|
{ |
|
"best_metric": 0.07900336384773254, |
|
"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": 1.744454026222229, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.7907, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.931182861328125, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.307, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 1.9947254657745361, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.2054, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 0.5009201169013977, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.1954, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 4.2814106941223145, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.2091, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 2.5581812858581543, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.3254, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 2.9047513008117676, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.0949, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.151845782995224, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.0854, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.550007700920105, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0679, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.20410487055778503, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.1199, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9624060150375939, |
|
"eval_loss": 0.18091289699077606, |
|
"eval_runtime": 1.2837, |
|
"eval_samples_per_second": 103.609, |
|
"eval_steps_per_second": 13.243, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 4.168725490570068, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.149, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 2.4681456089019775, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.089, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.3101487159729004, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0753, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.7124854326248169, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0535, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 1.5007983446121216, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0649, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.1649583876132965, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0423, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.6068108677864075, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0161, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.7045071721076965, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0483, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.10050582140684128, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0175, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.061487264931201935, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0125, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9699248120300752, |
|
"eval_loss": 0.07900336384773254, |
|
"eval_runtime": 1.2415, |
|
"eval_samples_per_second": 107.13, |
|
"eval_steps_per_second": 13.693, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.06725984066724777, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0135, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.059695739299058914, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0114, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.06050793081521988, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.011, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.06765594333410263, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0109, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.062375880777835846, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.011, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.05423872172832489, |
|
"learning_rate": 0.0, |
|
"loss": 0.0105, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.11683348210958334, |
|
"train_runtime": 86.5175, |
|
"train_samples_per_second": 47.805, |
|
"train_steps_per_second": 3.005 |
|
} |
|
], |
|
"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 |
|
} |
|
|