cvapict's picture
End of training
f52379d verified
{
"best_metric": 0.6307053941908713,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-qtr0udgj/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": 2.049558639526367,
"learning_rate": 8.243172962606281e-06,
"loss": 0.663,
"step": 10
},
{
"epoch": 0.2,
"grad_norm": 1.8758213520050049,
"learning_rate": 7.809321754048056e-06,
"loss": 0.5872,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 1.6676493883132935,
"learning_rate": 7.375470545489831e-06,
"loss": 0.5806,
"step": 30
},
{
"epoch": 0.4,
"grad_norm": 2.160999298095703,
"learning_rate": 6.941619336931606e-06,
"loss": 0.5375,
"step": 40
},
{
"epoch": 0.5,
"grad_norm": 3.5581603050231934,
"learning_rate": 6.507768128373381e-06,
"loss": 0.5219,
"step": 50
},
{
"epoch": 0.6,
"grad_norm": 3.43050479888916,
"learning_rate": 6.0739169198151545e-06,
"loss": 0.4933,
"step": 60
},
{
"epoch": 0.7,
"grad_norm": 3.4380669593811035,
"learning_rate": 5.64006571125693e-06,
"loss": 0.4417,
"step": 70
},
{
"epoch": 0.8,
"grad_norm": 3.310192823410034,
"learning_rate": 5.2062145026987045e-06,
"loss": 0.484,
"step": 80
},
{
"epoch": 0.9,
"grad_norm": 5.5063323974609375,
"learning_rate": 4.772363294140479e-06,
"loss": 0.5157,
"step": 90
},
{
"epoch": 1.0,
"grad_norm": 2.589657783508301,
"learning_rate": 4.3385120855822536e-06,
"loss": 0.4096,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy": 0.755,
"eval_f1": 0.5882352941176471,
"eval_loss": 0.4866395890712738,
"eval_precision": 0.6086956521739131,
"eval_recall": 0.5691056910569106,
"eval_runtime": 1.5211,
"eval_samples_per_second": 262.961,
"eval_steps_per_second": 16.435,
"step": 100
},
{
"epoch": 1.1,
"grad_norm": 3.2699267864227295,
"learning_rate": 3.904660877024028e-06,
"loss": 0.4491,
"step": 110
},
{
"epoch": 1.2,
"grad_norm": 3.8382904529571533,
"learning_rate": 3.470809668465803e-06,
"loss": 0.4236,
"step": 120
},
{
"epoch": 1.3,
"grad_norm": 3.1422176361083984,
"learning_rate": 3.0369584599075772e-06,
"loss": 0.4383,
"step": 130
},
{
"epoch": 1.4,
"grad_norm": 2.356064558029175,
"learning_rate": 2.6031072513493522e-06,
"loss": 0.4434,
"step": 140
},
{
"epoch": 1.5,
"grad_norm": 3.1500184535980225,
"learning_rate": 2.1692560427911268e-06,
"loss": 0.3509,
"step": 150
},
{
"epoch": 1.6,
"grad_norm": 2.9784765243530273,
"learning_rate": 1.7354048342329016e-06,
"loss": 0.4451,
"step": 160
},
{
"epoch": 1.7,
"grad_norm": 8.244532585144043,
"learning_rate": 1.3015536256746761e-06,
"loss": 0.381,
"step": 170
},
{
"epoch": 1.8,
"grad_norm": 8.15170669555664,
"learning_rate": 8.677024171164508e-07,
"loss": 0.4256,
"step": 180
},
{
"epoch": 1.9,
"grad_norm": 3.7399942874908447,
"learning_rate": 4.338512085582254e-07,
"loss": 0.3909,
"step": 190
},
{
"epoch": 2.0,
"grad_norm": 3.0128397941589355,
"learning_rate": 0.0,
"loss": 0.3897,
"step": 200
},
{
"epoch": 2.0,
"eval_accuracy": 0.7775,
"eval_f1": 0.6307053941908713,
"eval_loss": 0.4450126588344574,
"eval_precision": 0.6440677966101694,
"eval_recall": 0.6178861788617886,
"eval_runtime": 1.5626,
"eval_samples_per_second": 255.985,
"eval_steps_per_second": 15.999,
"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": 8.677024171164507e-06,
"metric": "eval/loss",
"num_train_epochs": 2,
"per_device_train_batch_size": 16,
"seed": 37
}
}