| { |
| "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 |
| } |
|
|