colerobertson's picture
Training in progress, epoch 1
7430914 verified
{
"best_metric": 0.7326732673267327,
"best_model_checkpoint": "distilhubert-finetuned-not-a-word2/run-7/checkpoint-8",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 80,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.62,
"grad_norm": 0.9305598735809326,
"learning_rate": 1.0388926727261681e-05,
"loss": 0.6973,
"step": 5
},
{
"epoch": 1.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.68402099609375,
"eval_runtime": 1.3601,
"eval_samples_per_second": 47.054,
"eval_steps_per_second": 5.882,
"step": 8
},
{
"epoch": 1.25,
"grad_norm": 1.470983624458313,
"learning_rate": 1.6160552686851503e-05,
"loss": 0.6748,
"step": 10
},
{
"epoch": 1.88,
"grad_norm": 0.3902422785758972,
"learning_rate": 1.5006227494933539e-05,
"loss": 0.6423,
"step": 15
},
{
"epoch": 2.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.6836051940917969,
"eval_runtime": 1.3646,
"eval_samples_per_second": 46.9,
"eval_steps_per_second": 5.863,
"step": 16
},
{
"epoch": 2.5,
"grad_norm": 0.4280204772949219,
"learning_rate": 1.3851902303015575e-05,
"loss": 0.6311,
"step": 20
},
{
"epoch": 3.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.6989364624023438,
"eval_runtime": 1.3707,
"eval_samples_per_second": 46.693,
"eval_steps_per_second": 5.837,
"step": 24
},
{
"epoch": 3.12,
"grad_norm": 0.3204731047153473,
"learning_rate": 1.269757711109761e-05,
"loss": 0.5902,
"step": 25
},
{
"epoch": 3.75,
"grad_norm": 0.26261427998542786,
"learning_rate": 1.1543251919179645e-05,
"loss": 0.5967,
"step": 30
},
{
"epoch": 4.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7159881591796875,
"eval_runtime": 1.3893,
"eval_samples_per_second": 46.065,
"eval_steps_per_second": 5.758,
"step": 32
},
{
"epoch": 4.38,
"grad_norm": 0.611359179019928,
"learning_rate": 1.0388926727261681e-05,
"loss": 0.6029,
"step": 35
},
{
"epoch": 5.0,
"grad_norm": 0.3782584071159363,
"learning_rate": 9.234601535343717e-06,
"loss": 0.5986,
"step": 40
},
{
"epoch": 5.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7192001342773438,
"eval_runtime": 1.3984,
"eval_samples_per_second": 45.766,
"eval_steps_per_second": 5.721,
"step": 40
},
{
"epoch": 5.62,
"grad_norm": 0.8225945234298706,
"learning_rate": 8.080276343425752e-06,
"loss": 0.6027,
"step": 45
},
{
"epoch": 6.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7113037109375,
"eval_runtime": 1.3638,
"eval_samples_per_second": 46.927,
"eval_steps_per_second": 5.866,
"step": 48
},
{
"epoch": 6.25,
"grad_norm": 0.4112108051776886,
"learning_rate": 6.9259511515077876e-06,
"loss": 0.5633,
"step": 50
},
{
"epoch": 6.88,
"grad_norm": 0.43113499879837036,
"learning_rate": 5.771625959589823e-06,
"loss": 0.6274,
"step": 55
},
{
"epoch": 7.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7047462463378906,
"eval_runtime": 1.3741,
"eval_samples_per_second": 46.577,
"eval_steps_per_second": 5.822,
"step": 56
},
{
"epoch": 7.5,
"grad_norm": 0.7747747302055359,
"learning_rate": 4.617300767671859e-06,
"loss": 0.5591,
"step": 60
},
{
"epoch": 8.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.70208740234375,
"eval_runtime": 1.3676,
"eval_samples_per_second": 46.799,
"eval_steps_per_second": 5.85,
"step": 64
},
{
"epoch": 8.12,
"grad_norm": 0.4591865837574005,
"learning_rate": 3.4629755757538938e-06,
"loss": 0.5763,
"step": 65
},
{
"epoch": 8.75,
"grad_norm": 0.6979279518127441,
"learning_rate": 2.3086503838359293e-06,
"loss": 0.5406,
"step": 70
},
{
"epoch": 9.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7020683288574219,
"eval_runtime": 1.37,
"eval_samples_per_second": 46.716,
"eval_steps_per_second": 5.84,
"step": 72
},
{
"epoch": 9.38,
"grad_norm": 0.3886575698852539,
"learning_rate": 1.1543251919179647e-06,
"loss": 0.5971,
"step": 75
},
{
"epoch": 10.0,
"grad_norm": 0.48529914021492004,
"learning_rate": 0.0,
"loss": 0.6026,
"step": 80
},
{
"epoch": 10.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.7013587951660156,
"eval_runtime": 1.3618,
"eval_samples_per_second": 46.998,
"eval_steps_per_second": 5.875,
"step": 80
}
],
"logging_steps": 5,
"max_steps": 80,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1.0210264286168832e+16,
"train_batch_size": 24,
"trial_name": null,
"trial_params": {
"learning_rate": 1.662228276361869e-05,
"per_device_train_batch_size": 24
}
}