akkky02's picture
managed the repo
8f4e803
raw
history blame contribute delete
No virus
5.79 kB
{
"best_metric": 1.5984479188919067,
"best_model_checkpoint": "../../experiments_checkpoints/MAdAiLab/distilbert/distilbert_base_uncased_scotus/checkpoint-200",
"epoch": 3.0,
"eval_steps": 50,
"global_step": 237,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"grad_norm": 2.7217512130737305,
"learning_rate": 1.9156118143459917e-05,
"loss": 2.4003,
"step": 10
},
{
"epoch": 0.25,
"grad_norm": 2.063310384750366,
"learning_rate": 1.8312236286919833e-05,
"loss": 2.2082,
"step": 20
},
{
"epoch": 0.38,
"grad_norm": 1.5437555313110352,
"learning_rate": 1.746835443037975e-05,
"loss": 2.1492,
"step": 30
},
{
"epoch": 0.51,
"grad_norm": 1.9715864658355713,
"learning_rate": 1.662447257383966e-05,
"loss": 2.076,
"step": 40
},
{
"epoch": 0.63,
"grad_norm": 2.068974018096924,
"learning_rate": 1.578059071729958e-05,
"loss": 1.9785,
"step": 50
},
{
"epoch": 0.63,
"eval_accuracy": 0.39571428571428574,
"eval_f1_macro": 0.1007228498239773,
"eval_f1_micro": 0.39571428571428574,
"eval_loss": 1.9737688302993774,
"eval_runtime": 0.7432,
"eval_samples_per_second": 1883.664,
"eval_steps_per_second": 29.6,
"step": 50
},
{
"epoch": 0.76,
"grad_norm": 2.165163516998291,
"learning_rate": 1.4936708860759495e-05,
"loss": 1.9311,
"step": 60
},
{
"epoch": 0.89,
"grad_norm": 2.0208511352539062,
"learning_rate": 1.4092827004219412e-05,
"loss": 1.7853,
"step": 70
},
{
"epoch": 1.01,
"grad_norm": 2.3129401206970215,
"learning_rate": 1.3248945147679326e-05,
"loss": 1.8448,
"step": 80
},
{
"epoch": 1.14,
"grad_norm": 3.225861072540283,
"learning_rate": 1.240506329113924e-05,
"loss": 1.6705,
"step": 90
},
{
"epoch": 1.27,
"grad_norm": 2.632293939590454,
"learning_rate": 1.1561181434599158e-05,
"loss": 1.6121,
"step": 100
},
{
"epoch": 1.27,
"eval_accuracy": 0.48714285714285716,
"eval_f1_macro": 0.18153434278456468,
"eval_f1_micro": 0.48714285714285716,
"eval_loss": 1.7287405729293823,
"eval_runtime": 0.7378,
"eval_samples_per_second": 1897.481,
"eval_steps_per_second": 29.818,
"step": 100
},
{
"epoch": 1.39,
"grad_norm": 2.7373692989349365,
"learning_rate": 1.0717299578059072e-05,
"loss": 1.694,
"step": 110
},
{
"epoch": 1.52,
"grad_norm": 4.147618293762207,
"learning_rate": 9.87341772151899e-06,
"loss": 1.6588,
"step": 120
},
{
"epoch": 1.65,
"grad_norm": 2.533884286880493,
"learning_rate": 9.029535864978903e-06,
"loss": 1.6191,
"step": 130
},
{
"epoch": 1.77,
"grad_norm": 2.6445531845092773,
"learning_rate": 8.18565400843882e-06,
"loss": 1.5258,
"step": 140
},
{
"epoch": 1.9,
"grad_norm": 2.774038314819336,
"learning_rate": 7.341772151898735e-06,
"loss": 1.6415,
"step": 150
},
{
"epoch": 1.9,
"eval_accuracy": 0.5057142857142857,
"eval_f1_macro": 0.19889010501840287,
"eval_f1_micro": 0.5057142857142857,
"eval_loss": 1.6443278789520264,
"eval_runtime": 0.7425,
"eval_samples_per_second": 1885.397,
"eval_steps_per_second": 29.628,
"step": 150
},
{
"epoch": 2.03,
"grad_norm": 3.8844122886657715,
"learning_rate": 6.49789029535865e-06,
"loss": 1.5591,
"step": 160
},
{
"epoch": 2.15,
"grad_norm": 3.7135651111602783,
"learning_rate": 5.654008438818566e-06,
"loss": 1.4955,
"step": 170
},
{
"epoch": 2.28,
"grad_norm": 2.7151761054992676,
"learning_rate": 4.8101265822784815e-06,
"loss": 1.544,
"step": 180
},
{
"epoch": 2.41,
"grad_norm": 3.708754301071167,
"learning_rate": 3.9662447257383965e-06,
"loss": 1.4917,
"step": 190
},
{
"epoch": 2.53,
"grad_norm": 2.7288765907287598,
"learning_rate": 3.1223628691983127e-06,
"loss": 1.4786,
"step": 200
},
{
"epoch": 2.53,
"eval_accuracy": 0.5242857142857142,
"eval_f1_macro": 0.2442080274860101,
"eval_f1_micro": 0.5242857142857142,
"eval_loss": 1.5984479188919067,
"eval_runtime": 0.7477,
"eval_samples_per_second": 1872.513,
"eval_steps_per_second": 29.425,
"step": 200
},
{
"epoch": 2.66,
"grad_norm": 3.4662201404571533,
"learning_rate": 2.278481012658228e-06,
"loss": 1.4878,
"step": 210
},
{
"epoch": 2.78,
"grad_norm": 2.5271451473236084,
"learning_rate": 1.4345991561181436e-06,
"loss": 1.4375,
"step": 220
},
{
"epoch": 2.91,
"grad_norm": 3.117112159729004,
"learning_rate": 5.907172995780591e-07,
"loss": 1.4802,
"step": 230
},
{
"epoch": 3.0,
"step": 237,
"total_flos": 502414912258048.0,
"train_loss": 1.721195534814762,
"train_runtime": 30.5391,
"train_samples_per_second": 491.173,
"train_steps_per_second": 7.761
}
],
"logging_steps": 10,
"max_steps": 237,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 50,
"total_flos": 502414912258048.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}