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@@ -4517,3 +4517,4 @@ train.csv filter=lfs diff=lfs merge=lfs -text
 test.csv filter=lfs diff=lfs merge=lfs -text
 trained_models/MARSS2L_20250326/best_epoch filter=lfs diff=lfs merge=lfs -text
 trained_models/MARSS2L_20250326/best_epoch_onlyweights filter=lfs diff=lfs merge=lfs -text
+trained_models/MARSS2L_off_20250523/best_epoch filter=lfs diff=lfs merge=lfs -text

trained_models/MARSS2L_off_20250523/best_epoch

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+size 163192924

trained_models/MARSS2L_off_20250523/config_experiment.json

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+{"model": "UnetOriginal", "multipass": true, "do_simulation": true, "wind": true, "cloud_mask": true, "classification_head": false, "norm_wind": true, "cat_mbmp": true, "batch_norm": true, "csv_path": "az://imeodata/models/data/marss2l_20250302/validated_images_all.csv", "all_data": true, "split": "all", "nepochs": 170, "batch_size": 64, "pos_weight": 10, "n_samples_per_epoch_train": 65536, "bands_l8": true, "n_samples_train": 758, "n_pos_train": 95, "n_neg_train": 663, "all_locs_train": ["AGO_2", "AUS_off_1", "AZE_fu55j9okn", "AZE_fu55jfmuw", "AZE_fu55k5ck2", "AZE_fu55k8mu5", "AZE_fu55kmjdk", "AZE_fu57ijc5n", "BRU_off_1", "MEX_003", "MEX_004", "MEX_005", "MEX_009", "MEX_010", "MEX_011", "MEX_012", "MEX_015", "MEX_017", "MYS_1", "QAT_f5f7pxdhg", "QAT_f5mgmgnjo", "USA_off_1", "USA_off_2", "USA_off_3", "USA_off_4", "USA_off_5", "Ven_off_1"], "min_tile_date_train": "2018-02-03T03:29:39+00:00", "max_tile_date_train": "2023-11-30T07:13:24+00:00", "max_index_film": null, "locs_few_samples_train": ["Ven_off_1", "MEX_011", "AZE_fu55kmjdk", "MEX_015", "USA_off_4", "AZE_fu57ijc5n", "AZE_fu55jfmuw", "MEX_012", "USA_off_2", "QAT_f5f7pxdhg", "USA_off_5", "AZE_fu55k8mu5", "AUS_off_1", "USA_off_1", "MEX_017", "AGO_2", "QAT_f5mgmgnjo", "BRU_off_1", "MEX_009", "AZE_fu55j9okn", "AZE_fu55k5ck2"], "locs_few_neg_train": ["Ven_off_1", "MEX_011", "AZE_fu55kmjdk", "MEX_015", "USA_off_4", "AZE_fu55jfmuw", "MEX_012", "USA_off_2", "QAT_f5f7pxdhg", "USA_off_5", "AZE_fu55k8mu5", "AUS_off_1", "USA_off_1", "MEX_017", "AGO_2", "QAT_f5mgmgnjo", "BRU_off_1", "MEX_009", "AZE_fu55j9okn", "AZE_fu55k5ck2"], "locs_few_pos_train": ["Ven_off_1", "MEX_011", "AZE_fu55kmjdk", "MEX_015", "USA_off_4", "AZE_fu57ijc5n", "USA_off_3", "AZE_fu55jfmuw", "MEX_012", "USA_off_2", "QAT_f5f7pxdhg", "MEX_010", "USA_off_5", "AZE_fu55k8mu5", "AUS_off_1", "USA_off_1", "MEX_017", "AGO_2", "MEX_005", "QAT_f5mgmgnjo", "BRU_off_1", "MEX_009", "AZE_fu55j9okn", "AZE_fu55k5ck2"], "n_locs_train": 27, "n_samples_val": 113, "n_pos_val": 7, "n_neg_val": 106, "all_locs_val": ["MEX_003", "MEX_005", "MYS_1"], "min_tile_date_val": "2021-01-06T16:35:08+00:00", "max_tile_date_val": "2021-12-28T16:37:09+00:00", "n_locs_val": 3, "film_dict_mapping": null, "film_dict_mapping_val": null, "one_param_per_channel": true, "learning_rate": 5e-05, "window_size_training": 200, "film_train_zero_id": true, "output_dir": "train_logs_20250523ftoff", "weight_by_ch4": true, "weight_decay": 5e-06, "patience_early_stopping": 2, "num_workers": 12, "num_workers_val": 4, "data_parallel": true, "batch_size_val": 16, "finetune_film": false, "finetune_class_head": false, "wandb_run_url": "https://wandb.ai/gonzmg88/s2l89-model/runs/wy3xj6pk", "wandb_run_id": "wy3xj6pk"}