cvapict's picture
End of training
f52379d verified
{
"best_metric": 0.823045267489712,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-ud8wy1bz/checkpoint-200",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 200,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"grad_norm": 2.0627684593200684,
"learning_rate": 5.8944331187986266e-05,
"loss": 0.5729,
"step": 10
},
{
"epoch": 0.2,
"grad_norm": 3.5791327953338623,
"learning_rate": 5.7945274727172945e-05,
"loss": 0.505,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 6.052925109863281,
"learning_rate": 5.694621826635961e-05,
"loss": 0.507,
"step": 30
},
{
"epoch": 0.4,
"grad_norm": 1.8351855278015137,
"learning_rate": 5.594716180554629e-05,
"loss": 0.4524,
"step": 40
},
{
"epoch": 0.5,
"grad_norm": 6.351097583770752,
"learning_rate": 5.494810534473296e-05,
"loss": 0.3062,
"step": 50
},
{
"epoch": 0.6,
"grad_norm": 1.3773590326309204,
"learning_rate": 5.394904888391964e-05,
"loss": 0.3473,
"step": 60
},
{
"epoch": 0.7,
"grad_norm": 3.009101629257202,
"learning_rate": 5.2949992423106304e-05,
"loss": 0.3905,
"step": 70
},
{
"epoch": 0.8,
"grad_norm": 3.680708646774292,
"learning_rate": 5.195093596229298e-05,
"loss": 0.3812,
"step": 80
},
{
"epoch": 0.9,
"grad_norm": 3.7381820678710938,
"learning_rate": 5.0951879501479655e-05,
"loss": 0.3667,
"step": 90
},
{
"epoch": 1.0,
"grad_norm": 4.209010124206543,
"learning_rate": 4.995282304066633e-05,
"loss": 0.2821,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy": 0.845,
"eval_f1": 0.693069306930693,
"eval_loss": 0.41840919852256775,
"eval_precision": 0.8860759493670886,
"eval_recall": 0.5691056910569106,
"eval_runtime": 1.5344,
"eval_samples_per_second": 260.687,
"eval_steps_per_second": 16.293,
"step": 100
},
{
"epoch": 1.1,
"grad_norm": 12.662829399108887,
"learning_rate": 4.8953766579853e-05,
"loss": 0.2514,
"step": 110
},
{
"epoch": 1.2,
"grad_norm": 4.311421871185303,
"learning_rate": 4.795471011903968e-05,
"loss": 0.2339,
"step": 120
},
{
"epoch": 1.3,
"grad_norm": 7.38905668258667,
"learning_rate": 4.695565365822635e-05,
"loss": 0.2277,
"step": 130
},
{
"epoch": 1.4,
"grad_norm": 2.4141809940338135,
"learning_rate": 4.595659719741303e-05,
"loss": 0.306,
"step": 140
},
{
"epoch": 1.5,
"grad_norm": 2.5219364166259766,
"learning_rate": 4.49575407365997e-05,
"loss": 0.2245,
"step": 150
},
{
"epoch": 1.6,
"grad_norm": 2.283900499343872,
"learning_rate": 4.3958484275786364e-05,
"loss": 0.2222,
"step": 160
},
{
"epoch": 1.7,
"grad_norm": 7.031118392944336,
"learning_rate": 4.295942781497304e-05,
"loss": 0.3507,
"step": 170
},
{
"epoch": 1.8,
"grad_norm": 3.3153152465820312,
"learning_rate": 4.1960371354159715e-05,
"loss": 0.305,
"step": 180
},
{
"epoch": 1.9,
"grad_norm": 5.0271315574646,
"learning_rate": 4.096131489334639e-05,
"loss": 0.2648,
"step": 190
},
{
"epoch": 2.0,
"grad_norm": 2.9085686206817627,
"learning_rate": 3.996225843253306e-05,
"loss": 0.1931,
"step": 200
},
{
"epoch": 2.0,
"eval_accuracy": 0.8925,
"eval_f1": 0.823045267489712,
"eval_loss": 0.30675894021987915,
"eval_precision": 0.8333333333333334,
"eval_recall": 0.8130081300813008,
"eval_runtime": 1.5679,
"eval_samples_per_second": 255.111,
"eval_steps_per_second": 15.944,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 600,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 423630740901888.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 5.9943387648799594e-05,
"metric": "eval/loss",
"num_train_epochs": 6,
"per_device_train_batch_size": 16,
"seed": 31
}
}