|
{ |
|
"best_metric": 0.6910678148269653, |
|
"best_model_checkpoint": "bert_base_lda_100_v1_rte/checkpoint-40", |
|
"epoch": 9.0, |
|
"eval_steps": 500, |
|
"global_step": 90, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.8062904477119446, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.7572, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5270758122743683, |
|
"eval_loss": 0.713447630405426, |
|
"eval_runtime": 0.1924, |
|
"eval_samples_per_second": 1439.88, |
|
"eval_steps_per_second": 10.396, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.4334803819656372, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.7126, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5270758122743683, |
|
"eval_loss": 0.6923933625221252, |
|
"eval_runtime": 0.1913, |
|
"eval_samples_per_second": 1448.012, |
|
"eval_steps_per_second": 10.455, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.9001538753509521, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.6911, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5379061371841155, |
|
"eval_loss": 0.6912652254104614, |
|
"eval_runtime": 0.2155, |
|
"eval_samples_per_second": 1285.155, |
|
"eval_steps_per_second": 9.279, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.8192620873451233, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.6914, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.5270758122743683, |
|
"eval_loss": 0.6910678148269653, |
|
"eval_runtime": 0.1917, |
|
"eval_samples_per_second": 1444.602, |
|
"eval_steps_per_second": 10.43, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 2.557899236679077, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.6774, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.5090252707581228, |
|
"eval_loss": 0.7089632153511047, |
|
"eval_runtime": 0.1914, |
|
"eval_samples_per_second": 1447.292, |
|
"eval_steps_per_second": 10.45, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 2.7362091541290283, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.6709, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.48014440433212996, |
|
"eval_loss": 0.7789549231529236, |
|
"eval_runtime": 0.2059, |
|
"eval_samples_per_second": 1345.393, |
|
"eval_steps_per_second": 9.714, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 3.2326953411102295, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.5927, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.5234657039711191, |
|
"eval_loss": 0.823212206363678, |
|
"eval_runtime": 0.1901, |
|
"eval_samples_per_second": 1457.47, |
|
"eval_steps_per_second": 10.523, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 2.318673610687256, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.511, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.5415162454873647, |
|
"eval_loss": 0.9742180705070496, |
|
"eval_runtime": 0.1994, |
|
"eval_samples_per_second": 1389.271, |
|
"eval_steps_per_second": 10.031, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 9.328105926513672, |
|
"learning_rate": 4.1e-05, |
|
"loss": 0.4169, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.5126353790613718, |
|
"eval_loss": 1.0650445222854614, |
|
"eval_runtime": 0.192, |
|
"eval_samples_per_second": 1443.08, |
|
"eval_steps_per_second": 10.419, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"step": 90, |
|
"total_flos": 2948159375308800.0, |
|
"train_loss": 0.6356894334157308, |
|
"train_runtime": 61.1905, |
|
"train_samples_per_second": 2034.631, |
|
"train_steps_per_second": 8.171 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 500, |
|
"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": 2948159375308800.0, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|