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baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerSequential
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29968992
+				29968992
+				114.323
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task121_UCL
+												IoU
+												mask_1
+												0.7217 +/- 0.0110
+												72.17% +/- 1.10%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task121_UCL
+												Dice
+												mask_1
+												0.8383 +/- 0.0075
+												83.83% +/- 0.75%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.6792 +/- 0.0156
+												67.92% +/- 1.56%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8088 +/- 0.0110
+												80.88% +/- 1.10%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7608 +/- 0.0074
+												76.08% +/- 0.74%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8641 +/- 0.0048
+												86.41% +/- 0.48%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.7787 +/- 0.0150
+												77.87% +/- 1.50%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL
+												Task121_UCL
+												0
+												Task121_UCL
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8755 +/- 0.0095
+												87.55% +/- 0.95%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 50, trained on fold 0.
+
+The nnUNetTrainerSequential model trained on Task121_UCL has been used for this evaluation with the Task121_UCL head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7216980457305908 +/- 0.011046600466457779
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8383080959320068 +/- 0.007484230162726026
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6791614443063736 +/- 0.015639917452228213
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8088269382715225 +/- 0.010989750969014415
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7607880433400472 +/- 0.007390005477683663
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8641248742739359 +/- 0.004778980946586157
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7787193059921265 +/- 0.014966212309353286
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8755156823566982 +/- 0.009487025181823762
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/training_log_2024_10_23_18_18_49.txt

@@ -0,0 +1,32 @@
+Starting... 
+2024-10-23 18:18:49.345273: The nnUNetTrainerSequential model trained on Task121_UCL will be used for this evaluation with the Task121_UCL head. 
+2024-10-23 18:18:49.345482: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2024-10-23 18:18:49.345519: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2024-10-23 18:18:49.348799: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2024-10-23 18:18:49.348916: The split file contains 5 splits. 
+2024-10-23 18:18:49.348971: Desired fold for training: 0 
+2024-10-23 18:18:49.349011: This split has 10 training and 3 validation cases. 
+2024-10-23 18:18:50.941587: Performing validation with validation data from task Task121_UCL. 
+2024-10-23 18:20:18.823312: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2024-10-23 18:20:18.823568: The split file contains 5 splits. 
+2024-10-23 18:20:18.823621: Desired fold for training: 0 
+2024-10-23 18:20:18.823665: This split has 15 training and 4 validation cases. 
+2024-10-23 18:20:25.730654: Performing validation with validation data from task Task122_I2CVB. 
+2024-10-23 18:21:09.637061: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2024-10-23 18:21:09.637411: The split file contains 5 splits. 
+2024-10-23 18:21:09.637493: Desired fold for training: 0 
+2024-10-23 18:21:09.637554: This split has 24 training and 6 validation cases. 
+2024-10-23 18:21:13.318519: Performing validation with validation data from task Task123_ISBI. 
+2024-10-23 18:21:56.121592: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2024-10-23 18:21:56.122041: The split file contains 5 splits. 
+2024-10-23 18:21:56.122129: Desired fold for training: 0 
+2024-10-23 18:21:56.122196: This split has 25 training and 7 validation cases. 
+2024-10-23 18:22:01.424330: Performing validation with validation data from task Task124_DecathProst. 
+2024-10-23 18:22:39.727110: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json.
+ 
+2024-10-23 18:22:39.727373: Summarizing the results (calculate mean and std).. 
+2024-10-23 18:22:39.868487: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2024-10-23 18:22:39.868589: The Evaluation took 230.52 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_50	Task121_UCL	Case01	mask_1	IoU	0.7314256429672241
+epoch_50	Task121_UCL	Case01	mask_1	Dice	0.8448825478553772
+epoch_50	Task121_UCL	Case32	mask_1	IoU	0.7274206280708313
+epoch_50	Task121_UCL	Case32	mask_1	Dice	0.8422043919563293
+epoch_50	Task121_UCL	Case34	mask_1	IoU	0.706247866153717
+epoch_50	Task121_UCL	Case34	mask_1	Dice	0.827837347984314
+epoch_50	Task122_I2CVB	Case03	mask_1	IoU	0.6658427715301514
+epoch_50	Task122_I2CVB	Case03	mask_1	Dice	0.7994065284729004
+epoch_50	Task122_I2CVB	Case08	mask_1	IoU	0.6742446422576904
+epoch_50	Task122_I2CVB	Case08	mask_1	Dice	0.8054314255714417
+epoch_50	Task122_I2CVB	Case13	mask_1	IoU	0.670806348323822
+epoch_50	Task122_I2CVB	Case13	mask_1	Dice	0.8029731512069702
+epoch_50	Task122_I2CVB	Case15	mask_1	IoU	0.7057520151138306
+epoch_50	Task122_I2CVB	Case15	mask_1	Dice	0.8274966478347778
+epoch_50	Task123_ISBI	Case03	mask_1	IoU	0.7648935317993164
+epoch_50	Task123_ISBI	Case03	mask_1	Dice	0.8667871356010437
+epoch_50	Task123_ISBI	Case08	mask_1	IoU	0.7688853144645691
+epoch_50	Task123_ISBI	Case08	mask_1	Dice	0.8693444132804871
+epoch_50	Task123_ISBI	Case12	mask_1	IoU	0.7636995315551758
+epoch_50	Task123_ISBI	Case12	mask_1	Dice	0.8660199642181396
+epoch_50	Task123_ISBI	Case15	mask_1	IoU	0.766016960144043
+epoch_50	Task123_ISBI	Case15	mask_1	Dice	0.867508053779602
+epoch_50	Task123_ISBI	Case18	mask_1	IoU	0.751737117767334
+epoch_50	Task123_ISBI	Case18	mask_1	Dice	0.8582761883735657
+epoch_50	Task123_ISBI	Case26	mask_1	IoU	0.749495804309845
+epoch_50	Task123_ISBI	Case26	mask_1	Dice	0.8568134903907776
+epoch_50	Task124_DecathProst	Case00	mask_1	IoU	0.7955697774887085
+epoch_50	Task124_DecathProst	Case00	mask_1	Dice	0.8861474394798279
+epoch_50	Task124_DecathProst	Case04	mask_1	IoU	0.7908786535263062
+epoch_50	Task124_DecathProst	Case04	mask_1	Dice	0.8832297921180725
+epoch_50	Task124_DecathProst	Case14	mask_1	IoU	0.7870696187019348
+epoch_50	Task124_DecathProst	Case14	mask_1	Dice	0.8808494210243225
+epoch_50	Task124_DecathProst	Case20	mask_1	IoU	0.7664221525192261
+epoch_50	Task124_DecathProst	Case20	mask_1	Dice	0.8677678108215332
+epoch_50	Task124_DecathProst	Case25	mask_1	IoU	0.7917458415031433
+epoch_50	Task124_DecathProst	Case25	mask_1	Dice	0.8837702870368958
+epoch_50	Task124_DecathProst	Case31	mask_1	IoU	0.7628431916236877
+epoch_50	Task124_DecathProst	Case31	mask_1	Dice	0.8654691576957703
+epoch_50	Task124_DecathProst	Case42	mask_1	IoU	0.7565059065818787
+epoch_50	Task124_DecathProst	Case42	mask_1	Dice	0.8613758683204651

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL/Task121_UCL/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_50": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.7314256429672241,
+                    "Dice": 0.8448825478553772
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.7274206280708313,
+                    "Dice": 0.8422043919563293
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.706247866153717,
+                    "Dice": 0.827837347984314
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.6658427715301514,
+                    "Dice": 0.7994065284729004
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.6742446422576904,
+                    "Dice": 0.8054314255714417
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.670806348323822,
+                    "Dice": 0.8029731512069702
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7057520151138306,
+                    "Dice": 0.8274966478347778
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7648935317993164,
+                    "Dice": 0.8667871356010437
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7688853144645691,
+                    "Dice": 0.8693444132804871
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7636995315551758,
+                    "Dice": 0.8660199642181396
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.766016960144043,
+                    "Dice": 0.867508053779602
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.751737117767334,
+                    "Dice": 0.8582761883735657
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.749495804309845,
+                    "Dice": 0.8568134903907776
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.7955697774887085,
+                    "Dice": 0.8861474394798279
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.7908786535263062,
+                    "Dice": 0.8832297921180725
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.7870696187019348,
+                    "Dice": 0.8808494210243225
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.7664221525192261,
+                    "Dice": 0.8677678108215332
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.7917458415031433,
+                    "Dice": 0.8837702870368958
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7628431916236877,
+                    "Dice": 0.8654691576957703
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.7565059065818787,
+                    "Dice": 0.8613758683204651
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerEWC
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												IoU
+												mask_1
+												0.7253 +/- 0.0102
+												72.53% +/- 1.02%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												Dice
+												mask_1
+												0.8408 +/- 0.0069
+												84.08% +/- 0.69%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.6904 +/- 0.0146
+												69.04% +/- 1.46%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8168 +/- 0.0103
+												81.68% +/- 1.03%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7797 +/- 0.0050
+												77.97% +/- 0.50%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8762 +/- 0.0032
+												87.62% +/- 0.32%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.7763 +/- 0.0067
+												77.63% +/- 0.67%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8740 +/- 0.0042
+												87.40% +/- 0.42%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 250, trained on fold 0.
+
+The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.725331981976827 +/- 0.01022047233686863
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8407620191574097 +/- 0.00688519732916141
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6904028505086899 +/- 0.014619795272973588
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8167613744735718 +/- 0.010257847355083368
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7797381778558096 +/- 0.00501543466695585
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8762302895387014 +/- 0.0031643372020166045
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7762761882373265 +/- 0.006661105591470465
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8740331530570984 +/- 0.004218117421964211
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/training_log_2024_10_24_00_11_19.txt

@@ -0,0 +1,32 @@
+Starting... 
+2024-10-24 00:11:19.062857: The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2024-10-24 00:11:19.063079: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2024-10-24 00:11:19.063115: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2024-10-24 00:11:19.065813: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2024-10-24 00:11:19.065898: The split file contains 5 splits. 
+2024-10-24 00:11:19.065936: Desired fold for training: 0 
+2024-10-24 00:11:19.065965: This split has 10 training and 3 validation cases. 
+2024-10-24 00:11:20.144503: Performing validation with validation data from task Task121_UCL. 
+2024-10-24 00:11:29.910028: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2024-10-24 00:11:29.910975: The split file contains 5 splits. 
+2024-10-24 00:11:29.911176: Desired fold for training: 0 
+2024-10-24 00:11:29.911233: This split has 15 training and 4 validation cases. 
+2024-10-24 00:11:32.587844: Performing validation with validation data from task Task122_I2CVB. 
+2024-10-24 00:11:38.120471: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2024-10-24 00:11:38.120651: The split file contains 5 splits. 
+2024-10-24 00:11:38.120693: Desired fold for training: 0 
+2024-10-24 00:11:38.120723: This split has 24 training and 6 validation cases. 
+2024-10-24 00:11:40.446798: Performing validation with validation data from task Task123_ISBI. 
+2024-10-24 00:11:45.787484: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2024-10-24 00:11:45.787793: The split file contains 5 splits. 
+2024-10-24 00:11:45.787852: Desired fold for training: 0 
+2024-10-24 00:11:45.787886: This split has 25 training and 7 validation cases. 
+2024-10-24 00:11:48.241759: Performing validation with validation data from task Task124_DecathProst. 
+2024-10-24 00:11:53.689679: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json.
+ 
+2024-10-24 00:11:53.690497: Summarizing the results (calculate mean and std).. 
+2024-10-24 00:11:53.716891: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2024-10-24 00:11:53.717036: The Evaluation took 34.65 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_250	Task121_UCL	Case01	mask_1	IoU	0.7115181088447571
+epoch_250	Task121_UCL	Case01	mask_1	Dice	0.8314467668533325
+epoch_250	Task121_UCL	Case32	mask_1	IoU	0.735922634601593
+epoch_250	Task121_UCL	Case32	mask_1	Dice	0.8478749394416809
+epoch_250	Task121_UCL	Case34	mask_1	IoU	0.7285552024841309
+epoch_250	Task121_UCL	Case34	mask_1	Dice	0.8429643511772156
+epoch_250	Task122_I2CVB	Case03	mask_1	IoU	0.6925685405731201
+epoch_250	Task122_I2CVB	Case03	mask_1	Dice	0.8183639645576477
+epoch_250	Task122_I2CVB	Case08	mask_1	IoU	0.6685339212417603
+epoch_250	Task122_I2CVB	Case08	mask_1	Dice	0.8013429045677185
+epoch_250	Task122_I2CVB	Case13	mask_1	IoU	0.6908230185508728
+epoch_250	Task122_I2CVB	Case13	mask_1	Dice	0.8171440958976746
+epoch_250	Task122_I2CVB	Case15	mask_1	IoU	0.7096859216690063
+epoch_250	Task122_I2CVB	Case15	mask_1	Dice	0.8301945328712463
+epoch_250	Task123_ISBI	Case03	mask_1	IoU	0.7778480052947998
+epoch_250	Task123_ISBI	Case03	mask_1	Dice	0.8750444650650024
+epoch_250	Task123_ISBI	Case08	mask_1	IoU	0.7888094782829285
+epoch_250	Task123_ISBI	Case08	mask_1	Dice	0.8819379806518555
+epoch_250	Task123_ISBI	Case12	mask_1	IoU	0.7804704904556274
+epoch_250	Task123_ISBI	Case12	mask_1	Dice	0.8767014145851135
+epoch_250	Task123_ISBI	Case15	mask_1	IoU	0.7717055678367615
+epoch_250	Task123_ISBI	Case15	mask_1	Dice	0.8711442351341248
+epoch_250	Task123_ISBI	Case18	mask_1	IoU	0.7798032164573669
+epoch_250	Task123_ISBI	Case18	mask_1	Dice	0.8762802481651306
+epoch_250	Task123_ISBI	Case26	mask_1	IoU	0.779792308807373
+epoch_250	Task123_ISBI	Case26	mask_1	Dice	0.8762733936309814
+epoch_250	Task124_DecathProst	Case00	mask_1	IoU	0.7730327248573303
+epoch_250	Task124_DecathProst	Case00	mask_1	Dice	0.8719892501831055
+epoch_250	Task124_DecathProst	Case04	mask_1	IoU	0.7658898830413818
+epoch_250	Task124_DecathProst	Case04	mask_1	Dice	0.8674265742301941
+epoch_250	Task124_DecathProst	Case14	mask_1	IoU	0.7742968201637268
+epoch_250	Task124_DecathProst	Case14	mask_1	Dice	0.8727928996086121
+epoch_250	Task124_DecathProst	Case20	mask_1	IoU	0.7755655646324158
+epoch_250	Task124_DecathProst	Case20	mask_1	Dice	0.8735983371734619
+epoch_250	Task124_DecathProst	Case25	mask_1	IoU	0.7847083210945129
+epoch_250	Task124_DecathProst	Case25	mask_1	Dice	0.8793686628341675
+epoch_250	Task124_DecathProst	Case31	mask_1	IoU	0.7867608666419983
+epoch_250	Task124_DecathProst	Case31	mask_1	Dice	0.8806560039520264
+epoch_250	Task124_DecathProst	Case42	mask_1	IoU	0.7736791372299194
+epoch_250	Task124_DecathProst	Case42	mask_1	Dice	0.8724003434181213

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_250": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.7115181088447571,
+                    "Dice": 0.8314467668533325
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.735922634601593,
+                    "Dice": 0.8478749394416809
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.7285552024841309,
+                    "Dice": 0.8429643511772156
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.6925685405731201,
+                    "Dice": 0.8183639645576477
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.6685339212417603,
+                    "Dice": 0.8013429045677185
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.6908230185508728,
+                    "Dice": 0.8171440958976746
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7096859216690063,
+                    "Dice": 0.8301945328712463
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7778480052947998,
+                    "Dice": 0.8750444650650024
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7888094782829285,
+                    "Dice": 0.8819379806518555
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7804704904556274,
+                    "Dice": 0.8767014145851135
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7717055678367615,
+                    "Dice": 0.8711442351341248
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.7798032164573669,
+                    "Dice": 0.8762802481651306
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.779792308807373,
+                    "Dice": 0.8762733936309814
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.7730327248573303,
+                    "Dice": 0.8719892501831055
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.7658898830413818,
+                    "Dice": 0.8674265742301941
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.7742968201637268,
+                    "Dice": 0.8727928996086121
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.7755655646324158,
+                    "Dice": 0.8735983371734619
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.7847083210945129,
+                    "Dice": 0.8793686628341675
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7867608666419983,
+                    "Dice": 0.8806560039520264
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.7736791372299194,
+                    "Dice": 0.8724003434181213
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerEWC
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												IoU
+												mask_1
+												0.7253 +/- 0.0102
+												72.53% +/- 1.02%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												Dice
+												mask_1
+												0.8408 +/- 0.0069
+												84.08% +/- 0.69%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.6904 +/- 0.0146
+												69.04% +/- 1.46%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8168 +/- 0.0103
+												81.68% +/- 1.03%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7797 +/- 0.0050
+												77.97% +/- 0.50%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8762 +/- 0.0032
+												87.62% +/- 0.32%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.7763 +/- 0.0067
+												77.63% +/- 0.67%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8740 +/- 0.0042
+												87.40% +/- 0.42%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 250, trained on fold 0.
+
+The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7253422935803732 +/- 0.010220487712351513
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8407689332962036 +/- 0.006885132513598647
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6904028505086899 +/- 0.014619795272973588
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8167613744735718 +/- 0.010257847355083368
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7797381778558096 +/- 0.00501543466695585
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8762302895387014 +/- 0.0031643372020166045
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7762761882373265 +/- 0.006661105591470465
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8740331530570984 +/- 0.004218117421964211
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/training_log_2025_3_6_07_48_26.txt

@@ -0,0 +1,32 @@
+Starting... 
+2025-03-06 07:48:26.910773: The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2025-03-06 07:48:26.911035: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2025-03-06 07:48:26.911084: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2025-03-06 07:48:26.915812: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2025-03-06 07:48:26.916242: The split file contains 5 splits. 
+2025-03-06 07:48:26.916303: Desired fold for training: 0 
+2025-03-06 07:48:26.916351: This split has 10 training and 3 validation cases. 
+2025-03-06 07:48:29.068669: Performing validation with validation data from task Task121_UCL. 
+2025-03-06 07:48:43.744644: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2025-03-06 07:48:43.744944: The split file contains 5 splits. 
+2025-03-06 07:48:43.745017: Desired fold for training: 0 
+2025-03-06 07:48:43.745094: This split has 15 training and 4 validation cases. 
+2025-03-06 07:48:48.749240: Performing validation with validation data from task Task122_I2CVB. 
+2025-03-06 07:48:54.770425: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2025-03-06 07:48:54.771230: The split file contains 5 splits. 
+2025-03-06 07:48:54.771599: Desired fold for training: 0 
+2025-03-06 07:48:54.771936: This split has 24 training and 6 validation cases. 
+2025-03-06 07:48:59.541291: Performing validation with validation data from task Task123_ISBI. 
+2025-03-06 07:49:07.258443: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2025-03-06 07:49:07.258708: The split file contains 5 splits. 
+2025-03-06 07:49:07.258771: Desired fold for training: 0 
+2025-03-06 07:49:07.258816: This split has 25 training and 7 validation cases. 
+2025-03-06 07:49:11.567132: Performing validation with validation data from task Task124_DecathProst. 
+2025-03-06 07:49:17.898690: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json.
+ 
+2025-03-06 07:49:17.899149: Summarizing the results (calculate mean and std).. 
+2025-03-06 07:49:17.932670: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2025-03-06 07:49:17.933257: The Evaluation took 51.02 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_250	Task121_UCL	Case01	mask_1	IoU	0.7115276455879211
+epoch_250	Task121_UCL	Case01	mask_1	Dice	0.831453263759613
+epoch_250	Task121_UCL	Case32	mask_1	IoU	0.7359312176704407
+epoch_250	Task121_UCL	Case32	mask_1	Dice	0.8478806018829346
+epoch_250	Task121_UCL	Case34	mask_1	IoU	0.7285680174827576
+epoch_250	Task121_UCL	Case34	mask_1	Dice	0.8429729342460632
+epoch_250	Task122_I2CVB	Case03	mask_1	IoU	0.6925685405731201
+epoch_250	Task122_I2CVB	Case03	mask_1	Dice	0.8183639645576477
+epoch_250	Task122_I2CVB	Case08	mask_1	IoU	0.6685339212417603
+epoch_250	Task122_I2CVB	Case08	mask_1	Dice	0.8013429045677185
+epoch_250	Task122_I2CVB	Case13	mask_1	IoU	0.6908230185508728
+epoch_250	Task122_I2CVB	Case13	mask_1	Dice	0.8171440958976746
+epoch_250	Task122_I2CVB	Case15	mask_1	IoU	0.7096859216690063
+epoch_250	Task122_I2CVB	Case15	mask_1	Dice	0.8301945328712463
+epoch_250	Task123_ISBI	Case03	mask_1	IoU	0.7778480052947998
+epoch_250	Task123_ISBI	Case03	mask_1	Dice	0.8750444650650024
+epoch_250	Task123_ISBI	Case08	mask_1	IoU	0.7888094782829285
+epoch_250	Task123_ISBI	Case08	mask_1	Dice	0.8819379806518555
+epoch_250	Task123_ISBI	Case12	mask_1	IoU	0.7804704904556274
+epoch_250	Task123_ISBI	Case12	mask_1	Dice	0.8767014145851135
+epoch_250	Task123_ISBI	Case15	mask_1	IoU	0.7717055678367615
+epoch_250	Task123_ISBI	Case15	mask_1	Dice	0.8711442351341248
+epoch_250	Task123_ISBI	Case18	mask_1	IoU	0.7798032164573669
+epoch_250	Task123_ISBI	Case18	mask_1	Dice	0.8762802481651306
+epoch_250	Task123_ISBI	Case26	mask_1	IoU	0.779792308807373
+epoch_250	Task123_ISBI	Case26	mask_1	Dice	0.8762733936309814
+epoch_250	Task124_DecathProst	Case00	mask_1	IoU	0.7730327248573303
+epoch_250	Task124_DecathProst	Case00	mask_1	Dice	0.8719892501831055
+epoch_250	Task124_DecathProst	Case04	mask_1	IoU	0.7658898830413818
+epoch_250	Task124_DecathProst	Case04	mask_1	Dice	0.8674265742301941
+epoch_250	Task124_DecathProst	Case14	mask_1	IoU	0.7742968201637268
+epoch_250	Task124_DecathProst	Case14	mask_1	Dice	0.8727928996086121
+epoch_250	Task124_DecathProst	Case20	mask_1	IoU	0.7755655646324158
+epoch_250	Task124_DecathProst	Case20	mask_1	Dice	0.8735983371734619
+epoch_250	Task124_DecathProst	Case25	mask_1	IoU	0.7847083210945129
+epoch_250	Task124_DecathProst	Case25	mask_1	Dice	0.8793686628341675
+epoch_250	Task124_DecathProst	Case31	mask_1	IoU	0.7867608666419983
+epoch_250	Task124_DecathProst	Case31	mask_1	Dice	0.8806560039520264
+epoch_250	Task124_DecathProst	Case42	mask_1	IoU	0.7736791372299194
+epoch_250	Task124_DecathProst	Case42	mask_1	Dice	0.8724003434181213

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_250": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.7115276455879211,
+                    "Dice": 0.831453263759613
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.7359312176704407,
+                    "Dice": 0.8478806018829346
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.7285680174827576,
+                    "Dice": 0.8429729342460632
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.6925685405731201,
+                    "Dice": 0.8183639645576477
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.6685339212417603,
+                    "Dice": 0.8013429045677185
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.6908230185508728,
+                    "Dice": 0.8171440958976746
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7096859216690063,
+                    "Dice": 0.8301945328712463
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7778480052947998,
+                    "Dice": 0.8750444650650024
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7888094782829285,
+                    "Dice": 0.8819379806518555
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7804704904556274,
+                    "Dice": 0.8767014145851135
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7717055678367615,
+                    "Dice": 0.8711442351341248
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.7798032164573669,
+                    "Dice": 0.8762802481651306
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.779792308807373,
+                    "Dice": 0.8762733936309814
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.7730327248573303,
+                    "Dice": 0.8719892501831055
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.7658898830413818,
+                    "Dice": 0.8674265742301941
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.7742968201637268,
+                    "Dice": 0.8727928996086121
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.7755655646324158,
+                    "Dice": 0.8735983371734619
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.7847083210945129,
+                    "Dice": 0.8793686628341675
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7867608666419983,
+                    "Dice": 0.8806560039520264
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.7736791372299194,
+                    "Dice": 0.8724003434181213
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerRW
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												IoU
+												mask_1
+												0.5679 +/- 0.0215
+												56.79% +/- 2.15%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												Dice
+												mask_1
+												0.7242 +/- 0.0176
+												72.42% +/- 1.76%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.8018 +/- 0.0166
+												80.18% +/- 1.66%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8899 +/- 0.0103
+												88.99% +/- 1.03%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7230 +/- 0.0045
+												72.30% +/- 0.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8392 +/- 0.0030
+												83.92% +/- 0.30%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.6879 +/- 0.0155
+												68.79% +/- 1.55%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8150 +/- 0.0109
+												81.50% +/- 1.09%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 51, trained on fold 0.
+
+The nnUNetTrainerRW model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.5679497917493185 +/- 0.021496838576573127
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.7242078185081482 +/- 0.017586647781099356
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.8018016219139099 +/- 0.016629553445862675
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8899052739143372 +/- 0.010250715948676218
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7229857742786407 +/- 0.004478428683657694
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8392164806524912 +/- 0.0030150079496837944
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6878991893359593 +/- 0.015492627472242974
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.814994820526668 +/- 0.010926920370879592
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/training_log_2024_10_23_20_19_27.txt

@@ -0,0 +1,32 @@
+Starting... 
+2024-10-23 20:19:27.074603: The nnUNetTrainerRW model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2024-10-23 20:19:27.074812: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2024-10-23 20:19:27.074852: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2024-10-23 20:19:27.077489: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2024-10-23 20:19:27.077574: The split file contains 5 splits. 
+2024-10-23 20:19:27.077612: Desired fold for training: 0 
+2024-10-23 20:19:27.077641: This split has 10 training and 3 validation cases. 
+2024-10-23 20:19:28.246869: Performing validation with validation data from task Task121_UCL. 
+2024-10-23 20:19:44.414184: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2024-10-23 20:19:44.414451: The split file contains 5 splits. 
+2024-10-23 20:19:44.414523: Desired fold for training: 0 
+2024-10-23 20:19:44.414587: This split has 15 training and 4 validation cases. 
+2024-10-23 20:19:46.896511: Performing validation with validation data from task Task122_I2CVB. 
+2024-10-23 20:19:52.965996: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2024-10-23 20:19:52.966220: The split file contains 5 splits. 
+2024-10-23 20:19:52.966271: Desired fold for training: 0 
+2024-10-23 20:19:52.966308: This split has 24 training and 6 validation cases. 
+2024-10-23 20:19:55.710758: Performing validation with validation data from task Task123_ISBI. 
+2024-10-23 20:20:01.841022: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2024-10-23 20:20:01.841301: The split file contains 5 splits. 
+2024-10-23 20:20:01.841354: Desired fold for training: 0 
+2024-10-23 20:20:01.841409: This split has 25 training and 7 validation cases. 
+2024-10-23 20:20:04.701817: Performing validation with validation data from task Task124_DecathProst. 
+2024-10-23 20:20:11.034779: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json.
+ 
+2024-10-23 20:20:11.036031: Summarizing the results (calculate mean and std).. 
+2024-10-23 20:20:11.083238: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2024-10-23 20:20:11.083416: The Evaluation took 44.01 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_51	Task121_UCL	Case01	mask_1	IoU	0.5391873121261597
+epoch_51	Task121_UCL	Case01	mask_1	Dice	0.7006129622459412
+epoch_51	Task121_UCL	Case32	mask_1	IoU	0.5738039612770081
+epoch_51	Task121_UCL	Case32	mask_1	Dice	0.7291936874389648
+epoch_51	Task121_UCL	Case34	mask_1	IoU	0.5908581018447876
+epoch_51	Task121_UCL	Case34	mask_1	Dice	0.7428168058395386
+epoch_51	Task122_I2CVB	Case03	mask_1	IoU	0.804739236831665
+epoch_51	Task122_I2CVB	Case03	mask_1	Dice	0.8918066620826721
+epoch_51	Task122_I2CVB	Case08	mask_1	IoU	0.7782036662101746
+epoch_51	Task122_I2CVB	Case08	mask_1	Dice	0.8752694129943848
+epoch_51	Task122_I2CVB	Case13	mask_1	IoU	0.7993401885032654
+epoch_51	Task122_I2CVB	Case13	mask_1	Dice	0.8884814381599426
+epoch_51	Task122_I2CVB	Case15	mask_1	IoU	0.8249233961105347
+epoch_51	Task122_I2CVB	Case15	mask_1	Dice	0.9040635824203491
+epoch_51	Task123_ISBI	Case03	mask_1	IoU	0.7182675004005432
+epoch_51	Task123_ISBI	Case03	mask_1	Dice	0.8360368609428406
+epoch_51	Task123_ISBI	Case08	mask_1	IoU	0.7234225273132324
+epoch_51	Task123_ISBI	Case08	mask_1	Dice	0.8395184874534607
+epoch_51	Task123_ISBI	Case12	mask_1	IoU	0.7175019383430481
+epoch_51	Task123_ISBI	Case12	mask_1	Dice	0.8355180621147156
+epoch_51	Task123_ISBI	Case15	mask_1	IoU	0.7216877937316895
+epoch_51	Task123_ISBI	Case15	mask_1	Dice	0.8383492231369019
+epoch_51	Task123_ISBI	Case18	mask_1	IoU	0.726947546005249
+epoch_51	Task123_ISBI	Case18	mask_1	Dice	0.8418872356414795
+epoch_51	Task123_ISBI	Case26	mask_1	IoU	0.7300873398780823
+epoch_51	Task123_ISBI	Case26	mask_1	Dice	0.8439890146255493
+epoch_51	Task124_DecathProst	Case00	mask_1	IoU	0.6924690008163452
+epoch_51	Task124_DecathProst	Case00	mask_1	Dice	0.8182944655418396
+epoch_51	Task124_DecathProst	Case04	mask_1	IoU	0.6663919687271118
+epoch_51	Task124_DecathProst	Case04	mask_1	Dice	0.7998021841049194
+epoch_51	Task124_DecathProst	Case14	mask_1	IoU	0.6944931149482727
+epoch_51	Task124_DecathProst	Case14	mask_1	Dice	0.8197060227394104
+epoch_51	Task124_DecathProst	Case20	mask_1	IoU	0.6918301582336426
+epoch_51	Task124_DecathProst	Case20	mask_1	Dice	0.8178482055664062
+epoch_51	Task124_DecathProst	Case25	mask_1	IoU	0.6968212723731995
+epoch_51	Task124_DecathProst	Case25	mask_1	Dice	0.8213254809379578
+epoch_51	Task124_DecathProst	Case31	mask_1	IoU	0.7096120119094849
+epoch_51	Task124_DecathProst	Case31	mask_1	Dice	0.830143928527832
+epoch_51	Task124_DecathProst	Case42	mask_1	IoU	0.6636767983436584
+epoch_51	Task124_DecathProst	Case42	mask_1	Dice	0.7978434562683105

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_51": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.5391873121261597,
+                    "Dice": 0.7006129622459412
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.5738039612770081,
+                    "Dice": 0.7291936874389648
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.5908581018447876,
+                    "Dice": 0.7428168058395386
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.804739236831665,
+                    "Dice": 0.8918066620826721
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7782036662101746,
+                    "Dice": 0.8752694129943848
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.7993401885032654,
+                    "Dice": 0.8884814381599426
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.8249233961105347,
+                    "Dice": 0.9040635824203491
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7182675004005432,
+                    "Dice": 0.8360368609428406
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7234225273132324,
+                    "Dice": 0.8395184874534607
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7175019383430481,
+                    "Dice": 0.8355180621147156
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7216877937316895,
+                    "Dice": 0.8383492231369019
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.726947546005249,
+                    "Dice": 0.8418872356414795
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.7300873398780823,
+                    "Dice": 0.8439890146255493
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.6924690008163452,
+                    "Dice": 0.8182944655418396
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.6663919687271118,
+                    "Dice": 0.7998021841049194
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.6944931149482727,
+                    "Dice": 0.8197060227394104
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.6918301582336426,
+                    "Dice": 0.8178482055664062
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.6968212723731995,
+                    "Dice": 0.8213254809379578
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7096120119094849,
+                    "Dice": 0.830143928527832
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.6636767983436584,
+                    "Dice": 0.7978434562683105
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerRW
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												IoU
+												mask_1
+												0.5684 +/- 0.0215
+												56.84% +/- 2.15%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												Dice
+												mask_1
+												0.7245 +/- 0.0176
+												72.45% +/- 1.76%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.8018 +/- 0.0166
+												80.18% +/- 1.66%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8899 +/- 0.0103
+												88.99% +/- 1.03%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7230 +/- 0.0045
+												72.30% +/- 0.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8392 +/- 0.0030
+												83.92% +/- 0.30%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.6879 +/- 0.0155
+												68.79% +/- 1.55%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerRW
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8150 +/- 0.0109
+												81.50% +/- 1.09%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 51, trained on fold 0.
+
+The nnUNetTrainerRW model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.5683601299921671 +/- 0.021467510430370717
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.7245424191157023 +/- 0.017553663031996285
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.8018016219139099 +/- 0.016629553445862675
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8899052739143372 +/- 0.010250715948676218
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7229857742786407 +/- 0.004478428683657694
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8392164806524912 +/- 0.0030150079496837944
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6878991893359593 +/- 0.015492627472242974
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.814994820526668 +/- 0.010926920370879592
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/training_log_2025_3_6_07_47_32.txt

@@ -0,0 +1,32 @@
+Starting... 
+2025-03-06 07:47:32.183672: The nnUNetTrainerRW model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2025-03-06 07:47:32.183913: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2025-03-06 07:47:32.183959: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2025-03-06 07:47:32.187425: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2025-03-06 07:47:32.187541: The split file contains 5 splits. 
+2025-03-06 07:47:32.187592: Desired fold for training: 0 
+2025-03-06 07:47:32.187633: This split has 10 training and 3 validation cases. 
+2025-03-06 07:47:34.288141: Performing validation with validation data from task Task121_UCL. 
+2025-03-06 07:47:55.350411: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2025-03-06 07:47:55.353506: The split file contains 5 splits. 
+2025-03-06 07:47:55.353644: Desired fold for training: 0 
+2025-03-06 07:47:55.353790: This split has 15 training and 4 validation cases. 
+2025-03-06 07:47:59.424367: Performing validation with validation data from task Task122_I2CVB. 
+2025-03-06 07:48:06.669816: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2025-03-06 07:48:06.670118: The split file contains 5 splits. 
+2025-03-06 07:48:06.670180: Desired fold for training: 0 
+2025-03-06 07:48:06.670226: This split has 24 training and 6 validation cases. 
+2025-03-06 07:48:10.431160: Performing validation with validation data from task Task123_ISBI. 
+2025-03-06 07:48:17.440346: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2025-03-06 07:48:17.440669: The split file contains 5 splits. 
+2025-03-06 07:48:17.440744: Desired fold for training: 0 
+2025-03-06 07:48:17.440807: This split has 25 training and 7 validation cases. 
+2025-03-06 07:48:21.561859: Performing validation with validation data from task Task124_DecathProst. 
+2025-03-06 07:48:28.029435: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json.
+ 
+2025-03-06 07:48:28.029662: Summarizing the results (calculate mean and std).. 
+2025-03-06 07:48:28.053306: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2025-03-06 07:48:28.053405: The Evaluation took 55.87 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_51	Task121_UCL	Case01	mask_1	IoU	0.5396286249160767
+epoch_51	Task121_UCL	Case01	mask_1	Dice	0.7009854316711426
+epoch_51	Task121_UCL	Case32	mask_1	IoU	0.5742313861846924
+epoch_51	Task121_UCL	Case32	mask_1	Dice	0.7295387387275696
+epoch_51	Task121_UCL	Case34	mask_1	IoU	0.5912203788757324
+epoch_51	Task121_UCL	Case34	mask_1	Dice	0.7431030869483948
+epoch_51	Task122_I2CVB	Case03	mask_1	IoU	0.804739236831665
+epoch_51	Task122_I2CVB	Case03	mask_1	Dice	0.8918066620826721
+epoch_51	Task122_I2CVB	Case08	mask_1	IoU	0.7782036662101746
+epoch_51	Task122_I2CVB	Case08	mask_1	Dice	0.8752694129943848
+epoch_51	Task122_I2CVB	Case13	mask_1	IoU	0.7993401885032654
+epoch_51	Task122_I2CVB	Case13	mask_1	Dice	0.8884814381599426
+epoch_51	Task122_I2CVB	Case15	mask_1	IoU	0.8249233961105347
+epoch_51	Task122_I2CVB	Case15	mask_1	Dice	0.9040635824203491
+epoch_51	Task123_ISBI	Case03	mask_1	IoU	0.7182675004005432
+epoch_51	Task123_ISBI	Case03	mask_1	Dice	0.8360368609428406
+epoch_51	Task123_ISBI	Case08	mask_1	IoU	0.7234225273132324
+epoch_51	Task123_ISBI	Case08	mask_1	Dice	0.8395184874534607
+epoch_51	Task123_ISBI	Case12	mask_1	IoU	0.7175019383430481
+epoch_51	Task123_ISBI	Case12	mask_1	Dice	0.8355180621147156
+epoch_51	Task123_ISBI	Case15	mask_1	IoU	0.7216877937316895
+epoch_51	Task123_ISBI	Case15	mask_1	Dice	0.8383492231369019
+epoch_51	Task123_ISBI	Case18	mask_1	IoU	0.726947546005249
+epoch_51	Task123_ISBI	Case18	mask_1	Dice	0.8418872356414795
+epoch_51	Task123_ISBI	Case26	mask_1	IoU	0.7300873398780823
+epoch_51	Task123_ISBI	Case26	mask_1	Dice	0.8439890146255493
+epoch_51	Task124_DecathProst	Case00	mask_1	IoU	0.6924690008163452
+epoch_51	Task124_DecathProst	Case00	mask_1	Dice	0.8182944655418396
+epoch_51	Task124_DecathProst	Case04	mask_1	IoU	0.6663919687271118
+epoch_51	Task124_DecathProst	Case04	mask_1	Dice	0.7998021841049194
+epoch_51	Task124_DecathProst	Case14	mask_1	IoU	0.6944931149482727
+epoch_51	Task124_DecathProst	Case14	mask_1	Dice	0.8197060227394104
+epoch_51	Task124_DecathProst	Case20	mask_1	IoU	0.6918301582336426
+epoch_51	Task124_DecathProst	Case20	mask_1	Dice	0.8178482055664062
+epoch_51	Task124_DecathProst	Case25	mask_1	IoU	0.6968212723731995
+epoch_51	Task124_DecathProst	Case25	mask_1	Dice	0.8213254809379578
+epoch_51	Task124_DecathProst	Case31	mask_1	IoU	0.7096120119094849
+epoch_51	Task124_DecathProst	Case31	mask_1	Dice	0.830143928527832
+epoch_51	Task124_DecathProst	Case42	mask_1	IoU	0.6636767983436584
+epoch_51	Task124_DecathProst	Case42	mask_1	Dice	0.7978434562683105

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerRW__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_51": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.5396286249160767,
+                    "Dice": 0.7009854316711426
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.5742313861846924,
+                    "Dice": 0.7295387387275696
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.5912203788757324,
+                    "Dice": 0.7431030869483948
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.804739236831665,
+                    "Dice": 0.8918066620826721
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7782036662101746,
+                    "Dice": 0.8752694129943848
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.7993401885032654,
+                    "Dice": 0.8884814381599426
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.8249233961105347,
+                    "Dice": 0.9040635824203491
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7182675004005432,
+                    "Dice": 0.8360368609428406
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7234225273132324,
+                    "Dice": 0.8395184874534607
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7175019383430481,
+                    "Dice": 0.8355180621147156
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7216877937316895,
+                    "Dice": 0.8383492231369019
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.726947546005249,
+                    "Dice": 0.8418872356414795
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.7300873398780823,
+                    "Dice": 0.8439890146255493
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.6924690008163452,
+                    "Dice": 0.8182944655418396
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.6663919687271118,
+                    "Dice": 0.7998021841049194
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.6944931149482727,
+                    "Dice": 0.8197060227394104
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.6918301582336426,
+                    "Dice": 0.8178482055664062
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.6968212723731995,
+                    "Dice": 0.8213254809379578
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7096120119094849,
+                    "Dice": 0.830143928527832
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.6636767983436584,
+                    "Dice": 0.7978434562683105
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerSequential
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												IoU
+												mask_1
+												0.5161 +/- 0.0221
+												51.61% +/- 2.21%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task121_UCL
+												Task121_UCL
+												Dice
+												mask_1
+												0.6805 +/- 0.0194
+												68.05% +/- 1.94%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.7979 +/- 0.0145
+												79.79% +/- 1.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8875 +/- 0.0090
+												88.75% +/- 0.90%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7147 +/- 0.0062
+												71.47% +/- 0.62%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8336 +/- 0.0042
+												83.36% +/- 0.42%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.6943 +/- 0.0145
+												69.43% +/- 1.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8195 +/- 0.0101
+												81.95% +/- 1.01%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 48, trained on fold 0.
+
+The nnUNetTrainerSequential model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.5160952111085256 +/- 0.022080230894735927
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.6805390119552612 +/- 0.019405889573392614
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7978666126728058 +/- 0.014453854750540503
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.887498289346695 +/- 0.008971546149061673
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7147418558597565 +/- 0.0062180651760129525
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8336283365885416 +/- 0.004227702355140445
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6943273884909493 +/- 0.014489527589716859
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8195042525018964 +/- 0.010094991661853028
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/training_log_2024_10_23_20_14_28.txt

@@ -0,0 +1,32 @@
+Starting... 
+2024-10-23 20:14:28.521609: The nnUNetTrainerSequential model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2024-10-23 20:14:28.521819: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2024-10-23 20:14:28.521868: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2024-10-23 20:14:28.525208: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2024-10-23 20:14:28.525316: The split file contains 5 splits. 
+2024-10-23 20:14:28.525363: Desired fold for training: 0 
+2024-10-23 20:14:28.525436: This split has 10 training and 3 validation cases. 
+2024-10-23 20:14:30.332910: Performing validation with validation data from task Task121_UCL. 
+2024-10-23 20:14:53.838543: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2024-10-23 20:14:53.838860: The split file contains 5 splits. 
+2024-10-23 20:14:53.838918: Desired fold for training: 0 
+2024-10-23 20:14:53.838975: This split has 15 training and 4 validation cases. 
+2024-10-23 20:14:57.471290: Performing validation with validation data from task Task122_I2CVB. 
+2024-10-23 20:15:10.339052: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2024-10-23 20:15:10.339298: The split file contains 5 splits. 
+2024-10-23 20:15:10.339367: Desired fold for training: 0 
+2024-10-23 20:15:10.339417: This split has 24 training and 6 validation cases. 
+2024-10-23 20:15:13.686997: Performing validation with validation data from task Task123_ISBI. 
+2024-10-23 20:15:24.349030: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2024-10-23 20:15:24.349261: The split file contains 5 splits. 
+2024-10-23 20:15:24.349319: Desired fold for training: 0 
+2024-10-23 20:15:24.349364: This split has 25 training and 7 validation cases. 
+2024-10-23 20:15:28.011621: Performing validation with validation data from task Task124_DecathProst. 
+2024-10-23 20:15:38.895613: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json.
+ 
+2024-10-23 20:15:38.895910: Summarizing the results (calculate mean and std).. 
+2024-10-23 20:15:38.932928: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2024-10-23 20:15:38.933015: The Evaluation took 70.41 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_48	Task121_UCL	Case01	mask_1	IoU	0.4850572645664215
+epoch_48	Task121_UCL	Case01	mask_1	Dice	0.6532505750656128
+epoch_48	Task121_UCL	Case32	mask_1	IoU	0.5286495089530945
+epoch_48	Task121_UCL	Case32	mask_1	Dice	0.6916556358337402
+epoch_48	Task121_UCL	Case34	mask_1	IoU	0.5345788598060608
+epoch_48	Task121_UCL	Case34	mask_1	Dice	0.6967108249664307
+epoch_48	Task122_I2CVB	Case03	mask_1	IoU	0.8004371523857117
+epoch_48	Task122_I2CVB	Case03	mask_1	Dice	0.8891586661338806
+epoch_48	Task122_I2CVB	Case08	mask_1	IoU	0.7757734060287476
+epoch_48	Task122_I2CVB	Case08	mask_1	Dice	0.8737301826477051
+epoch_48	Task122_I2CVB	Case13	mask_1	IoU	0.7989569902420044
+epoch_48	Task122_I2CVB	Case13	mask_1	Dice	0.8882446885108948
+epoch_48	Task122_I2CVB	Case15	mask_1	IoU	0.8162989020347595
+epoch_48	Task122_I2CVB	Case15	mask_1	Dice	0.8988596200942993
+epoch_48	Task123_ISBI	Case03	mask_1	IoU	0.71042400598526
+epoch_48	Task123_ISBI	Case03	mask_1	Dice	0.8306992650032043
+epoch_48	Task123_ISBI	Case08	mask_1	IoU	0.7203028798103333
+epoch_48	Task123_ISBI	Case08	mask_1	Dice	0.837414026260376
+epoch_48	Task123_ISBI	Case12	mask_1	IoU	0.7056788206100464
+epoch_48	Task123_ISBI	Case12	mask_1	Dice	0.8274462819099426
+epoch_48	Task123_ISBI	Case15	mask_1	IoU	0.7118170857429504
+epoch_48	Task123_ISBI	Case15	mask_1	Dice	0.8316508531570435
+epoch_48	Task123_ISBI	Case18	mask_1	IoU	0.7159910202026367
+epoch_48	Task123_ISBI	Case18	mask_1	Dice	0.8344927430152893
+epoch_48	Task123_ISBI	Case26	mask_1	IoU	0.724237322807312
+epoch_48	Task123_ISBI	Case26	mask_1	Dice	0.8400668501853943
+epoch_48	Task124_DecathProst	Case00	mask_1	IoU	0.701035737991333
+epoch_48	Task124_DecathProst	Case00	mask_1	Dice	0.8242457509040833
+epoch_48	Task124_DecathProst	Case04	mask_1	IoU	0.677291750907898
+epoch_48	Task124_DecathProst	Case04	mask_1	Dice	0.8076015710830688
+epoch_48	Task124_DecathProst	Case14	mask_1	IoU	0.6984915137290955
+epoch_48	Task124_DecathProst	Case14	mask_1	Dice	0.82248455286026
+epoch_48	Task124_DecathProst	Case20	mask_1	IoU	0.697597086429596
+epoch_48	Task124_DecathProst	Case20	mask_1	Dice	0.821864128112793
+epoch_48	Task124_DecathProst	Case25	mask_1	IoU	0.6942139267921448
+epoch_48	Task124_DecathProst	Case25	mask_1	Dice	0.8195115327835083
+epoch_48	Task124_DecathProst	Case31	mask_1	IoU	0.7193025946617126
+epoch_48	Task124_DecathProst	Case31	mask_1	Dice	0.8367376327514648
+epoch_48	Task124_DecathProst	Case42	mask_1	IoU	0.6723591089248657
+epoch_48	Task124_DecathProst	Case42	mask_1	Dice	0.8040845990180969

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_48": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.4850572645664215,
+                    "Dice": 0.6532505750656128
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.5286495089530945,
+                    "Dice": 0.6916556358337402
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.5345788598060608,
+                    "Dice": 0.6967108249664307
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.8004371523857117,
+                    "Dice": 0.8891586661338806
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7757734060287476,
+                    "Dice": 0.8737301826477051
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.7989569902420044,
+                    "Dice": 0.8882446885108948
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.8162989020347595,
+                    "Dice": 0.8988596200942993
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.71042400598526,
+                    "Dice": 0.8306992650032043
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7203028798103333,
+                    "Dice": 0.837414026260376
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7056788206100464,
+                    "Dice": 0.8274462819099426
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7118170857429504,
+                    "Dice": 0.8316508531570435
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.7159910202026367,
+                    "Dice": 0.8344927430152893
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.724237322807312,
+                    "Dice": 0.8400668501853943
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.701035737991333,
+                    "Dice": 0.8242457509040833
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.677291750907898,
+                    "Dice": 0.8076015710830688
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.6984915137290955,
+                    "Dice": 0.82248455286026
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.697597086429596,
+                    "Dice": 0.821864128112793
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.6942139267921448,
+                    "Dice": 0.8195115327835083
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7193025946617126,
+                    "Dice": 0.8367376327514648
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.6723591089248657,
+                    "Dice": 0.8040845990180969
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerSequential
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29971872
+				29971872
+				114.334
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												IoU
+												mask_1
+												0.5157 +/- 0.0221
+												51.57% +/- 2.21%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task121_UCL
+												Dice
+												mask_1
+												0.6802 +/- 0.0194
+												68.02% +/- 1.94%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.7979 +/- 0.0145
+												79.79% +/- 1.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8875 +/- 0.0090
+												88.75% +/- 0.90%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7147 +/- 0.0062
+												71.47% +/- 0.62%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8336 +/- 0.0042
+												83.36% +/- 0.42%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.6943 +/- 0.0145
+												69.43% +/- 1.45%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerSequential
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB
+												0
+												Task122_I2CVB
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8195 +/- 0.0101
+												81.95% +/- 1.01%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 48, trained on fold 0.
+
+The nnUNetTrainerSequential model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task122_I2CVB head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.5157383779684702 +/- 0.022051716080551308
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.6802289684613546 +/- 0.019389710279641603
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7978666126728058 +/- 0.014453854750540503
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.887498289346695 +/- 0.008971546149061673
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7147418558597565 +/- 0.0062180651760129525
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8336283365885416 +/- 0.004227702355140445
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6943273884909493 +/- 0.014489527589716859
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8195042525018964 +/- 0.010094991661853028
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/training_log_2025_3_6_07_45_57.txt

@@ -0,0 +1,32 @@
+Starting... 
+2025-03-06 07:45:57.455874: The nnUNetTrainerSequential model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task122_I2CVB head. 
+2025-03-06 07:45:57.456106: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2025-03-06 07:45:57.456149: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2025-03-06 07:45:57.459600: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2025-03-06 07:45:57.459713: The split file contains 5 splits. 
+2025-03-06 07:45:57.459764: Desired fold for training: 0 
+2025-03-06 07:45:57.459808: This split has 10 training and 3 validation cases. 
+2025-03-06 07:45:59.356844: Performing validation with validation data from task Task121_UCL. 
+2025-03-06 07:46:10.900042: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2025-03-06 07:46:10.900252: The split file contains 5 splits. 
+2025-03-06 07:46:10.900313: Desired fold for training: 0 
+2025-03-06 07:46:10.900357: This split has 15 training and 4 validation cases. 
+2025-03-06 07:46:15.434080: Performing validation with validation data from task Task122_I2CVB. 
+2025-03-06 07:46:21.418514: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2025-03-06 07:46:21.418918: The split file contains 5 splits. 
+2025-03-06 07:46:21.418977: Desired fold for training: 0 
+2025-03-06 07:46:21.419022: This split has 24 training and 6 validation cases. 
+2025-03-06 07:46:25.312099: Performing validation with validation data from task Task123_ISBI. 
+2025-03-06 07:46:31.549958: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2025-03-06 07:46:31.550212: The split file contains 5 splits. 
+2025-03-06 07:46:31.550269: Desired fold for training: 0 
+2025-03-06 07:46:31.550312: This split has 25 training and 7 validation cases. 
+2025-03-06 07:46:35.438564: Performing validation with validation data from task Task124_DecathProst. 
+2025-03-06 07:46:41.546088: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json.
+ 
+2025-03-06 07:46:41.546459: Summarizing the results (calculate mean and std).. 
+2025-03-06 07:46:41.581114: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2025-03-06 07:46:41.581191: The Evaluation took 44.13 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_48	Task121_UCL	Case01	mask_1	IoU	0.4847410023212433
+epoch_48	Task121_UCL	Case01	mask_1	Dice	0.6529636979103088
+epoch_48	Task121_UCL	Case32	mask_1	IoU	0.5282723903656006
+epoch_48	Task121_UCL	Case32	mask_1	Dice	0.6913327574729919
+epoch_48	Task121_UCL	Case34	mask_1	IoU	0.5342017412185669
+epoch_48	Task121_UCL	Case34	mask_1	Dice	0.6963904500007629
+epoch_48	Task122_I2CVB	Case03	mask_1	IoU	0.8004371523857117
+epoch_48	Task122_I2CVB	Case03	mask_1	Dice	0.8891586661338806
+epoch_48	Task122_I2CVB	Case08	mask_1	IoU	0.7757734060287476
+epoch_48	Task122_I2CVB	Case08	mask_1	Dice	0.8737301826477051
+epoch_48	Task122_I2CVB	Case13	mask_1	IoU	0.7989569902420044
+epoch_48	Task122_I2CVB	Case13	mask_1	Dice	0.8882446885108948
+epoch_48	Task122_I2CVB	Case15	mask_1	IoU	0.8162989020347595
+epoch_48	Task122_I2CVB	Case15	mask_1	Dice	0.8988596200942993
+epoch_48	Task123_ISBI	Case03	mask_1	IoU	0.71042400598526
+epoch_48	Task123_ISBI	Case03	mask_1	Dice	0.8306992650032043
+epoch_48	Task123_ISBI	Case08	mask_1	IoU	0.7203028798103333
+epoch_48	Task123_ISBI	Case08	mask_1	Dice	0.837414026260376
+epoch_48	Task123_ISBI	Case12	mask_1	IoU	0.7056788206100464
+epoch_48	Task123_ISBI	Case12	mask_1	Dice	0.8274462819099426
+epoch_48	Task123_ISBI	Case15	mask_1	IoU	0.7118170857429504
+epoch_48	Task123_ISBI	Case15	mask_1	Dice	0.8316508531570435
+epoch_48	Task123_ISBI	Case18	mask_1	IoU	0.7159910202026367
+epoch_48	Task123_ISBI	Case18	mask_1	Dice	0.8344927430152893
+epoch_48	Task123_ISBI	Case26	mask_1	IoU	0.724237322807312
+epoch_48	Task123_ISBI	Case26	mask_1	Dice	0.8400668501853943
+epoch_48	Task124_DecathProst	Case00	mask_1	IoU	0.701035737991333
+epoch_48	Task124_DecathProst	Case00	mask_1	Dice	0.8242457509040833
+epoch_48	Task124_DecathProst	Case04	mask_1	IoU	0.677291750907898
+epoch_48	Task124_DecathProst	Case04	mask_1	Dice	0.8076015710830688
+epoch_48	Task124_DecathProst	Case14	mask_1	IoU	0.6984915137290955
+epoch_48	Task124_DecathProst	Case14	mask_1	Dice	0.82248455286026
+epoch_48	Task124_DecathProst	Case20	mask_1	IoU	0.697597086429596
+epoch_48	Task124_DecathProst	Case20	mask_1	Dice	0.821864128112793
+epoch_48	Task124_DecathProst	Case25	mask_1	IoU	0.6942139267921448
+epoch_48	Task124_DecathProst	Case25	mask_1	Dice	0.8195115327835083
+epoch_48	Task124_DecathProst	Case31	mask_1	IoU	0.7193025946617126
+epoch_48	Task124_DecathProst	Case31	mask_1	Dice	0.8367376327514648
+epoch_48	Task124_DecathProst	Case42	mask_1	IoU	0.6723591089248657
+epoch_48	Task124_DecathProst	Case42	mask_1	Dice	0.8040845990180969

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB/nnUNetTrainerSequential__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_48": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.4847410023212433,
+                    "Dice": 0.6529636979103088
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.5282723903656006,
+                    "Dice": 0.6913327574729919
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.5342017412185669,
+                    "Dice": 0.6963904500007629
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.8004371523857117,
+                    "Dice": 0.8891586661338806
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7757734060287476,
+                    "Dice": 0.8737301826477051
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.7989569902420044,
+                    "Dice": 0.8882446885108948
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.8162989020347595,
+                    "Dice": 0.8988596200942993
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.71042400598526,
+                    "Dice": 0.8306992650032043
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7203028798103333,
+                    "Dice": 0.837414026260376
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.7056788206100464,
+                    "Dice": 0.8274462819099426
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7118170857429504,
+                    "Dice": 0.8316508531570435
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.7159910202026367,
+                    "Dice": 0.8344927430152893
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.724237322807312,
+                    "Dice": 0.8400668501853943
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.701035737991333,
+                    "Dice": 0.8242457509040833
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.677291750907898,
+                    "Dice": 0.8076015710830688
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.6984915137290955,
+                    "Dice": 0.82248455286026
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.697597086429596,
+                    "Dice": 0.821864128112793
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.6942139267921448,
+                    "Dice": 0.8195115327835083
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7193025946617126,
+                    "Dice": 0.8367376327514648
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.6723591089248657,
+                    "Dice": 0.8040845990180969
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerEWC
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29974752
+				29974752
+				114.345
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task121_UCL
+												Task121_UCL
+												IoU
+												mask_1
+												0.7254 +/- 0.0100
+												72.54% +/- 1.00%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task121_UCL
+												Task121_UCL
+												Dice
+												mask_1
+												0.8408 +/- 0.0067
+												84.08% +/- 0.67%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.6890 +/- 0.0146
+												68.90% +/- 1.46%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task122_I2CVB
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8158 +/- 0.0102
+												81.58% +/- 1.02%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7831 +/- 0.0048
+												78.31% +/- 0.48%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8784 +/- 0.0030
+												87.84% +/- 0.30%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.7785 +/- 0.0062
+												77.85% +/- 0.62%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8754 +/- 0.0039
+												87.54% +/- 0.39%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt

@@ -0,0 +1,28 @@
+Evaluation performed after Epoch 250, trained on fold 0.
+
+The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst has been used for this evaluation with the Task123_ISBI head. The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model.
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7253949046134949 +/- 0.009966595044313607
+
+Evaluation performed for fold 0, task Task121_UCL using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8408063054084778 +/- 0.006710505585871415
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.6889782398939133 +/- 0.014566028308552812
+
+Evaluation performed for fold 0, task Task122_I2CVB using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8157638311386108 +/- 0.010237818190260378
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7831400036811829 +/- 0.0048185152163620435
+
+Evaluation performed for fold 0, task Task123_ISBI using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8783748845259348 +/- 0.003027549389143765
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and IoU as metric:
+mean (+/- std):	 0.7784789289746966 +/- 0.00624781550091986
+
+Evaluation performed for fold 0, task Task124_DecathProst using segmentation mask 1 and Dice as metric:
+mean (+/- std):	 0.8754296473094395 +/- 0.003946893157929156
+

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/training_log_2024_10_24_00_12_00.txt

@@ -0,0 +1,32 @@
+Starting... 
+2024-10-24 00:12:00.179860: The nnUNetTrainerEWC model trained on Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst will be used for this evaluation with the Task123_ISBI head. 
+2024-10-24 00:12:00.180093: The used checkpoint can be found at /home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model. 
+2024-10-24 00:12:00.180128: Start performing evaluation on fold 0 for the following tasks: Task121_UCL, Task122_I2CVB, Task123_ISBI, Task124_DecathProst.
+ 
+2024-10-24 00:12:00.182848: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task121_UCL/splits_final.pkl 
+2024-10-24 00:12:00.182932: The split file contains 5 splits. 
+2024-10-24 00:12:00.182968: Desired fold for training: 0 
+2024-10-24 00:12:00.182997: This split has 10 training and 3 validation cases. 
+2024-10-24 00:12:01.339025: Performing validation with validation data from task Task121_UCL. 
+2024-10-24 00:12:10.788818: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task122_I2CVB/splits_final.pkl 
+2024-10-24 00:12:10.789061: The split file contains 5 splits. 
+2024-10-24 00:12:10.789128: Desired fold for training: 0 
+2024-10-24 00:12:10.789171: This split has 15 training and 4 validation cases. 
+2024-10-24 00:12:13.199727: Performing validation with validation data from task Task122_I2CVB. 
+2024-10-24 00:12:18.564729: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task123_ISBI/splits_final.pkl 
+2024-10-24 00:12:18.564902: The split file contains 5 splits. 
+2024-10-24 00:12:18.564943: Desired fold for training: 0 
+2024-10-24 00:12:18.564973: This split has 24 training and 6 validation cases. 
+2024-10-24 00:12:21.134351: Performing validation with validation data from task Task123_ISBI. 
+2024-10-24 00:12:26.472227: Using splits from existing split file: /home/lhbac/viccle/required_folder/nnUNet_preprocessed/Task124_DecathProst/splits_final.pkl 
+2024-10-24 00:12:26.472436: The split file contains 5 splits. 
+2024-10-24 00:12:26.472483: Desired fold for training: 0 
+2024-10-24 00:12:26.472515: This split has 25 training and 7 validation cases. 
+2024-10-24 00:12:29.048715: Performing validation with validation data from task Task124_DecathProst. 
+2024-10-24 00:12:34.618745: Finished with the evaluation on fold 0. The results can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics.csv or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json.
+ 
+2024-10-24 00:12:34.618878: Summarizing the results (calculate mean and std).. 
+2024-10-24 00:12:34.641410: The summarized results of the evaluation on fold 0 can be found at: /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.txt or /home/lhbac/viccle/required_folder/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/summarized_val_metrics.csv.
+
+ 
+2024-10-24 00:12:34.641473: The Evaluation took 34.46 seconds. 

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.csv

@@ -0,0 +1,41 @@
+Epoch	Task	subject_id	seg_mask	metric	value
+epoch_250	Task121_UCL	Case01	mask_1	IoU	0.7121040225028992
+epoch_250	Task121_UCL	Case01	mask_1	Dice	0.8318466544151306
+epoch_250	Task121_UCL	Case32	mask_1	IoU	0.7361040711402893
+epoch_250	Task121_UCL	Case32	mask_1	Dice	0.8479953408241272
+epoch_250	Task121_UCL	Case34	mask_1	IoU	0.7279766201972961
+epoch_250	Task121_UCL	Case34	mask_1	Dice	0.8425769209861755
+epoch_250	Task122_I2CVB	Case03	mask_1	IoU	0.6911898255348206
+epoch_250	Task122_I2CVB	Case03	mask_1	Dice	0.8174006342887878
+epoch_250	Task122_I2CVB	Case08	mask_1	IoU	0.6671628355979919
+epoch_250	Task122_I2CVB	Case08	mask_1	Dice	0.8003571629524231
+epoch_250	Task122_I2CVB	Case13	mask_1	IoU	0.6894068121910095
+epoch_250	Task122_I2CVB	Case13	mask_1	Dice	0.8161525130271912
+epoch_250	Task122_I2CVB	Case15	mask_1	IoU	0.708153486251831
+epoch_250	Task122_I2CVB	Case15	mask_1	Dice	0.8291450142860413
+epoch_250	Task123_ISBI	Case03	mask_1	IoU	0.7813063263893127
+epoch_250	Task123_ISBI	Case03	mask_1	Dice	0.8772284984588623
+epoch_250	Task123_ISBI	Case08	mask_1	IoU	0.7920610308647156
+epoch_250	Task123_ISBI	Case08	mask_1	Dice	0.8839665651321411
+epoch_250	Task123_ISBI	Case12	mask_1	IoU	0.783444344997406
+epoch_250	Task123_ISBI	Case12	mask_1	Dice	0.8785744905471802
+epoch_250	Task123_ISBI	Case15	mask_1	IoU	0.7756404876708984
+epoch_250	Task123_ISBI	Case15	mask_1	Dice	0.8736458420753479
+epoch_250	Task123_ISBI	Case18	mask_1	IoU	0.783093273639679
+epoch_250	Task123_ISBI	Case18	mask_1	Dice	0.8783536553382874
+epoch_250	Task123_ISBI	Case26	mask_1	IoU	0.7832945585250854
+epoch_250	Task123_ISBI	Case26	mask_1	Dice	0.8784802556037903
+epoch_250	Task124_DecathProst	Case00	mask_1	IoU	0.7752766013145447
+epoch_250	Task124_DecathProst	Case00	mask_1	Dice	0.8734149932861328
+epoch_250	Task124_DecathProst	Case04	mask_1	IoU	0.7687703967094421
+epoch_250	Task124_DecathProst	Case04	mask_1	Dice	0.8692709803581238
+epoch_250	Task124_DecathProst	Case14	mask_1	IoU	0.7765285968780518
+epoch_250	Task124_DecathProst	Case14	mask_1	Dice	0.874208927154541
+epoch_250	Task124_DecathProst	Case20	mask_1	IoU	0.7776334285736084
+epoch_250	Task124_DecathProst	Case20	mask_1	Dice	0.8749086260795593
+epoch_250	Task124_DecathProst	Case25	mask_1	IoU	0.7868635654449463
+epoch_250	Task124_DecathProst	Case25	mask_1	Dice	0.8807203769683838
+epoch_250	Task124_DecathProst	Case31	mask_1	IoU	0.7879325747489929
+epoch_250	Task124_DecathProst	Case31	mask_1	Dice	0.8813895583152771
+epoch_250	Task124_DecathProst	Case42	mask_1	IoU	0.7763473391532898
+epoch_250	Task124_DecathProst	Case42	mask_1	Dice	0.8740940690040588

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/corresponding_head/fold_0/val_metrics_eval.json

@@ -0,0 +1,132 @@
+{
+    "epoch_250": {
+        "Task121_UCL": {
+            "Case01": {
+                "mask_1": {
+                    "IoU": 0.7121040225028992,
+                    "Dice": 0.8318466544151306
+                }
+            },
+            "Case32": {
+                "mask_1": {
+                    "IoU": 0.7361040711402893,
+                    "Dice": 0.8479953408241272
+                }
+            },
+            "Case34": {
+                "mask_1": {
+                    "IoU": 0.7279766201972961,
+                    "Dice": 0.8425769209861755
+                }
+            }
+        },
+        "Task122_I2CVB": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.6911898255348206,
+                    "Dice": 0.8174006342887878
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.6671628355979919,
+                    "Dice": 0.8003571629524231
+                }
+            },
+            "Case13": {
+                "mask_1": {
+                    "IoU": 0.6894068121910095,
+                    "Dice": 0.8161525130271912
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.708153486251831,
+                    "Dice": 0.8291450142860413
+                }
+            }
+        },
+        "Task123_ISBI": {
+            "Case03": {
+                "mask_1": {
+                    "IoU": 0.7813063263893127,
+                    "Dice": 0.8772284984588623
+                }
+            },
+            "Case08": {
+                "mask_1": {
+                    "IoU": 0.7920610308647156,
+                    "Dice": 0.8839665651321411
+                }
+            },
+            "Case12": {
+                "mask_1": {
+                    "IoU": 0.783444344997406,
+                    "Dice": 0.8785744905471802
+                }
+            },
+            "Case15": {
+                "mask_1": {
+                    "IoU": 0.7756404876708984,
+                    "Dice": 0.8736458420753479
+                }
+            },
+            "Case18": {
+                "mask_1": {
+                    "IoU": 0.783093273639679,
+                    "Dice": 0.8783536553382874
+                }
+            },
+            "Case26": {
+                "mask_1": {
+                    "IoU": 0.7832945585250854,
+                    "Dice": 0.8784802556037903
+                }
+            }
+        },
+        "Task124_DecathProst": {
+            "Case00": {
+                "mask_1": {
+                    "IoU": 0.7752766013145447,
+                    "Dice": 0.8734149932861328
+                }
+            },
+            "Case04": {
+                "mask_1": {
+                    "IoU": 0.7687703967094421,
+                    "Dice": 0.8692709803581238
+                }
+            },
+            "Case14": {
+                "mask_1": {
+                    "IoU": 0.7765285968780518,
+                    "Dice": 0.874208927154541
+                }
+            },
+            "Case20": {
+                "mask_1": {
+                    "IoU": 0.7776334285736084,
+                    "Dice": 0.8749086260795593
+                }
+            },
+            "Case25": {
+                "mask_1": {
+                    "IoU": 0.7868635654449463,
+                    "Dice": 0.8807203769683838
+                }
+            },
+            "Case31": {
+                "mask_1": {
+                    "IoU": 0.7879325747489929,
+                    "Dice": 0.8813895583152771
+                }
+            },
+            "Case42": {
+                "mask_1": {
+                    "IoU": 0.7763473391532898,
+                    "Dice": 0.8740940690040588
+                }
+            }
+        }
+    }
+}

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/model_summary.csv

@@ -0,0 +1,10 @@
+network	total nr. of parameters	trainable parameters	model size [in MB]	0
+				nnUNetTrainerEWC
+				29966112
+				29966112
+				114.312
+				Multi Head Network with task specific heads
+				29974752
+				29974752
+				114.345
+				

baseline2/EVALUATION_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/last_head/fold_0/summarized_val_metrics.csv

@@ -0,0 +1,104 @@
+trainer	network	overall train order	trained on	trained on fold	used head for eval	eval on task	metric	seg mask	mean +/- std	mean +/- std [in %]	checkpoint	0
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task121_UCL
+												IoU
+												mask_1
+												0.7254 +/- 0.0100
+												72.54% +/- 1.00%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task121_UCL
+												Dice
+												mask_1
+												0.8408 +/- 0.0067
+												84.08% +/- 0.67%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task122_I2CVB
+												IoU
+												mask_1
+												0.6890 +/- 0.0146
+												68.90% +/- 1.46%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task122_I2CVB
+												Dice
+												mask_1
+												0.8158 +/- 0.0102
+												81.58% +/- 1.02%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task123_ISBI
+												IoU
+												mask_1
+												0.7831 +/- 0.0048
+												78.31% +/- 0.48%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task123_ISBI
+												Dice
+												mask_1
+												0.8784 +/- 0.0030
+												87.84% +/- 0.30%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task124_DecathProst
+												IoU
+												mask_1
+												0.7785 +/- 0.0062
+												77.85% +/- 0.62%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+												
+												nnUNetTrainerEWC
+												2d
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI -- Task124_DecathProst
+												Task121_UCL -- Task122_I2CVB -- Task123_ISBI
+												0
+												Task123_ISBI
+												Task124_DecathProst
+												Dice
+												mask_1
+												0.8754 +/- 0.0039
+												87.54% +/- 0.39%
+												/home/lhbac/viccle/required_folder/RESULTS_FOLDER_PRETRAINED_LIFELONG/nnUNet_ext/2d/Task121_UCL_Task122_I2CVB_Task123_ISBI_Task124_DecathProst/Task121_UCL_Task122_I2CVB_Task123_ISBI/nnUNetTrainerEWC__nnUNetPlansv2.1/Generic_UNet/SEQ/fold_0/model_final_checkpoint.model
+