1_25 / trainer_state.json
mapama247's picture
upload nace2_level1_25 model
a6f9d72
{
"best_metric": 0.9506395189108336,
"best_model_checkpoint": "./output//25_roberta-large_nace_5__5e-6_0.01_0.06_07-21-22_10-40/checkpoint-54000",
"epoch": 3.01255230125523,
"global_step": 54000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.11,
"learning_rate": 1.8594272963927112e-06,
"loss": 0.2318,
"step": 2000
},
{
"epoch": 0.11,
"eval_accuracy": 0.876702441473671,
"eval_f1": 0.90677030703459,
"eval_loss": 0.08175961673259735,
"eval_roc_auc": 0.9387159436934914,
"eval_runtime": 942.0949,
"eval_samples_per_second": 33.825,
"step": 2000
},
{
"epoch": 0.22,
"learning_rate": 3.7188545927854224e-06,
"loss": 0.0732,
"step": 4000
},
{
"epoch": 0.22,
"eval_accuracy": 0.8966296366032762,
"eval_f1": 0.9234467455621302,
"eval_loss": 0.060932476073503494,
"eval_roc_auc": 0.9514088251746582,
"eval_runtime": 942.3301,
"eval_samples_per_second": 33.816,
"step": 4000
},
{
"epoch": 0.33,
"learning_rate": 4.963084738922455e-06,
"loss": 0.0584,
"step": 6000
},
{
"epoch": 0.33,
"eval_accuracy": 0.8969434506998054,
"eval_f1": 0.9278133577310156,
"eval_loss": 0.05285193771123886,
"eval_roc_auc": 0.9578889777085196,
"eval_runtime": 943.2116,
"eval_samples_per_second": 33.785,
"step": 6000
},
{
"epoch": 0.45,
"learning_rate": 4.844386150248674e-06,
"loss": 0.0521,
"step": 8000
},
{
"epoch": 0.45,
"eval_accuracy": 0.9035649281365719,
"eval_f1": 0.931070919922204,
"eval_loss": 0.049892134964466095,
"eval_roc_auc": 0.9581022789802229,
"eval_runtime": 943.267,
"eval_samples_per_second": 33.783,
"step": 8000
},
{
"epoch": 0.56,
"learning_rate": 4.7256875615748935e-06,
"loss": 0.0488,
"step": 10000
},
{
"epoch": 0.56,
"eval_accuracy": 0.9092449632837507,
"eval_f1": 0.9369276016030965,
"eval_loss": 0.046968165785074234,
"eval_roc_auc": 0.9633660743801509,
"eval_runtime": 943.3238,
"eval_samples_per_second": 33.781,
"step": 10000
},
{
"epoch": 0.67,
"learning_rate": 4.606988972901112e-06,
"loss": 0.0469,
"step": 12000
},
{
"epoch": 0.67,
"eval_accuracy": 0.913512834996548,
"eval_f1": 0.941321897843637,
"eval_loss": 0.04364275932312012,
"eval_roc_auc": 0.9653120464218385,
"eval_runtime": 943.108,
"eval_samples_per_second": 33.788,
"step": 12000
},
{
"epoch": 0.78,
"learning_rate": 4.4882903842273315e-06,
"loss": 0.0447,
"step": 14000
},
{
"epoch": 0.78,
"eval_accuracy": 0.9181886650348333,
"eval_f1": 0.9415976522286926,
"eval_loss": 0.04153330251574516,
"eval_roc_auc": 0.9628170726293566,
"eval_runtime": 943.4861,
"eval_samples_per_second": 33.775,
"step": 14000
},
{
"epoch": 0.89,
"learning_rate": 4.369591795553551e-06,
"loss": 0.0444,
"step": 16000
},
{
"epoch": 0.89,
"eval_accuracy": 0.9147994727923179,
"eval_f1": 0.9419169981558534,
"eval_loss": 0.042323991656303406,
"eval_roc_auc": 0.9661668065711105,
"eval_runtime": 943.053,
"eval_samples_per_second": 33.79,
"step": 16000
},
{
"epoch": 1.0,
"learning_rate": 4.25089320687977e-06,
"loss": 0.0428,
"step": 18000
},
{
"epoch": 1.0,
"eval_accuracy": 0.92073055921672,
"eval_f1": 0.945392908407904,
"eval_loss": 0.040571972727775574,
"eval_roc_auc": 0.967396285229951,
"eval_runtime": 943.6862,
"eval_samples_per_second": 33.768,
"step": 18000
},
{
"epoch": 1.12,
"learning_rate": 4.13219461820599e-06,
"loss": 0.038,
"step": 20000
},
{
"epoch": 1.12,
"eval_accuracy": 0.9201343124333144,
"eval_f1": 0.9434847253943194,
"eval_loss": 0.04074249416589737,
"eval_roc_auc": 0.9648247119998007,
"eval_runtime": 943.7404,
"eval_samples_per_second": 33.766,
"step": 20000
},
{
"epoch": 1.23,
"learning_rate": 4.013496029532209e-06,
"loss": 0.0365,
"step": 22000
},
{
"epoch": 1.23,
"eval_accuracy": 0.9186280047699743,
"eval_f1": 0.9448325191374088,
"eval_loss": 0.04050755128264427,
"eval_roc_auc": 0.968414370803744,
"eval_runtime": 944.2502,
"eval_samples_per_second": 33.747,
"step": 22000
},
{
"epoch": 1.34,
"learning_rate": 3.8947974408584285e-06,
"loss": 0.0363,
"step": 24000
},
{
"epoch": 1.34,
"eval_accuracy": 0.9201343124333144,
"eval_f1": 0.9443637975031708,
"eval_loss": 0.0401209257543087,
"eval_roc_auc": 0.9665495515278828,
"eval_runtime": 943.3154,
"eval_samples_per_second": 33.781,
"step": 24000
},
{
"epoch": 1.45,
"learning_rate": 3.7760988521846475e-06,
"loss": 0.0369,
"step": 26000
},
{
"epoch": 1.45,
"eval_accuracy": 0.9228331136634658,
"eval_f1": 0.9453032652246665,
"eval_loss": 0.03975052386522293,
"eval_roc_auc": 0.9652725030917011,
"eval_runtime": 943.3891,
"eval_samples_per_second": 33.778,
"step": 26000
},
{
"epoch": 1.56,
"learning_rate": 3.6574002635108673e-06,
"loss": 0.0367,
"step": 28000
},
{
"epoch": 1.56,
"eval_accuracy": 0.924308039917153,
"eval_f1": 0.9483727178359894,
"eval_loss": 0.03769804537296295,
"eval_roc_auc": 0.9692338448531075,
"eval_runtime": 943.731,
"eval_samples_per_second": 33.766,
"step": 28000
},
{
"epoch": 1.67,
"learning_rate": 3.5387016748370867e-06,
"loss": 0.0357,
"step": 30000
},
{
"epoch": 1.67,
"eval_accuracy": 0.9256888219418816,
"eval_f1": 0.9485330073349634,
"eval_loss": 0.03771040216088295,
"eval_roc_auc": 0.9689151700049551,
"eval_runtime": 943.5531,
"eval_samples_per_second": 33.772,
"step": 30000
},
{
"epoch": 1.79,
"learning_rate": 3.420003086163306e-06,
"loss": 0.0353,
"step": 32000
},
{
"epoch": 1.79,
"eval_accuracy": 0.9218289085545722,
"eval_f1": 0.945624456015514,
"eval_loss": 0.03922228887677193,
"eval_roc_auc": 0.9675467885174716,
"eval_runtime": 943.7902,
"eval_samples_per_second": 33.764,
"step": 32000
},
{
"epoch": 1.9,
"learning_rate": 3.3013044974895255e-06,
"loss": 0.0361,
"step": 34000
},
{
"epoch": 1.9,
"eval_accuracy": 0.9247159982426411,
"eval_f1": 0.9477583383080007,
"eval_loss": 0.03780689090490341,
"eval_roc_auc": 0.9678151508441292,
"eval_runtime": 943.8287,
"eval_samples_per_second": 33.762,
"step": 34000
},
{
"epoch": 2.01,
"learning_rate": 3.1826059088157445e-06,
"loss": 0.0352,
"step": 36000
},
{
"epoch": 2.01,
"eval_accuracy": 0.9262536873156342,
"eval_f1": 0.9494783086216365,
"eval_loss": 0.03738059848546982,
"eval_roc_auc": 0.970156686689613,
"eval_runtime": 944.0794,
"eval_samples_per_second": 33.754,
"step": 36000
},
{
"epoch": 2.12,
"learning_rate": 3.063907320141964e-06,
"loss": 0.0304,
"step": 38000
},
{
"epoch": 2.12,
"eval_accuracy": 0.9259084918094521,
"eval_f1": 0.948512218605291,
"eval_loss": 0.03789151459932327,
"eval_roc_auc": 0.9688610378201717,
"eval_runtime": 943.994,
"eval_samples_per_second": 33.757,
"step": 38000
},
{
"epoch": 2.23,
"learning_rate": 2.9452087314681833e-06,
"loss": 0.03,
"step": 40000
},
{
"epoch": 2.23,
"eval_accuracy": 0.9245904726040294,
"eval_f1": 0.9488459898909932,
"eval_loss": 0.03766411170363426,
"eval_roc_auc": 0.9705674249639594,
"eval_runtime": 943.9278,
"eval_samples_per_second": 33.759,
"step": 40000
},
{
"epoch": 2.34,
"learning_rate": 2.8265101427944027e-06,
"loss": 0.0293,
"step": 42000
},
{
"epoch": 2.34,
"eval_accuracy": 0.9265675014121635,
"eval_f1": 0.9496503709571762,
"eval_loss": 0.03824329748749733,
"eval_roc_auc": 0.9707690753304716,
"eval_runtime": 943.7438,
"eval_samples_per_second": 33.766,
"step": 42000
},
{
"epoch": 2.45,
"learning_rate": 2.7078115541206216e-06,
"loss": 0.0295,
"step": 44000
},
{
"epoch": 2.45,
"eval_accuracy": 0.9280110462561978,
"eval_f1": 0.9498280736608847,
"eval_loss": 0.03822626546025276,
"eval_roc_auc": 0.9696253499219528,
"eval_runtime": 944.0868,
"eval_samples_per_second": 33.753,
"step": 44000
},
{
"epoch": 2.57,
"learning_rate": 2.589112965446841e-06,
"loss": 0.0293,
"step": 46000
},
{
"epoch": 2.57,
"eval_accuracy": 0.9273520366534864,
"eval_f1": 0.950136518250736,
"eval_loss": 0.0382731668651104,
"eval_roc_auc": 0.9705518129264687,
"eval_runtime": 944.2173,
"eval_samples_per_second": 33.749,
"step": 46000
},
{
"epoch": 2.68,
"learning_rate": 2.4704143767730604e-06,
"loss": 0.0289,
"step": 48000
},
{
"epoch": 2.68,
"eval_accuracy": 0.9288583443168267,
"eval_f1": 0.9496914100188371,
"eval_loss": 0.038598936051130295,
"eval_roc_auc": 0.9687129340225382,
"eval_runtime": 943.702,
"eval_samples_per_second": 33.767,
"step": 48000
},
{
"epoch": 2.79,
"learning_rate": 2.35171578809928e-06,
"loss": 0.0298,
"step": 50000
},
{
"epoch": 2.79,
"eval_accuracy": 0.9273206552438336,
"eval_f1": 0.9502127205355373,
"eval_loss": 0.037168510258197784,
"eval_roc_auc": 0.9707164609217411,
"eval_runtime": 943.7733,
"eval_samples_per_second": 33.764,
"step": 50000
},
{
"epoch": 2.9,
"learning_rate": 2.233017199425499e-06,
"loss": 0.0287,
"step": 52000
},
{
"epoch": 2.9,
"eval_accuracy": 0.9278855206175861,
"eval_f1": 0.950306102196913,
"eval_loss": 0.03820985183119774,
"eval_roc_auc": 0.970297989008143,
"eval_runtime": 944.0102,
"eval_samples_per_second": 33.756,
"step": 52000
},
{
"epoch": 3.01,
"learning_rate": 2.1143186107517182e-06,
"loss": 0.0286,
"step": 54000
},
{
"epoch": 3.01,
"eval_accuracy": 0.9286072930396033,
"eval_f1": 0.9506395189108336,
"eval_loss": 0.03879757598042488,
"eval_roc_auc": 0.9705917028008494,
"eval_runtime": 943.6083,
"eval_samples_per_second": 33.77,
"step": 54000
}
],
"max_steps": 89625,
"num_train_epochs": 5,
"total_flos": 6.986708904362803e+16,
"trial_name": null,
"trial_params": null
}