|
{ |
|
"best_metric": 0.8770806658130602, |
|
"best_model_checkpoint": "swin-base-patch4-window7-224-MM_Classification_base/checkpoint-133", |
|
"epoch": 10.0, |
|
"eval_steps": 500, |
|
"global_step": 190, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.5263157894736842, |
|
"grad_norm": 2.9590132236480713, |
|
"learning_rate": 2.6315789473684212e-05, |
|
"loss": 0.887, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8565941101152369, |
|
"eval_loss": 0.40119943022727966, |
|
"eval_runtime": 115.286, |
|
"eval_samples_per_second": 6.774, |
|
"eval_steps_per_second": 0.061, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.0526315789473684, |
|
"grad_norm": 3.5732860565185547, |
|
"learning_rate": 4.970760233918128e-05, |
|
"loss": 0.5767, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.5789473684210527, |
|
"grad_norm": 2.910856246948242, |
|
"learning_rate": 4.678362573099415e-05, |
|
"loss": 0.4302, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8655569782330346, |
|
"eval_loss": 0.336061030626297, |
|
"eval_runtime": 117.4096, |
|
"eval_samples_per_second": 6.652, |
|
"eval_steps_per_second": 0.06, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.1052631578947367, |
|
"grad_norm": 3.088682174682617, |
|
"learning_rate": 4.3859649122807014e-05, |
|
"loss": 0.3897, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.6315789473684212, |
|
"grad_norm": 2.117629289627075, |
|
"learning_rate": 4.093567251461988e-05, |
|
"loss": 0.3477, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8655569782330346, |
|
"eval_loss": 0.32724371552467346, |
|
"eval_runtime": 80.0181, |
|
"eval_samples_per_second": 9.76, |
|
"eval_steps_per_second": 0.087, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 3.1578947368421053, |
|
"grad_norm": 2.3793277740478516, |
|
"learning_rate": 3.8011695906432746e-05, |
|
"loss": 0.351, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 3.6842105263157894, |
|
"grad_norm": 2.0850284099578857, |
|
"learning_rate": 3.508771929824561e-05, |
|
"loss": 0.3281, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8693982074263764, |
|
"eval_loss": 0.31292393803596497, |
|
"eval_runtime": 102.92, |
|
"eval_samples_per_second": 7.588, |
|
"eval_steps_per_second": 0.068, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 4.2105263157894735, |
|
"grad_norm": 2.5610477924346924, |
|
"learning_rate": 3.216374269005848e-05, |
|
"loss": 0.3068, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 4.7368421052631575, |
|
"grad_norm": 2.278917074203491, |
|
"learning_rate": 2.9239766081871346e-05, |
|
"loss": 0.308, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8732394366197183, |
|
"eval_loss": 0.29839685559272766, |
|
"eval_runtime": 111.8165, |
|
"eval_samples_per_second": 6.985, |
|
"eval_steps_per_second": 0.063, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 5.2631578947368425, |
|
"grad_norm": 3.0176851749420166, |
|
"learning_rate": 2.6315789473684212e-05, |
|
"loss": 0.2932, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 5.7894736842105265, |
|
"grad_norm": 2.252465009689331, |
|
"learning_rate": 2.3391812865497074e-05, |
|
"loss": 0.2821, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8693982074263764, |
|
"eval_loss": 0.30104175209999084, |
|
"eval_runtime": 80.2492, |
|
"eval_samples_per_second": 9.732, |
|
"eval_steps_per_second": 0.087, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 6.315789473684211, |
|
"grad_norm": 2.284252643585205, |
|
"learning_rate": 2.046783625730994e-05, |
|
"loss": 0.2867, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 6.842105263157895, |
|
"grad_norm": 1.9984803199768066, |
|
"learning_rate": 1.7543859649122806e-05, |
|
"loss": 0.2763, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.8770806658130602, |
|
"eval_loss": 0.2997962534427643, |
|
"eval_runtime": 88.4046, |
|
"eval_samples_per_second": 8.834, |
|
"eval_steps_per_second": 0.079, |
|
"step": 133 |
|
}, |
|
{ |
|
"epoch": 7.368421052631579, |
|
"grad_norm": 2.303579330444336, |
|
"learning_rate": 1.4619883040935673e-05, |
|
"loss": 0.2721, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 7.894736842105263, |
|
"grad_norm": 2.0915815830230713, |
|
"learning_rate": 1.1695906432748537e-05, |
|
"loss": 0.2607, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.8719590268886044, |
|
"eval_loss": 0.29377269744873047, |
|
"eval_runtime": 111.5913, |
|
"eval_samples_per_second": 6.999, |
|
"eval_steps_per_second": 0.063, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 8.421052631578947, |
|
"grad_norm": 2.786160469055176, |
|
"learning_rate": 8.771929824561403e-06, |
|
"loss": 0.2567, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 8.947368421052632, |
|
"grad_norm": 2.6700336933135986, |
|
"learning_rate": 5.8479532163742686e-06, |
|
"loss": 0.2502, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.8732394366197183, |
|
"eval_loss": 0.2990225553512573, |
|
"eval_runtime": 81.6699, |
|
"eval_samples_per_second": 9.563, |
|
"eval_steps_per_second": 0.086, |
|
"step": 171 |
|
}, |
|
{ |
|
"epoch": 9.473684210526315, |
|
"grad_norm": 2.385366439819336, |
|
"learning_rate": 2.9239766081871343e-06, |
|
"loss": 0.2528, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 26.124296188354492, |
|
"learning_rate": 0.0, |
|
"loss": 0.2337, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8758002560819462, |
|
"eval_loss": 0.29783955216407776, |
|
"eval_runtime": 109.5383, |
|
"eval_samples_per_second": 7.13, |
|
"eval_steps_per_second": 0.064, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 190, |
|
"total_flos": 7.539281902738575e+18, |
|
"train_loss": 0.3468283264260543, |
|
"train_runtime": 12701.0006, |
|
"train_samples_per_second": 7.577, |
|
"train_steps_per_second": 0.015 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 190, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"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": 7.539281902738575e+18, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|