|
{ |
|
"best_metric": 0.09767168015241623, |
|
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-100", |
|
"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": 0.0549064539372921, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.011, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 0.053657062351703644, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.0099, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 0.04586618021130562, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.0085, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 0.03834086284041405, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.0074, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.0455704927444458, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.0081, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 4.641096591949463, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.0547, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 10.7581205368042, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.028, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.04066062346100807, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.0387, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.042889270931482315, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0808, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.039594896137714386, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0316, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.09767168015241623, |
|
"eval_runtime": 1.2787, |
|
"eval_samples_per_second": 104.015, |
|
"eval_steps_per_second": 13.295, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 0.4228585660457611, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.0357, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.03368207439780235, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.0721, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.041465017944574356, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0286, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 4.102177619934082, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0239, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 1.726514458656311, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0085, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.025889277458190918, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0052, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.025063877925276756, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0046, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.024265997111797333, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0046, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 15.569941520690918, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0232, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.023741118609905243, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0106, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9624060150375939, |
|
"eval_loss": 0.19794000685214996, |
|
"eval_runtime": 1.6975, |
|
"eval_samples_per_second": 78.351, |
|
"eval_steps_per_second": 10.015, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.03866928815841675, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0377, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.023310711607336998, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0221, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.02209044247865677, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0057, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.020965544506907463, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.004, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.02124304138123989, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0039, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.0217234306037426, |
|
"learning_rate": 0.0, |
|
"loss": 0.0039, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.02204044573009014, |
|
"train_runtime": 91.5843, |
|
"train_samples_per_second": 45.161, |
|
"train_steps_per_second": 2.839 |
|
} |
|
], |
|
"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 |
|
} |
|
|