|
{ |
|
"best_metric": 0.03663601726293564, |
|
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200", |
|
"epoch": 4.0, |
|
"eval_steps": 100, |
|
"global_step": 260, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.15384615384615385, |
|
"grad_norm": 0.009190300479531288, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.0016, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 0.008386525325477123, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.0015, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 0.0086284214630723, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.0015, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 0.008168105967342854, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.0014, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.007511109579354525, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.0013, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 0.007282013073563576, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.0013, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.007540116552263498, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.0012, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.006903797388076782, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.0012, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.0066099208779633045, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0012, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.0066870697773993015, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0011, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.03706638887524605, |
|
"eval_runtime": 1.2518, |
|
"eval_samples_per_second": 106.251, |
|
"eval_steps_per_second": 13.581, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 0.006325229071080685, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.0011, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.006211130414158106, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.0011, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.006090717390179634, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0011, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.006008352618664503, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.001, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.006054340861737728, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.001, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.005836751312017441, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.001, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.0057503702118992805, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.001, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.0057046664878726006, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.001, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.00556323304772377, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.001, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.0055444068275392056, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.001, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.03663601726293564, |
|
"eval_runtime": 1.6126, |
|
"eval_samples_per_second": 82.474, |
|
"eval_steps_per_second": 10.542, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.005540925078094006, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0009, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.0055247885175049305, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0009, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.005652561318129301, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0009, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.005491682328283787, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0009, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.005631344858556986, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0009, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.005333996377885342, |
|
"learning_rate": 0.0, |
|
"loss": 0.0009, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.001123446226119995, |
|
"train_runtime": 106.993, |
|
"train_samples_per_second": 38.657, |
|
"train_steps_per_second": 2.43 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 260, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|