|
{ |
|
"best_metric": 0.021094702184200287, |
|
"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": 2.080930709838867, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.8981, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.306146264076233, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.3746, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 0.494243323802948, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.2268, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 1.3921723365783691, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.1923, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.280914306640625, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.1771, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 3.000117063522339, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.2055, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 1.4621284008026123, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.1415, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.687247633934021, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.062, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.16530755162239075, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.054, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.15637126564979553, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0301, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.04980182647705078, |
|
"eval_runtime": 1.2807, |
|
"eval_samples_per_second": 103.846, |
|
"eval_steps_per_second": 13.274, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 1.3832645416259766, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.076, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.15682688355445862, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.0601, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.11814117431640625, |
|
"learning_rate": 0.0001, |
|
"loss": 0.101, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.0955636128783226, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0209, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.10947005450725555, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0359, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.508576512336731, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0244, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.07201578468084335, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0139, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 1.208037257194519, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0403, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.17408783733844757, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0132, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.06548284739255905, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0369, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.021094702184200287, |
|
"eval_runtime": 1.2177, |
|
"eval_samples_per_second": 109.223, |
|
"eval_steps_per_second": 13.961, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.059931907802820206, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0148, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.06700453162193298, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0115, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.060319870710372925, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.011, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.057300716638565063, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0109, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.055544957518577576, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0119, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.15001559257507324, |
|
"learning_rate": 0.0, |
|
"loss": 0.011, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.10983020353775758, |
|
"train_runtime": 89.4375, |
|
"train_samples_per_second": 46.245, |
|
"train_steps_per_second": 2.907 |
|
} |
|
], |
|
"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 |
|
} |
|
|