|
{ |
|
"best_metric": 0.022380338981747627, |
|
"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": 1.6479884386062622, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.8396, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.509365200996399, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.3393, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 0.691885769367218, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.1684, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 6.484596252441406, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.2333, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 3.8088409900665283, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.2255, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 6.121501922607422, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.2669, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.24062782526016235, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.099, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.21734175086021423, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.1085, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.19399584829807281, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0505, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.30884402990341187, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0905, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9699248120300752, |
|
"eval_loss": 0.0948573499917984, |
|
"eval_runtime": 1.2828, |
|
"eval_samples_per_second": 103.681, |
|
"eval_steps_per_second": 13.252, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 3.9459798336029053, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.0638, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.5659621357917786, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.1135, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.21752521395683289, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0562, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.09279836714267731, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0614, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 3.6815249919891357, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0821, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.07715422660112381, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0392, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 1.1431068181991577, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0216, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 3.275928258895874, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0453, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.09814456850290298, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0278, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.060878027230501175, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0149, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.022380338981747627, |
|
"eval_runtime": 1.2374, |
|
"eval_samples_per_second": 107.485, |
|
"eval_steps_per_second": 13.739, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.06566526740789413, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0114, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.18202857673168182, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0111, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.05648389086127281, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0105, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.06603652983903885, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0102, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.054385650902986526, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0104, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.05062974616885185, |
|
"learning_rate": 0.0, |
|
"loss": 0.0101, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.11581076618570547, |
|
"train_runtime": 97.3616, |
|
"train_samples_per_second": 42.481, |
|
"train_steps_per_second": 2.67 |
|
} |
|
], |
|
"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 |
|
} |
|
|