| { |
| "best_global_step": 6136, |
| "best_metric": 0.7564880847930908, |
| "best_model_checkpoint": "tiny_bert_km_5_v1_mnli/checkpoint-6136", |
| "epoch": 9.0, |
| "eval_steps": 500, |
| "global_step": 13806, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.197121262550354, |
| "learning_rate": 4.9e-05, |
| "loss": 0.9825, |
| "step": 1534 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5957208354559348, |
| "eval_loss": 0.8823983669281006, |
| "eval_runtime": 2.813, |
| "eval_samples_per_second": 3489.144, |
| "eval_steps_per_second": 13.864, |
| "step": 1534 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 1.8529736995697021, |
| "learning_rate": 4.8e-05, |
| "loss": 0.8526, |
| "step": 3068 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6437086092715232, |
| "eval_loss": 0.8074957728385925, |
| "eval_runtime": 2.7722, |
| "eval_samples_per_second": 3540.56, |
| "eval_steps_per_second": 14.068, |
| "step": 3068 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.7989853620529175, |
| "learning_rate": 4.7e-05, |
| "loss": 0.775, |
| "step": 4602 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6681609780947529, |
| "eval_loss": 0.7722101807594299, |
| "eval_runtime": 2.7687, |
| "eval_samples_per_second": 3545.029, |
| "eval_steps_per_second": 14.086, |
| "step": 4602 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 2.2518186569213867, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.7197, |
| "step": 6136 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6725420275089149, |
| "eval_loss": 0.7564880847930908, |
| "eval_runtime": 2.7713, |
| "eval_samples_per_second": 3541.681, |
| "eval_steps_per_second": 14.073, |
| "step": 6136 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 2.1857810020446777, |
| "learning_rate": 4.5e-05, |
| "loss": 0.6704, |
| "step": 7670 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.6799796230259807, |
| "eval_loss": 0.7602323293685913, |
| "eval_runtime": 2.7824, |
| "eval_samples_per_second": 3527.502, |
| "eval_steps_per_second": 14.017, |
| "step": 7670 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 2.1004514694213867, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.6234, |
| "step": 9204 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.6842587875700459, |
| "eval_loss": 0.7736557126045227, |
| "eval_runtime": 2.7697, |
| "eval_samples_per_second": 3543.731, |
| "eval_steps_per_second": 14.081, |
| "step": 9204 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 2.3393008708953857, |
| "learning_rate": 4.3e-05, |
| "loss": 0.5804, |
| "step": 10738 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6852776362710138, |
| "eval_loss": 0.7831186652183533, |
| "eval_runtime": 2.7714, |
| "eval_samples_per_second": 3541.587, |
| "eval_steps_per_second": 14.073, |
| "step": 10738 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 2.4777815341949463, |
| "learning_rate": 4.2e-05, |
| "loss": 0.538, |
| "step": 12272 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.6861946001018848, |
| "eval_loss": 0.811160147190094, |
| "eval_runtime": 2.7764, |
| "eval_samples_per_second": 3535.118, |
| "eval_steps_per_second": 14.047, |
| "step": 12272 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 3.404972553253174, |
| "learning_rate": 4.1e-05, |
| "loss": 0.4956, |
| "step": 13806 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_accuracy": 0.6777381558838512, |
| "eval_loss": 0.9172862768173218, |
| "eval_runtime": 2.7785, |
| "eval_samples_per_second": 3532.473, |
| "eval_steps_per_second": 14.036, |
| "step": 13806 |
| }, |
| { |
| "epoch": 9.0, |
| "step": 13806, |
| "total_flos": 9.268524907513344e+16, |
| "train_loss": 0.6930639208114339, |
| "train_runtime": 1871.0512, |
| "train_samples_per_second": 10494.154, |
| "train_steps_per_second": 40.993 |
| } |
| ], |
| "logging_steps": 1, |
| "max_steps": 76700, |
| "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": 9.268524907513344e+16, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
