|
{ |
|
"best_metric": 0.020068835467100143, |
|
"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": 0.026720570400357246, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.0057, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 0.024325191974639893, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.0048, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 0.02510487474501133, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.0044, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 5.864213943481445, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.0082, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.2858871519565582, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.0225, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 0.10690926015377045, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.0706, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.036041658371686935, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.0422, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.029629569500684738, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.0341, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.036782171577215195, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0288, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.021833963692188263, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.038, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.09355173259973526, |
|
"eval_runtime": 1.2113, |
|
"eval_samples_per_second": 109.796, |
|
"eval_steps_per_second": 14.034, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 4.63957405090332, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.1793, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.08258672058582306, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.1784, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.04464903846383095, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0927, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 9.66904067993164, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0598, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.23427046835422516, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0462, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.02267806977033615, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0198, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.5346509218215942, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.005, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.021317703649401665, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0435, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.0290632713586092, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0037, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.0228396225720644, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0037, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.020068835467100143, |
|
"eval_runtime": 1.3217, |
|
"eval_samples_per_second": 100.628, |
|
"eval_steps_per_second": 12.862, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.016700690612196922, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0036, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.017470838502049446, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0031, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.1028652936220169, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0031, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.01951315440237522, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.003, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.016699790954589844, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0029, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.015097931027412415, |
|
"learning_rate": 0.0, |
|
"loss": 0.003, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.03500677141575859, |
|
"train_runtime": 87.5927, |
|
"train_samples_per_second": 47.219, |
|
"train_steps_per_second": 2.968 |
|
} |
|
], |
|
"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 |
|
} |
|
|