deberta-v3-large-emotion / trainer_state.json
Elron's picture
Pushing deberta-v3-large-emotion to hub
a029410
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.0,
"global_step": 2040,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.49,
"learning_rate": 6.824120603015075e-06,
"loss": 1.2787,
"step": 100
},
{
"epoch": 0.49,
"eval_accuracy": 0.48663100600242615,
"eval_loss": 1.1127219200134277,
"eval_runtime": 2.143,
"eval_samples_per_second": 174.524,
"eval_steps_per_second": 11.199,
"step": 100
},
{
"epoch": 0.98,
"learning_rate": 6.472361809045226e-06,
"loss": 1.089,
"step": 200
},
{
"epoch": 0.98,
"eval_accuracy": 0.7139037251472473,
"eval_loss": 0.9668397903442383,
"eval_runtime": 2.1362,
"eval_samples_per_second": 175.077,
"eval_steps_per_second": 11.235,
"step": 200
},
{
"epoch": 1.47,
"learning_rate": 6.1206030150753765e-06,
"loss": 0.9134,
"step": 300
},
{
"epoch": 1.47,
"eval_accuracy": 0.7834224700927734,
"eval_loss": 0.8720457553863525,
"eval_runtime": 2.1335,
"eval_samples_per_second": 175.301,
"eval_steps_per_second": 11.249,
"step": 300
},
{
"epoch": 1.96,
"learning_rate": 5.7688442211055275e-06,
"loss": 0.8618,
"step": 400
},
{
"epoch": 1.96,
"eval_accuracy": 0.7941176295280457,
"eval_loss": 0.772637665271759,
"eval_runtime": 2.1363,
"eval_samples_per_second": 175.072,
"eval_steps_per_second": 11.235,
"step": 400
},
{
"epoch": 2.45,
"learning_rate": 5.4170854271356785e-06,
"loss": 0.686,
"step": 500
},
{
"epoch": 2.45,
"eval_accuracy": 0.8208556175231934,
"eval_loss": 0.7337380647659302,
"eval_runtime": 2.1375,
"eval_samples_per_second": 174.975,
"eval_steps_per_second": 11.228,
"step": 500
},
{
"epoch": 2.94,
"learning_rate": 5.0653266331658295e-06,
"loss": 0.6333,
"step": 600
},
{
"epoch": 2.94,
"eval_accuracy": 0.8235294222831726,
"eval_loss": 0.7350101470947266,
"eval_runtime": 2.1343,
"eval_samples_per_second": 175.234,
"eval_steps_per_second": 11.245,
"step": 600
},
{
"epoch": 3.43,
"learning_rate": 4.71356783919598e-06,
"loss": 0.5765,
"step": 700
},
{
"epoch": 3.43,
"eval_accuracy": 0.8235294222831726,
"eval_loss": 0.7560638785362244,
"eval_runtime": 2.1248,
"eval_samples_per_second": 176.019,
"eval_steps_per_second": 11.295,
"step": 700
},
{
"epoch": 3.92,
"learning_rate": 4.361809045226131e-06,
"loss": 0.5502,
"step": 800
},
{
"epoch": 3.92,
"eval_accuracy": 0.8475936055183411,
"eval_loss": 0.727317750453949,
"eval_runtime": 2.1509,
"eval_samples_per_second": 173.882,
"eval_steps_per_second": 11.158,
"step": 800
},
{
"epoch": 4.41,
"learning_rate": 4.010050251256282e-06,
"loss": 0.5049,
"step": 900
},
{
"epoch": 4.41,
"eval_accuracy": 0.8101603984832764,
"eval_loss": 0.8136795163154602,
"eval_runtime": 2.1343,
"eval_samples_per_second": 175.233,
"eval_steps_per_second": 11.245,
"step": 900
},
{
"epoch": 4.9,
"learning_rate": 3.6582914572864323e-06,
"loss": 0.4695,
"step": 1000
},
{
"epoch": 4.9,
"eval_accuracy": 0.8288770318031311,
"eval_loss": 0.7581244707107544,
"eval_runtime": 2.1366,
"eval_samples_per_second": 175.041,
"eval_steps_per_second": 11.233,
"step": 1000
},
{
"epoch": 5.39,
"learning_rate": 3.306532663316583e-06,
"loss": 0.4657,
"step": 1100
},
{
"epoch": 5.39,
"eval_accuracy": 0.8048128485679626,
"eval_loss": 0.8404039144515991,
"eval_runtime": 2.1382,
"eval_samples_per_second": 174.912,
"eval_steps_per_second": 11.224,
"step": 1100
},
{
"epoch": 5.88,
"learning_rate": 2.9547738693467334e-06,
"loss": 0.4549,
"step": 1200
},
{
"epoch": 5.88,
"eval_accuracy": 0.8368983864784241,
"eval_loss": 0.7800447940826416,
"eval_runtime": 2.143,
"eval_samples_per_second": 174.523,
"eval_steps_per_second": 11.199,
"step": 1200
},
{
"epoch": 6.37,
"learning_rate": 2.6030150753768844e-06,
"loss": 0.4305,
"step": 1300
},
{
"epoch": 6.37,
"eval_accuracy": 0.8235294222831726,
"eval_loss": 0.8575029969215393,
"eval_runtime": 2.1375,
"eval_samples_per_second": 174.967,
"eval_steps_per_second": 11.228,
"step": 1300
},
{
"epoch": 6.86,
"learning_rate": 2.251256281407035e-06,
"loss": 0.4209,
"step": 1400
},
{
"epoch": 6.86,
"eval_accuracy": 0.8101603984832764,
"eval_loss": 0.8572390675544739,
"eval_runtime": 2.1484,
"eval_samples_per_second": 174.083,
"eval_steps_per_second": 11.171,
"step": 1400
},
{
"epoch": 7.35,
"learning_rate": 1.899497487437186e-06,
"loss": 0.3983,
"step": 1500
},
{
"epoch": 7.35,
"eval_accuracy": 0.8315507769584656,
"eval_loss": 0.8391810655593872,
"eval_runtime": 2.1399,
"eval_samples_per_second": 174.771,
"eval_steps_per_second": 11.215,
"step": 1500
},
{
"epoch": 7.84,
"learning_rate": 1.5477386934673368e-06,
"loss": 0.4139,
"step": 1600
},
{
"epoch": 7.84,
"eval_accuracy": 0.8208556175231934,
"eval_loss": 0.8151516318321228,
"eval_runtime": 2.1644,
"eval_samples_per_second": 172.797,
"eval_steps_per_second": 11.089,
"step": 1600
},
{
"epoch": 8.33,
"learning_rate": 1.1959798994974873e-06,
"loss": 0.393,
"step": 1700
},
{
"epoch": 8.33,
"eval_accuracy": 0.8288770318031311,
"eval_loss": 0.8261328935623169,
"eval_runtime": 2.171,
"eval_samples_per_second": 172.27,
"eval_steps_per_second": 11.055,
"step": 1700
},
{
"epoch": 8.82,
"learning_rate": 8.442211055276381e-07,
"loss": 0.3979,
"step": 1800
},
{
"epoch": 8.82,
"eval_accuracy": 0.8235294222831726,
"eval_loss": 0.8327566385269165,
"eval_runtime": 2.1392,
"eval_samples_per_second": 174.828,
"eval_steps_per_second": 11.219,
"step": 1800
},
{
"epoch": 9.31,
"learning_rate": 4.924623115577889e-07,
"loss": 0.3928,
"step": 1900
},
{
"epoch": 9.31,
"eval_accuracy": 0.8208556175231934,
"eval_loss": 0.8364331126213074,
"eval_runtime": 2.138,
"eval_samples_per_second": 174.931,
"eval_steps_per_second": 11.226,
"step": 1900
},
{
"epoch": 9.8,
"learning_rate": 1.4070351758793969e-07,
"loss": 0.3848,
"step": 2000
},
{
"epoch": 9.8,
"eval_accuracy": 0.8235294222831726,
"eval_loss": 0.8322352170944214,
"eval_runtime": 2.142,
"eval_samples_per_second": 174.602,
"eval_steps_per_second": 11.204,
"step": 2000
},
{
"epoch": 10.0,
"step": 2040,
"total_flos": 1.517670726457344e+16,
"train_loss": 0.5818920486113605,
"train_runtime": 787.9964,
"train_samples_per_second": 41.333,
"train_steps_per_second": 2.589
}
],
"max_steps": 2040,
"num_train_epochs": 10,
"total_flos": 1.517670726457344e+16,
"trial_name": null,
"trial_params": null
}