cvapict's picture
End of training
f52379d verified
{
"best_metric": 0.8,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-fgzc4rms/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": 4.183725833892822,
"learning_rate": 7.142193434848993e-05,
"loss": 0.5543,
"step": 10
},
{
"epoch": 0.2,
"grad_norm": 4.510015964508057,
"learning_rate": 6.766288517225361e-05,
"loss": 0.553,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 4.04560661315918,
"learning_rate": 6.39038359960173e-05,
"loss": 0.4519,
"step": 30
},
{
"epoch": 0.4,
"grad_norm": 4.4942779541015625,
"learning_rate": 6.0144786819781e-05,
"loss": 0.42,
"step": 40
},
{
"epoch": 0.5,
"grad_norm": 7.81617546081543,
"learning_rate": 5.6385737643544685e-05,
"loss": 0.3636,
"step": 50
},
{
"epoch": 0.6,
"grad_norm": 8.769570350646973,
"learning_rate": 5.2626688467308364e-05,
"loss": 0.419,
"step": 60
},
{
"epoch": 0.7,
"grad_norm": 7.014673233032227,
"learning_rate": 4.886763929107206e-05,
"loss": 0.4041,
"step": 70
},
{
"epoch": 0.8,
"grad_norm": 4.402252674102783,
"learning_rate": 4.510859011483574e-05,
"loss": 0.3462,
"step": 80
},
{
"epoch": 0.9,
"grad_norm": 4.1924614906311035,
"learning_rate": 4.1349540938599435e-05,
"loss": 0.3413,
"step": 90
},
{
"epoch": 1.0,
"grad_norm": 8.328794479370117,
"learning_rate": 3.759049176236312e-05,
"loss": 0.3807,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy": 0.8525,
"eval_f1": 0.7064676616915423,
"eval_loss": 0.3551560342311859,
"eval_precision": 0.9102564102564102,
"eval_recall": 0.5772357723577236,
"eval_runtime": 1.5598,
"eval_samples_per_second": 256.449,
"eval_steps_per_second": 16.028,
"step": 100
},
{
"epoch": 1.1,
"grad_norm": 4.5000457763671875,
"learning_rate": 3.383144258612681e-05,
"loss": 0.2533,
"step": 110
},
{
"epoch": 1.2,
"grad_norm": 3.0154271125793457,
"learning_rate": 3.00723934098905e-05,
"loss": 0.2507,
"step": 120
},
{
"epoch": 1.3,
"grad_norm": 14.534327507019043,
"learning_rate": 2.6313344233654182e-05,
"loss": 0.2524,
"step": 130
},
{
"epoch": 1.4,
"grad_norm": 3.4240000247955322,
"learning_rate": 2.255429505741787e-05,
"loss": 0.2401,
"step": 140
},
{
"epoch": 1.5,
"grad_norm": 5.545469760894775,
"learning_rate": 1.879524588118156e-05,
"loss": 0.2283,
"step": 150
},
{
"epoch": 1.6,
"grad_norm": 9.40932559967041,
"learning_rate": 1.503619670494525e-05,
"loss": 0.3299,
"step": 160
},
{
"epoch": 1.7,
"grad_norm": 5.235571384429932,
"learning_rate": 1.1277147528708936e-05,
"loss": 0.2728,
"step": 170
},
{
"epoch": 1.8,
"grad_norm": 2.9379899501800537,
"learning_rate": 7.518098352472625e-06,
"loss": 0.2671,
"step": 180
},
{
"epoch": 1.9,
"grad_norm": 7.245594024658203,
"learning_rate": 3.7590491762363125e-06,
"loss": 0.2036,
"step": 190
},
{
"epoch": 2.0,
"grad_norm": 6.384284496307373,
"learning_rate": 0.0,
"loss": 0.2773,
"step": 200
},
{
"epoch": 2.0,
"eval_accuracy": 0.8775,
"eval_f1": 0.8,
"eval_loss": 0.31534862518310547,
"eval_precision": 0.8032786885245902,
"eval_recall": 0.7967479674796748,
"eval_runtime": 1.5751,
"eval_samples_per_second": 253.947,
"eval_steps_per_second": 15.872,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 423630740901888.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 7.518098352472624e-05,
"metric": "eval/loss",
"num_train_epochs": 2,
"per_device_train_batch_size": 16,
"seed": 22
}
}