|
{ |
|
"best_metric": 0.6904709935188293, |
|
"best_model_checkpoint": "bert_base_lda_100_v1_wnli/checkpoint-15", |
|
"epoch": 10.0, |
|
"eval_steps": 500, |
|
"global_step": 30, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 2.2745001316070557, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.8315, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.43661971830985913, |
|
"eval_loss": 0.8521126508712769, |
|
"eval_runtime": 0.0533, |
|
"eval_samples_per_second": 1331.293, |
|
"eval_steps_per_second": 18.751, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.3648812770843506, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.7469, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5633802816901409, |
|
"eval_loss": 0.6963852643966675, |
|
"eval_runtime": 0.0539, |
|
"eval_samples_per_second": 1316.061, |
|
"eval_steps_per_second": 18.536, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.9801316857337952, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.7109, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.4647887323943662, |
|
"eval_loss": 0.7104423642158508, |
|
"eval_runtime": 0.0544, |
|
"eval_samples_per_second": 1304.828, |
|
"eval_steps_per_second": 18.378, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.6583738923072815, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.707, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.49295774647887325, |
|
"eval_loss": 0.6994937658309937, |
|
"eval_runtime": 0.0541, |
|
"eval_samples_per_second": 1313.46, |
|
"eval_steps_per_second": 18.499, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 2.0036449432373047, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.7035, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.5633802816901409, |
|
"eval_loss": 0.6904709935188293, |
|
"eval_runtime": 0.0544, |
|
"eval_samples_per_second": 1306.075, |
|
"eval_steps_per_second": 18.395, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 1.6977219581604004, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.6961, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.4647887323943662, |
|
"eval_loss": 0.709176778793335, |
|
"eval_runtime": 0.0553, |
|
"eval_samples_per_second": 1282.999, |
|
"eval_steps_per_second": 18.07, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.5806699395179749, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.6981, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.5211267605633803, |
|
"eval_loss": 0.6949273347854614, |
|
"eval_runtime": 0.0538, |
|
"eval_samples_per_second": 1319.273, |
|
"eval_steps_per_second": 18.581, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 2.4361250400543213, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.692, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.39436619718309857, |
|
"eval_loss": 0.702409565448761, |
|
"eval_runtime": 0.0534, |
|
"eval_samples_per_second": 1330.805, |
|
"eval_steps_per_second": 18.744, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.9071682095527649, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.6974, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.4084507042253521, |
|
"eval_loss": 0.705875813961029, |
|
"eval_runtime": 0.0538, |
|
"eval_samples_per_second": 1319.01, |
|
"eval_steps_per_second": 18.578, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 1.0903393030166626, |
|
"learning_rate": 4e-05, |
|
"loss": 0.685, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.4788732394366197, |
|
"eval_loss": 0.6992462873458862, |
|
"eval_runtime": 0.0537, |
|
"eval_samples_per_second": 1321.891, |
|
"eval_steps_per_second": 18.618, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 30, |
|
"total_flos": 835377600768000.0, |
|
"train_loss": 0.7168338775634766, |
|
"train_runtime": 36.7707, |
|
"train_samples_per_second": 863.458, |
|
"train_steps_per_second": 4.079 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 150, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 5 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 835377600768000.0, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|