Roberta_LIAR / checkpoint-1920 /trainer_state.json
computerboy410's picture
Upload RoBERTa LIAR surrogate model
17ca29e
Raw
History Blame Contribute Delete
4.98 kB
{
"best_global_step": 1920,
"best_metric": 0.6441558441558441,
"best_model_checkpoint": "/content/drive/MyDrive/project/MODELS/Surrogates/RoBERTa_LIAR/checkpoint-1920",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1920,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15625,
"grad_norm": 1.4061976671218872,
"learning_rate": 1.485e-05,
"loss": 0.6982453918457031,
"step": 100
},
{
"epoch": 0.3125,
"grad_norm": 2.2753427028656006,
"learning_rate": 2.985e-05,
"loss": 0.6896881866455078,
"step": 200
},
{
"epoch": 0.46875,
"grad_norm": 6.735152721405029,
"learning_rate": 2.8741525423728816e-05,
"loss": 0.683045654296875,
"step": 300
},
{
"epoch": 0.625,
"grad_norm": 1.8760987520217896,
"learning_rate": 2.7470338983050847e-05,
"loss": 0.6780765533447266,
"step": 400
},
{
"epoch": 0.78125,
"grad_norm": 1.938730001449585,
"learning_rate": 2.6199152542372882e-05,
"loss": 0.6746772766113281,
"step": 500
},
{
"epoch": 0.9375,
"grad_norm": 4.237790584564209,
"learning_rate": 2.4927966101694917e-05,
"loss": 0.6706379699707031,
"step": 600
},
{
"epoch": 1.0,
"eval_accuracy": 0.6082554517133957,
"eval_f1": 0.4830421377183967,
"eval_loss": 0.6857937574386597,
"eval_runtime": 9.9211,
"eval_samples_per_second": 129.421,
"eval_steps_per_second": 8.164,
"step": 640
},
{
"epoch": 1.09375,
"grad_norm": 2.4777538776397705,
"learning_rate": 2.365677966101695e-05,
"loss": 0.6513714599609375,
"step": 700
},
{
"epoch": 1.25,
"grad_norm": 4.130825996398926,
"learning_rate": 2.2385593220338984e-05,
"loss": 0.6446173858642578,
"step": 800
},
{
"epoch": 1.40625,
"grad_norm": 5.078433513641357,
"learning_rate": 2.111440677966102e-05,
"loss": 0.6381737899780273,
"step": 900
},
{
"epoch": 1.5625,
"grad_norm": 4.769000053405762,
"learning_rate": 1.984322033898305e-05,
"loss": 0.6448619842529297,
"step": 1000
},
{
"epoch": 1.71875,
"grad_norm": 6.341429233551025,
"learning_rate": 1.8572033898305086e-05,
"loss": 0.6350166702270508,
"step": 1100
},
{
"epoch": 1.875,
"grad_norm": 3.228231191635132,
"learning_rate": 1.730084745762712e-05,
"loss": 0.6343123626708984,
"step": 1200
},
{
"epoch": 2.0,
"eval_accuracy": 0.6479750778816199,
"eval_f1": 0.5727788279773157,
"eval_loss": 0.651949405670166,
"eval_runtime": 10.1237,
"eval_samples_per_second": 126.832,
"eval_steps_per_second": 8.001,
"step": 1280
},
{
"epoch": 2.03125,
"grad_norm": 10.572697639465332,
"learning_rate": 1.6029661016949153e-05,
"loss": 0.6261093521118164,
"step": 1300
},
{
"epoch": 2.1875,
"grad_norm": 7.916661739349365,
"learning_rate": 1.4758474576271186e-05,
"loss": 0.549117546081543,
"step": 1400
},
{
"epoch": 2.34375,
"grad_norm": 17.981098175048828,
"learning_rate": 1.348728813559322e-05,
"loss": 0.5534476089477539,
"step": 1500
},
{
"epoch": 2.5,
"grad_norm": 6.362517833709717,
"learning_rate": 1.2216101694915255e-05,
"loss": 0.5808805465698242,
"step": 1600
},
{
"epoch": 2.65625,
"grad_norm": 11.875460624694824,
"learning_rate": 1.0944915254237288e-05,
"loss": 0.5447834014892579,
"step": 1700
},
{
"epoch": 2.8125,
"grad_norm": 18.079544067382812,
"learning_rate": 9.673728813559322e-06,
"loss": 0.542778205871582,
"step": 1800
},
{
"epoch": 2.96875,
"grad_norm": 5.842272758483887,
"learning_rate": 8.402542372881357e-06,
"loss": 0.5418962860107421,
"step": 1900
},
{
"epoch": 3.0,
"eval_accuracy": 0.6799065420560748,
"eval_f1": 0.6441558441558441,
"eval_loss": 0.6514966487884521,
"eval_runtime": 9.8829,
"eval_samples_per_second": 129.921,
"eval_steps_per_second": 8.196,
"step": 1920
}
],
"logging_steps": 100,
"max_steps": 2560,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2020692905164800.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}