{ "best_metric": 0.9259681093394078, "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-finetuned-brain-tumor-final_06/checkpoint-92", "epoch": 9.81132075471698, "global_step": 130, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.75, "learning_rate": 3.846153846153846e-05, "loss": 1.3082, "step": 10 }, { "epoch": 0.98, "eval_accuracy": 0.7818906605922551, "eval_f1_score": 0.7688908936900031, "eval_loss": 0.7669380307197571, "eval_precision": 0.772266175890896, "eval_runtime": 96.6843, "eval_samples_per_second": 18.162, "eval_steps_per_second": 0.186, "step": 13 }, { "epoch": 1.51, "learning_rate": 4.700854700854701e-05, "loss": 0.5415, "step": 20 }, { "epoch": 1.96, "eval_accuracy": 0.8866742596810934, "eval_f1_score": 0.8812008726859037, "eval_loss": 0.30995097756385803, "eval_precision": 0.8815838870979282, "eval_runtime": 96.8361, "eval_samples_per_second": 18.134, "eval_steps_per_second": 0.186, "step": 26 }, { "epoch": 2.26, "learning_rate": 4.2735042735042735e-05, "loss": 0.279, "step": 30 }, { "epoch": 2.94, "eval_accuracy": 0.8992027334851936, "eval_f1_score": 0.8966789636521464, "eval_loss": 0.2901477813720703, "eval_precision": 0.8961078828721537, "eval_runtime": 98.6216, "eval_samples_per_second": 17.805, "eval_steps_per_second": 0.183, "step": 39 }, { "epoch": 3.02, "learning_rate": 3.846153846153846e-05, "loss": 0.1999, "step": 40 }, { "epoch": 3.77, "learning_rate": 3.418803418803419e-05, "loss": 0.1563, "step": 50 }, { "epoch": 4.0, "eval_accuracy": 0.908883826879271, "eval_f1_score": 0.9078306964745567, "eval_loss": 0.265499472618103, "eval_precision": 0.9083718207644937, "eval_runtime": 98.7489, "eval_samples_per_second": 17.782, "eval_steps_per_second": 0.182, "step": 53 }, { "epoch": 4.53, "learning_rate": 2.9914529914529915e-05, "loss": 0.1304, "step": 60 }, { "epoch": 4.98, "eval_accuracy": 0.8963553530751709, "eval_f1_score": 0.893452293959199, "eval_loss": 0.29711824655532837, "eval_precision": 0.8958018875603853, "eval_runtime": 98.1792, "eval_samples_per_second": 17.886, "eval_steps_per_second": 0.183, "step": 66 }, { "epoch": 5.28, "learning_rate": 2.564102564102564e-05, "loss": 0.1058, "step": 70 }, { "epoch": 5.96, "eval_accuracy": 0.9242596810933941, "eval_f1_score": 0.9217937412983948, "eval_loss": 0.2358219474554062, "eval_precision": 0.9224441106512246, "eval_runtime": 97.7045, "eval_samples_per_second": 17.973, "eval_steps_per_second": 0.184, "step": 79 }, { "epoch": 6.04, "learning_rate": 2.1367521367521368e-05, "loss": 0.0994, "step": 80 }, { "epoch": 6.79, "learning_rate": 1.7094017094017095e-05, "loss": 0.0971, "step": 90 }, { "epoch": 6.94, "eval_accuracy": 0.9259681093394078, "eval_f1_score": 0.9245178077359331, "eval_loss": 0.2297922521829605, "eval_precision": 0.9257734526574422, "eval_runtime": 97.6588, "eval_samples_per_second": 17.981, "eval_steps_per_second": 0.184, "step": 92 }, { "epoch": 7.55, "learning_rate": 1.282051282051282e-05, "loss": 0.079, "step": 100 }, { "epoch": 8.0, "eval_accuracy": 0.9134396355353075, "eval_f1_score": 0.9122558962664452, "eval_loss": 0.2468264102935791, "eval_precision": 0.9125171421300797, "eval_runtime": 97.7172, "eval_samples_per_second": 17.97, "eval_steps_per_second": 0.184, "step": 106 }, { "epoch": 8.3, "learning_rate": 8.547008547008548e-06, "loss": 0.0638, "step": 110 }, { "epoch": 8.98, "eval_accuracy": 0.9111617312072893, "eval_f1_score": 0.9096838863764772, "eval_loss": 0.25342050194740295, "eval_precision": 0.9100934936164933, "eval_runtime": 97.1847, "eval_samples_per_second": 18.069, "eval_steps_per_second": 0.185, "step": 119 }, { "epoch": 9.06, "learning_rate": 4.273504273504274e-06, "loss": 0.061, "step": 120 }, { "epoch": 9.81, "learning_rate": 0.0, "loss": 0.0538, "step": 130 }, { "epoch": 9.81, "eval_accuracy": 0.9225512528473804, "eval_f1_score": 0.9210297526787381, "eval_loss": 0.23841328918933868, "eval_precision": 0.9214370287637926, "eval_runtime": 97.7614, "eval_samples_per_second": 17.962, "eval_steps_per_second": 0.184, "step": 130 }, { "epoch": 9.81, "step": 130, "total_flos": 4.0507959904511017e+18, "train_loss": 0.24423522857519298, "train_runtime": 12543.349, "train_samples_per_second": 4.199, "train_steps_per_second": 0.01 } ], "max_steps": 130, "num_train_epochs": 10, "total_flos": 4.0507959904511017e+18, "trial_name": null, "trial_params": null }