|
{ |
|
"best_metric": 0.020527832210063934, |
|
"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": 1.3131574392318726, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.8368, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.571279525756836, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.3474, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 3.746014356613159, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.2139, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 1.4054049253463745, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.1799, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.2104187309741974, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.1475, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 4.926904678344727, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.2264, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 3.4138243198394775, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.186, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.18232814967632294, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.1536, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.23882938921451569, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0561, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 1.603104829788208, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.091, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.07465264946222305, |
|
"eval_runtime": 1.2611, |
|
"eval_samples_per_second": 105.465, |
|
"eval_steps_per_second": 13.48, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 0.11675859242677689, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.0952, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.11038266867399216, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.1683, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.329042673110962, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0489, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.46014711260795593, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0307, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.6358932852745056, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0254, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.07531006634235382, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0175, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.07003136724233627, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0172, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.08160967379808426, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0435, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.09463630616664886, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0181, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.06692061573266983, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.036, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.020527832210063934, |
|
"eval_runtime": 1.2254, |
|
"eval_samples_per_second": 108.536, |
|
"eval_steps_per_second": 13.873, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.057732608169317245, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0228, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.06201878562569618, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0116, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.06420481950044632, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0325, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.060832858085632324, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0114, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.061510924249887466, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0115, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.05591738596558571, |
|
"learning_rate": 0.0, |
|
"loss": 0.0114, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.11695209254439061, |
|
"train_runtime": 89.4129, |
|
"train_samples_per_second": 46.257, |
|
"train_steps_per_second": 2.908 |
|
} |
|
], |
|
"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 |
|
} |
|
|