| { |
| "best_global_step": 7670, |
| "best_metric": 0.8109366297721863, |
| "best_model_checkpoint": "tiny_bert_km_10_v2_mnli/checkpoint-7670", |
| "epoch": 10.0, |
| "eval_steps": 500, |
| "global_step": 15340, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.031025767326355, |
| "learning_rate": 4.9e-05, |
| "loss": 0.9946, |
| "step": 1534 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.543046357615894, |
| "eval_loss": 0.9383193850517273, |
| "eval_runtime": 2.9466, |
| "eval_samples_per_second": 3330.951, |
| "eval_steps_per_second": 13.236, |
| "step": 1534 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 1.319303274154663, |
| "learning_rate": 4.8e-05, |
| "loss": 0.9056, |
| "step": 3068 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.5892002037697401, |
| "eval_loss": 0.8850203156471252, |
| "eval_runtime": 2.8012, |
| "eval_samples_per_second": 3503.913, |
| "eval_steps_per_second": 13.923, |
| "step": 3068 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.4328629970550537, |
| "learning_rate": 4.7e-05, |
| "loss": 0.8464, |
| "step": 4602 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.611716760061131, |
| "eval_loss": 0.8511015176773071, |
| "eval_runtime": 2.8059, |
| "eval_samples_per_second": 3497.935, |
| "eval_steps_per_second": 13.899, |
| "step": 4602 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 1.891276240348816, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.7912, |
| "step": 6136 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6360672440142638, |
| "eval_loss": 0.8272331953048706, |
| "eval_runtime": 2.8072, |
| "eval_samples_per_second": 3496.358, |
| "eval_steps_per_second": 13.893, |
| "step": 6136 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 1.9175740480422974, |
| "learning_rate": 4.5e-05, |
| "loss": 0.7345, |
| "step": 7670 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.6464595007641365, |
| "eval_loss": 0.8109366297721863, |
| "eval_runtime": 2.7818, |
| "eval_samples_per_second": 3528.247, |
| "eval_steps_per_second": 14.02, |
| "step": 7670 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 2.268627643585205, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.6801, |
| "step": 9204 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.654508405501783, |
| "eval_loss": 0.8267003297805786, |
| "eval_runtime": 2.8028, |
| "eval_samples_per_second": 3501.896, |
| "eval_steps_per_second": 13.915, |
| "step": 9204 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 1.9387691020965576, |
| "learning_rate": 4.3e-05, |
| "loss": 0.6295, |
| "step": 10738 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6557310239429445, |
| "eval_loss": 0.8331314325332642, |
| "eval_runtime": 2.8071, |
| "eval_samples_per_second": 3496.491, |
| "eval_steps_per_second": 13.893, |
| "step": 10738 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 2.4745192527770996, |
| "learning_rate": 4.2e-05, |
| "loss": 0.5808, |
| "step": 12272 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.6562404482934284, |
| "eval_loss": 0.8564242124557495, |
| "eval_runtime": 2.7753, |
| "eval_samples_per_second": 3536.576, |
| "eval_steps_per_second": 14.053, |
| "step": 12272 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 2.9146223068237305, |
| "learning_rate": 4.1e-05, |
| "loss": 0.5367, |
| "step": 13806 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_accuracy": 0.6510443199184921, |
| "eval_loss": 0.9120057821273804, |
| "eval_runtime": 2.7966, |
| "eval_samples_per_second": 3509.625, |
| "eval_steps_per_second": 13.946, |
| "step": 13806 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 3.390559673309326, |
| "learning_rate": 4e-05, |
| "loss": 0.4925, |
| "step": 15340 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_accuracy": 0.6505348955680081, |
| "eval_loss": 0.9656685590744019, |
| "eval_runtime": 2.8151, |
| "eval_samples_per_second": 3486.511, |
| "eval_steps_per_second": 13.854, |
| "step": 15340 |
| }, |
| { |
| "epoch": 10.0, |
| "step": 15340, |
| "total_flos": 1.029836100834816e+17, |
| "train_loss": 0.7191754317501222, |
| "train_runtime": 2062.9527, |
| "train_samples_per_second": 9517.959, |
| "train_steps_per_second": 37.18 |
| } |
| ], |
| "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": 1.029836100834816e+17, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
