|
{ |
|
"best_metric": 0.8804347826086957, |
|
"best_model_checkpoint": "swin-base-patch4-window7-224-in22k-construction_type/checkpoint-105", |
|
"epoch": 6.885245901639344, |
|
"eval_steps": 500, |
|
"global_step": 105, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.6557377049180327, |
|
"grad_norm": 4.063533306121826, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 0.9839, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.9836065573770492, |
|
"eval_accuracy": 0.8183229813664596, |
|
"eval_loss": 0.4599319398403168, |
|
"eval_runtime": 281.6742, |
|
"eval_samples_per_second": 6.859, |
|
"eval_steps_per_second": 0.057, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.3114754098360657, |
|
"grad_norm": 2.286010265350342, |
|
"learning_rate": 4.5212765957446815e-05, |
|
"loss": 0.5207, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.9672131147540983, |
|
"grad_norm": 2.2137374877929688, |
|
"learning_rate": 3.9893617021276594e-05, |
|
"loss": 0.4167, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.9672131147540983, |
|
"eval_accuracy": 0.8628364389233955, |
|
"eval_loss": 0.36054086685180664, |
|
"eval_runtime": 204.4093, |
|
"eval_samples_per_second": 9.452, |
|
"eval_steps_per_second": 0.078, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.6229508196721314, |
|
"grad_norm": 2.0627264976501465, |
|
"learning_rate": 3.4574468085106386e-05, |
|
"loss": 0.3853, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.9508196721311473, |
|
"eval_accuracy": 0.8799171842650103, |
|
"eval_loss": 0.32720068097114563, |
|
"eval_runtime": 205.0098, |
|
"eval_samples_per_second": 9.424, |
|
"eval_steps_per_second": 0.078, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 3.278688524590164, |
|
"grad_norm": 1.9932682514190674, |
|
"learning_rate": 2.925531914893617e-05, |
|
"loss": 0.346, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 3.9344262295081966, |
|
"grad_norm": 2.1814448833465576, |
|
"learning_rate": 2.393617021276596e-05, |
|
"loss": 0.3302, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8762939958592133, |
|
"eval_loss": 0.32265299558639526, |
|
"eval_runtime": 204.0571, |
|
"eval_samples_per_second": 9.468, |
|
"eval_steps_per_second": 0.078, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 4.590163934426229, |
|
"grad_norm": 2.4336397647857666, |
|
"learning_rate": 1.8617021276595745e-05, |
|
"loss": 0.3302, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 4.983606557377049, |
|
"eval_accuracy": 0.8752587991718427, |
|
"eval_loss": 0.3269009292125702, |
|
"eval_runtime": 204.1607, |
|
"eval_samples_per_second": 9.463, |
|
"eval_steps_per_second": 0.078, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 5.245901639344262, |
|
"grad_norm": 1.6803584098815918, |
|
"learning_rate": 1.3297872340425532e-05, |
|
"loss": 0.3058, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 5.901639344262295, |
|
"grad_norm": 2.46169376373291, |
|
"learning_rate": 7.97872340425532e-06, |
|
"loss": 0.3049, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 5.967213114754099, |
|
"eval_accuracy": 0.8799171842650103, |
|
"eval_loss": 0.31380367279052734, |
|
"eval_runtime": 204.6191, |
|
"eval_samples_per_second": 9.442, |
|
"eval_steps_per_second": 0.078, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 6.557377049180328, |
|
"grad_norm": 2.692831039428711, |
|
"learning_rate": 2.6595744680851065e-06, |
|
"loss": 0.2951, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 6.885245901639344, |
|
"eval_accuracy": 0.8804347826086957, |
|
"eval_loss": 0.30945461988449097, |
|
"eval_runtime": 204.9131, |
|
"eval_samples_per_second": 9.428, |
|
"eval_steps_per_second": 0.078, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 6.885245901639344, |
|
"step": 105, |
|
"total_flos": 4.1785806114677883e+18, |
|
"train_loss": 0.4162924766540527, |
|
"train_runtime": 7056.8141, |
|
"train_samples_per_second": 7.675, |
|
"train_steps_per_second": 0.015 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 105, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 4.1785806114677883e+18, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|