zabanshenas-roberta-base-mix / trainer_state.json
m3hrdadfi's picture
Hello zabanshenas
a8a053b
raw history blame
No virus
7.64 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"global_step": 95214,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.12,
"learning_rate": 3e-05,
"loss": 2.2074,
"step": 5000
},
{
"epoch": 0.12,
"eval_accuracy": 0.6701050400733948,
"eval_loss": 1.3863972425460815,
"eval_runtime": 1030.5845,
"eval_samples_per_second": 109.496,
"eval_steps_per_second": 9.125,
"step": 5000
},
{
"epoch": 0.24,
"learning_rate": 2.877048978688162e-05,
"loss": 1.2979,
"step": 10000
},
{
"epoch": 0.24,
"eval_accuracy": 0.7089281678199768,
"eval_loss": 1.1698851585388184,
"eval_runtime": 1023.3048,
"eval_samples_per_second": 110.275,
"eval_steps_per_second": 9.19,
"step": 10000
},
{
"epoch": 0.35,
"learning_rate": 2.7540979573763234e-05,
"loss": 1.1725,
"step": 15000
},
{
"epoch": 0.35,
"eval_accuracy": 0.723913311958313,
"eval_loss": 1.0914552211761475,
"eval_runtime": 1021.0004,
"eval_samples_per_second": 110.524,
"eval_steps_per_second": 9.211,
"step": 15000
},
{
"epoch": 0.47,
"learning_rate": 2.6311223360202048e-05,
"loss": 1.1066,
"step": 20000
},
{
"epoch": 0.47,
"eval_accuracy": 0.7364969849586487,
"eval_loss": 1.0439897775650024,
"eval_runtime": 1023.0505,
"eval_samples_per_second": 110.302,
"eval_steps_per_second": 9.192,
"step": 20000
},
{
"epoch": 0.79,
"learning_rate": 2.3351475380761303e-05,
"loss": 1.0399,
"step": 25000
},
{
"epoch": 0.79,
"eval_accuracy": 0.7490540146827698,
"eval_loss": 0.9834885001182556,
"eval_runtime": 1112.3584,
"eval_samples_per_second": 101.447,
"eval_steps_per_second": 6.341,
"step": 25000
},
{
"epoch": 0.95,
"learning_rate": 2.1689427361606846e-05,
"loss": 1.0012,
"step": 30000
},
{
"epoch": 0.95,
"eval_accuracy": 0.7581638693809509,
"eval_loss": 0.9408503770828247,
"eval_runtime": 1113.6514,
"eval_samples_per_second": 101.329,
"eval_steps_per_second": 6.333,
"step": 30000
},
{
"epoch": 1.1,
"learning_rate": 2.0027046799831514e-05,
"loss": 0.8971,
"step": 35000
},
{
"epoch": 1.1,
"eval_accuracy": 0.7663254737854004,
"eval_loss": 0.9190825819969177,
"eval_runtime": 1114.1162,
"eval_samples_per_second": 101.287,
"eval_steps_per_second": 6.331,
"step": 35000
},
{
"epoch": 1.26,
"learning_rate": 1.8364998780677056e-05,
"loss": 0.8405,
"step": 40000
},
{
"epoch": 1.26,
"eval_accuracy": 0.7693473100662231,
"eval_loss": 0.9057066440582275,
"eval_runtime": 1056.7123,
"eval_samples_per_second": 106.789,
"eval_steps_per_second": 6.674,
"step": 40000
},
{
"epoch": 1.42,
"learning_rate": 1.6702950761522602e-05,
"loss": 0.834,
"step": 45000
},
{
"epoch": 1.42,
"eval_accuracy": 0.775940477848053,
"eval_loss": 0.8832579851150513,
"eval_runtime": 1059.1014,
"eval_samples_per_second": 106.548,
"eval_steps_per_second": 6.659,
"step": 45000
},
{
"epoch": 1.58,
"learning_rate": 1.5040570199747268e-05,
"loss": 0.8212,
"step": 50000
},
{
"epoch": 1.58,
"eval_accuracy": 0.7792636156082153,
"eval_loss": 0.866415798664093,
"eval_runtime": 1054.2119,
"eval_samples_per_second": 107.042,
"eval_steps_per_second": 6.69,
"step": 50000
},
{
"epoch": 1.73,
"learning_rate": 1.3378854723213692e-05,
"loss": 0.8133,
"step": 55000
},
{
"epoch": 1.73,
"eval_accuracy": 0.7830652594566345,
"eval_loss": 0.8482676148414612,
"eval_runtime": 1054.5931,
"eval_samples_per_second": 107.003,
"eval_steps_per_second": 6.688,
"step": 55000
},
{
"epoch": 1.89,
"learning_rate": 1.1716474161438358e-05,
"loss": 0.7947,
"step": 60000
},
{
"epoch": 1.89,
"eval_accuracy": 0.7862643599510193,
"eval_loss": 0.8344442844390869,
"eval_runtime": 1058.4611,
"eval_samples_per_second": 106.612,
"eval_steps_per_second": 6.663,
"step": 60000
},
{
"epoch": 2.05,
"learning_rate": 1.0054758684904782e-05,
"loss": 0.7446,
"step": 65000
},
{
"epoch": 2.05,
"eval_accuracy": 0.7890114784240723,
"eval_loss": 0.8323635458946228,
"eval_runtime": 1054.4779,
"eval_samples_per_second": 107.015,
"eval_steps_per_second": 6.689,
"step": 65000
},
{
"epoch": 2.21,
"learning_rate": 8.392378123129448e-06,
"loss": 0.6463,
"step": 70000
},
{
"epoch": 2.21,
"eval_accuracy": 0.7913243770599365,
"eval_loss": 0.8241144418716431,
"eval_runtime": 1057.5768,
"eval_samples_per_second": 106.701,
"eval_steps_per_second": 6.669,
"step": 70000
},
{
"epoch": 2.36,
"learning_rate": 6.7306626465958724e-06,
"loss": 0.6461,
"step": 75000
},
{
"epoch": 2.36,
"eval_accuracy": 0.792999267578125,
"eval_loss": 0.8187506794929504,
"eval_runtime": 1055.2791,
"eval_samples_per_second": 106.934,
"eval_steps_per_second": 6.684,
"step": 75000
},
{
"epoch": 2.52,
"learning_rate": 5.068282084820538e-06,
"loss": 0.6403,
"step": 80000
},
{
"epoch": 2.52,
"eval_accuracy": 0.7952146530151367,
"eval_loss": 0.8096941709518433,
"eval_runtime": 1058.933,
"eval_samples_per_second": 106.565,
"eval_steps_per_second": 6.66,
"step": 80000
},
{
"epoch": 2.68,
"learning_rate": 3.406566608286962e-06,
"loss": 0.6294,
"step": 85000
},
{
"epoch": 2.68,
"eval_accuracy": 0.7971464991569519,
"eval_loss": 0.8044777512550354,
"eval_runtime": 1078.5713,
"eval_samples_per_second": 104.625,
"eval_steps_per_second": 6.539,
"step": 85000
},
{
"epoch": 2.84,
"learning_rate": 1.744186046511628e-06,
"loss": 0.6198,
"step": 90000
},
{
"epoch": 2.84,
"eval_accuracy": 0.7985377907752991,
"eval_loss": 0.7970817685127258,
"eval_runtime": 1091.9096,
"eval_samples_per_second": 103.346,
"eval_steps_per_second": 6.459,
"step": 90000
},
{
"epoch": 2.99,
"learning_rate": 8.213802735717294e-08,
"loss": 0.6169,
"step": 95000
},
{
"epoch": 2.99,
"eval_accuracy": 0.7989366054534912,
"eval_loss": 0.794947624206543,
"eval_runtime": 1091.2301,
"eval_samples_per_second": 103.411,
"eval_steps_per_second": 6.463,
"step": 95000
},
{
"epoch": 3.0,
"step": 95214,
"total_flos": 2.918866335440248e+17,
"train_loss": 0.06961118817632395,
"train_runtime": 8353.1581,
"train_samples_per_second": 364.749,
"train_steps_per_second": 11.399
}
],
"max_steps": 95214,
"num_train_epochs": 3,
"total_flos": 2.918866335440248e+17,
"trial_name": null,
"trial_params": null
}