Datasets:

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minhnguyent546

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ich-17-testing-archives

like 0

Error code:   FeaturesError
Exception:    ArrowInvalid
Message:      Schema at index 1 was different: 
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_accuracy_0.4600.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_loss_1.7194.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_f1_0.4301.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_accuracy_0.4800.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_loss_1.7361.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_f1_0.4327.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_accuracy_0.4867.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_accuracy_0.4817.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_loss_1.7340.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_85_accuracy_0.4800.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_loss_1.7614.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_loss_1.7491.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_f1_0.4201.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_accuracy_0.4717.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_74_loss_1.7598.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_accuracy_0.4733.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_85_f1_0.4241.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_loss_1.7412.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_loss_1.7657.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_accuracy_0.4600.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_f1_0.4216.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_f1_0.4329.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_f1_0.4374.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_f1_0.4519.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
best_results: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string>
vs
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_97_accuracy_0.4983.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_loss_1.6526.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_77_loss_1.6603.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_88_f1_0.4722.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_89_f1_0.4574.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_89_accuracy_0.4950.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_accuracy_0.5100.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_85_f1_0.4578.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_86_loss_1.6565.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_accuracy_0.5000.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_accuracy_0.5033.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_85_loss_1.6512.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_97_f1_0.4541.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_loss_1.6688.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_f1_0.4579.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_88_accuracy_0.5067.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_f1_0.4726.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_f1_0.4794.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_f1_0.4576.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_loss_1.6241.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_loss_1.6247.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_accuracy_0.5150.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_80_accuracy_0.4967.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
/home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_80_loss_1.6495.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
best_results: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string>
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 228, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 3422, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2187, in _head
                  return next(iter(self.iter(batch_size=n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2391, in iter
                  for key, example in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1882, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1904, in _iter_arrow
                  yield from self.ex_iterable._iter_arrow()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 527, in _iter_arrow
                  yield new_key, pa.Table.from_batches(chunks_buffer)
                File "pyarrow/table.pxi", line 4116, in pyarrow.lib.Table.from_batches
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Schema at index 1 was different: 
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_accuracy_0.4600.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_loss_1.7194.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_f1_0.4301.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_accuracy_0.4800.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_loss_1.7361.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_f1_0.4327.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_accuracy_0.4867.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_accuracy_0.4817.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_loss_1.7340.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_85_accuracy_0.4800.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_loss_1.7614.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_loss_1.7491.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_f1_0.4201.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_95_accuracy_0.4717.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_74_loss_1.7598.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_86_accuracy_0.4733.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_85_f1_0.4241.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_loss_1.7412.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_loss_1.7657.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_91_accuracy_0.4600.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_89_f1_0.4216.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_97_f1_0.4329.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_98_f1_0.4374.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-38-52-coatnet_0_random/model_epoch_92_f1_0.4519.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              best_results: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string>
              vs
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_97_accuracy_0.4983.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_loss_1.6526.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_77_loss_1.6603.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_88_f1_0.4722.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_89_f1_0.4574.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_89_accuracy_0.4950.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_accuracy_0.5100.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_85_f1_0.4578.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_86_loss_1.6565.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_accuracy_0.5000.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_accuracy_0.5033.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_85_loss_1.6512.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_97_f1_0.4541.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_loss_1.6688.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_83_f1_0.4579.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_88_accuracy_0.5067.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_f1_0.4726.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_f1_0.4794.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_98_f1_0.4576.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_loss_1.6241.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_92_loss_1.6247.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_95_accuracy_0.5150.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_80_accuracy_0.4967.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              /home/khmt/Documents/TQKhangT/mthien/soups/checkpoints-sync/2025-08-23_10-41-55-coatnet_2_random/model_epoch_80_loss_1.6495.pth: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string, per_class_accuracy: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_precision: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_recall: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>, per_class_f1: struct<1-ok: string, 10-ok: string, 11-ok: string, 12-ok: string, 13-ok: string, 14-ok: string, 15-ok: string, 16-ok: string, 17-ok: string, 2-ok: string, 3-ok: string, 4-ok: string, 5-ok: string, 6-ok: string, 7-ok: string, 8-ok: string, 9-ok: string>>
              best_results: struct<loss: string, accuracy: string, precision: string, recall: string, f1: string>