|
{ |
|
"best_metric": 0.01621263474225998, |
|
"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": 1.5753413438796997, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.7775, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.6680392026901245, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.3173, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 1.550700068473816, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.1897, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 1.188010811805725, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.2146, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.5321382284164429, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.253, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 1.6223677396774292, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.2528, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.35057711601257324, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.1648, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.20589804649353027, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.113, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 2.785675287246704, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0934, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.8817322254180908, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.1104, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9398496240601504, |
|
"eval_loss": 0.17710085213184357, |
|
"eval_runtime": 1.2887, |
|
"eval_samples_per_second": 103.204, |
|
"eval_steps_per_second": 13.191, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 2.9832639694213867, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.1418, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.1858932077884674, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.1041, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 12.24283218383789, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0732, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.11072707176208496, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.1019, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.35365092754364014, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0598, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 3.38576340675354, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0517, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.34387993812561035, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0736, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.09394571185112, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0164, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.09971573948860168, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0289, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.07261139899492264, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0152, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.01621263474225998, |
|
"eval_runtime": 1.2728, |
|
"eval_samples_per_second": 104.497, |
|
"eval_steps_per_second": 13.357, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.06883873790502548, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0361, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.06754733622074127, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.013, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.07049394398927689, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0126, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.06614019721746445, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0126, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.08794592320919037, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.013, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.05894031003117561, |
|
"learning_rate": 0.0, |
|
"loss": 0.0119, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.1250896595705014, |
|
"train_runtime": 89.1507, |
|
"train_samples_per_second": 46.393, |
|
"train_steps_per_second": 2.916 |
|
} |
|
], |
|
"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 |
|
} |
|
|