| { | |
| "best_metric": 0.7272727272727273, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-83", | |
| "epoch": 9.72972972972973, | |
| "eval_steps": 500, | |
| "global_step": 90, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.97, | |
| "eval_accuracy": 0.4621212121212121, | |
| "eval_loss": 1.0291072130203247, | |
| "eval_runtime": 38.7664, | |
| "eval_samples_per_second": 3.405, | |
| "eval_steps_per_second": 0.129, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 4.938271604938271e-05, | |
| "loss": 1.0954, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "eval_accuracy": 0.6136363636363636, | |
| "eval_loss": 0.8322019577026367, | |
| "eval_runtime": 6.218, | |
| "eval_samples_per_second": 21.229, | |
| "eval_steps_per_second": 0.804, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 4.3209876543209875e-05, | |
| "loss": 0.8859, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "eval_accuracy": 0.6363636363636364, | |
| "eval_loss": 0.7933622598648071, | |
| "eval_runtime": 5.5171, | |
| "eval_samples_per_second": 23.926, | |
| "eval_steps_per_second": 0.906, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.7037037037037037e-05, | |
| "loss": 0.7328, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6742424242424242, | |
| "eval_loss": 0.7151352763175964, | |
| "eval_runtime": 6.9052, | |
| "eval_samples_per_second": 19.116, | |
| "eval_steps_per_second": 0.724, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 3.08641975308642e-05, | |
| "loss": 0.6285, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "eval_accuracy": 0.6060606060606061, | |
| "eval_loss": 0.7613763809204102, | |
| "eval_runtime": 6.2935, | |
| "eval_samples_per_second": 20.974, | |
| "eval_steps_per_second": 0.794, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 2.4691358024691357e-05, | |
| "loss": 0.5817, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "eval_accuracy": 0.6439393939393939, | |
| "eval_loss": 0.7581026554107666, | |
| "eval_runtime": 5.3759, | |
| "eval_samples_per_second": 24.554, | |
| "eval_steps_per_second": 0.93, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "learning_rate": 1.8518518518518518e-05, | |
| "loss": 0.5145, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "eval_accuracy": 0.7121212121212122, | |
| "eval_loss": 0.6607750654220581, | |
| "eval_runtime": 6.827, | |
| "eval_samples_per_second": 19.335, | |
| "eval_steps_per_second": 0.732, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 7.57, | |
| "learning_rate": 1.2345679012345678e-05, | |
| "loss": 0.4899, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6893939393939394, | |
| "eval_loss": 0.6711231470108032, | |
| "eval_runtime": 5.4387, | |
| "eval_samples_per_second": 24.271, | |
| "eval_steps_per_second": 0.919, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 6.172839506172839e-06, | |
| "loss": 0.4372, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 8.97, | |
| "eval_accuracy": 0.7272727272727273, | |
| "eval_loss": 0.6321931481361389, | |
| "eval_runtime": 6.1539, | |
| "eval_samples_per_second": 21.45, | |
| "eval_steps_per_second": 0.812, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 0.0, | |
| "loss": 0.4452, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "eval_accuracy": 0.7121212121212122, | |
| "eval_loss": 0.6398604512214661, | |
| "eval_runtime": 6.4193, | |
| "eval_samples_per_second": 20.563, | |
| "eval_steps_per_second": 0.779, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "step": 90, | |
| "total_flos": 2.8567786371889766e+17, | |
| "train_loss": 0.6456676854027642, | |
| "train_runtime": 1051.9243, | |
| "train_samples_per_second": 11.227, | |
| "train_steps_per_second": 0.086 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 90, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "total_flos": 2.8567786371889766e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |