├── .bandit.yml ├── .editorconfig ├── .flake8 ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── general_question.md ├── pull_request_template.md └── workflows │ ├── lint.yml │ ├── master_branch_protection.yml │ ├── publish_docker.yml │ ├── publish_docs.yml │ ├── sync.yml │ └── train_cpu.yml ├── .gitignore ├── .mlf_core.yml ├── .readthedocs.yml ├── AUTHORS.rst ├── CHANGELOG.rst ├── CODE_OF_CONDUCT.rst ├── Dockerfile ├── LICENSE ├── MLproject ├── README.rst ├── data ├── img_0.pt ├── img_1.pt ├── lab_0.pt └── lab_1.pt ├── docs ├── Makefile ├── _static │ └── custom_cookietemple.css ├── authors.rst ├── changelog.rst ├── code_of_conduct.rst ├── conf.py ├── images │ ├── iou_boxplots.png │ ├── u_net_architecture.png │ └── u_net_lits.png ├── index.rst ├── make.bat ├── model.rst ├── readme.rst ├── requirements.txt └── usage.rst ├── environment.yml ├── liver_ct_segmentation ├── data_loading │ └── data_loader.py ├── liver_ct_segmentation.py ├── losses │ └── focal_loss.py ├── metrics │ └── metrics.py ├── mlf_core │ └── mlf_core.py └── model │ ├── model.py │ └── unet_3d_models.py ├── mlf_core.cfg ├── mlruns ├── 0 │ ├── 0c6e99168b724b73a353576e0a3a87a3 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ └── meta.yaml ├── 1 │ ├── 12e991d8af8845248b99514e93db73cd │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 2c03cf512d434bebbeb247e493753289 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 4f6d50cc5e90456fa7acaac3d705552e │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 5d21413629a14dbc9afd8a7bab4e0c01 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 6d0d3d7163734bb3bd8eafe27d646ddc │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 7295b327b4d642a2b8634e1a21cfca72 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 82c2e7dc0fc84baea407679ad2350421 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 88009fc3656349ac9bbff8f796fdff4f │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── f215b057cae74d769b8826d74482faa1 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ └── meta.yaml ├── 2 │ ├── 084421756a794317a6590c7f10ec14bb │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 08762afebd1b4868a666dac45ec0f55a │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 44612331192e4f26b18133be421fef5f │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 49c79e5c699b4020969f66799c503f57 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 5a9ffdb3b5ab417687b122f35ddeb67f │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 82d6dd5df11a4470b95d3480af3d57f1 │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── 905a138950774ec9ad05431e11d28e0e │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── ae8dabb4c621494a99df1feba562119d │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── ee3d1b765f6f459eb7ca4cacb8162fed │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ ├── f28f9f85e338439282d06d45a256645a │ │ ├── artifacts │ │ │ ├── model_summary.txt │ │ │ └── reports │ │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ │ ├── system_intelligence.json │ │ │ │ └── system_intelligence.json.html │ │ ├── meta.yaml │ │ ├── metrics │ │ │ ├── test_avg_acc │ │ │ ├── test_avg_loss │ │ │ ├── test_iou_0 │ │ │ ├── test_iou_1 │ │ │ ├── test_iou_2 │ │ │ ├── test_mean_iou │ │ │ ├── train_avg_acc │ │ │ ├── train_avg_loss │ │ │ ├── train_iou_0 │ │ │ ├── train_iou_1 │ │ │ ├── train_iou_2 │ │ │ ├── train_mean_iou │ │ │ ├── val_avg_acc │ │ │ ├── val_avg_loss │ │ │ ├── val_iou_0 │ │ │ ├── val_iou_1 │ │ │ ├── val_iou_2 │ │ │ └── val_mean_iou │ │ ├── params │ │ │ ├── accelerator │ │ │ ├── amsgrad │ │ │ ├── betas │ │ │ ├── class-weights │ │ │ ├── dataset-path │ │ │ ├── dataset-size │ │ │ ├── dropout-rate │ │ │ ├── epochs │ │ │ ├── eps │ │ │ ├── general-seed │ │ │ ├── gpus │ │ │ ├── log-interval │ │ │ ├── lr │ │ │ ├── max_epochs │ │ │ ├── n-channels │ │ │ ├── n-class │ │ │ ├── num_workers │ │ │ ├── optimizer_name │ │ │ ├── pytorch-seed │ │ │ ├── test-batch-size │ │ │ ├── test-epochs │ │ │ ├── test-percent │ │ │ ├── training-batch-size │ │ │ └── weight_decay │ │ └── tags │ │ │ ├── Mode │ │ │ ├── mlflow.gitRepoURL │ │ │ ├── mlflow.log-model.history │ │ │ ├── mlflow.project.backend │ │ │ ├── mlflow.project.entryPoint │ │ │ ├── mlflow.project.env │ │ │ ├── mlflow.source.git.commit │ │ │ ├── mlflow.source.git.repoURL │ │ │ ├── mlflow.source.name │ │ │ ├── mlflow.source.type │ │ │ └── mlflow.user │ └── meta.yaml └── 3 │ ├── 1761d59702bc43a38bdb0c1084bbbe92 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── 488e2b57d43744b2947ac2be61f55746 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── 82c32ac6f16744848000f9987869c1ea │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── 9e181578c84e4f85bdb1698da67f9e70 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── a3818b7d36a34a6eb42099fdfddadb15 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── ab14c6662da34c52a992825bf103bb85 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── c6e9c355f50143b2be09d3ee23d05335 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── d7df9753d23d4a94ab52f887fe8665a5 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── e1a7b895c4de41ccbc53af9e0f5c082f │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ ├── feb3e9df087040559b118edb28ee5dd4 │ ├── artifacts │ │ ├── model_summary.txt │ │ └── reports │ │ │ ├── liver_ct_segmentation_conda_environment.yml │ │ │ ├── system_intelligence.json │ │ │ └── system_intelligence.json.html │ ├── meta.yaml │ ├── metrics │ │ ├── test_avg_acc │ │ ├── test_avg_loss │ │ ├── test_iou_0 │ │ ├── test_iou_1 │ │ ├── test_iou_2 │ │ ├── test_mean_iou │ │ ├── train_avg_acc │ │ ├── train_avg_loss │ │ ├── train_iou_0 │ │ ├── train_iou_1 │ │ ├── train_iou_2 │ │ ├── train_mean_iou │ │ ├── val_avg_acc │ │ ├── val_avg_loss │ │ ├── val_iou_0 │ │ ├── val_iou_1 │ │ ├── val_iou_2 │ │ └── val_mean_iou │ ├── params │ │ ├── accelerator │ │ ├── amsgrad │ │ ├── betas │ │ ├── class-weights │ │ ├── dataset-path │ │ ├── dataset-size │ │ ├── dropout-rate │ │ ├── epochs │ │ ├── eps │ │ ├── general-seed │ │ ├── gpus │ │ ├── log-interval │ │ ├── lr │ │ ├── max_epochs │ │ ├── n-channels │ │ ├── n-class │ │ ├── optimizer_name │ │ ├── pytorch-seed │ │ ├── test-batch-size │ │ ├── test-epochs │ │ ├── test-percent │ │ ├── training-batch-size │ │ └── weight_decay │ └── tags │ │ ├── Mode │ │ ├── mlflow.gitRepoURL │ │ ├── mlflow.log-model.history │ │ ├── mlflow.project.backend │ │ ├── mlflow.project.entryPoint │ │ ├── mlflow.project.env │ │ ├── mlflow.source.git.commit │ │ ├── mlflow.source.git.repoURL │ │ ├── mlflow.source.name │ │ ├── mlflow.source.type │ │ └── mlflow.user │ └── meta.yaml └── preprocessing ├── Dockerfile ├── README.md ├── environment.yml ├── liver_ct_seg_dataset.ipynb └── start.sh /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | exclude = docs/* 3 | max-line-length = 160 4 | -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 1 | docs/* linguist-vendored=true 2 | mlruns/** linguist-vendored=true 3 | -------------------------------------------------------------------------------- /data/img_0.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlf-core/liver-ct-segmentation/9c07bd0d053204de42de9d8b7d252144552282b5/data/img_0.pt -------------------------------------------------------------------------------- /data/img_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlf-core/liver-ct-segmentation/9c07bd0d053204de42de9d8b7d252144552282b5/data/img_1.pt -------------------------------------------------------------------------------- /data/lab_0.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlf-core/liver-ct-segmentation/9c07bd0d053204de42de9d8b7d252144552282b5/data/lab_0.pt -------------------------------------------------------------------------------- /data/lab_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlf-core/liver-ct-segmentation/9c07bd0d053204de42de9d8b7d252144552282b5/data/lab_1.pt -------------------------------------------------------------------------------- /docs/authors.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../AUTHORS.rst 2 | -------------------------------------------------------------------------------- /docs/changelog.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../CHANGELOG.rst 2 | -------------------------------------------------------------------------------- /docs/code_of_conduct.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../CODE_OF_CONDUCT.rst 2 | -------------------------------------------------------------------------------- /docs/readme.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../README.rst 2 | -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- 1 | Sphinx==2.4.4 2 | sphinx_rtd_theme==0.5.0 3 | 4 | -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/amsgrad: -------------------------------------------------------------------------------- 1 | False -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/betas: -------------------------------------------------------------------------------- 1 | (0.9, 0.999) -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/class-weights: -------------------------------------------------------------------------------- 1 | '0.2, 1.0, 2.5' -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/dataset-path: -------------------------------------------------------------------------------- 1 | /vol/volume/lits/ds/ -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/dataset-size: -------------------------------------------------------------------------------- 1 | 131 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/num_workers: -------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/0/0c6e99168b724b73a353576e0a3a87a3/tags/Mode: 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-------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/params/test-epochs: 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file:///home/ubuntu/semseg/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/2c03cf512d434bebbeb247e493753289/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/1/4f6d50cc5e90456fa7acaac3d705552e/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/1/4f6d50cc5e90456fa7acaac3d705552e/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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/mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/num_workers: -------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/params/test-epochs: 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file:///home/ubuntu/semseg/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/5d21413629a14dbc9afd8a7bab4e0c01/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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-------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/params/training-batch-size: 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/mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/tags/mlflow.source.git.repoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/tags/mlflow.source.name: -------------------------------------------------------------------------------- 1 | file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/6d0d3d7163734bb3bd8eafe27d646ddc/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu 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-------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/num_workers: -------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/params/test-epochs: 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file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/7295b327b4d642a2b8634e1a21cfca72/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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-------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/tags/Mode: -------------------------------------------------------------------------------- 1 | testing -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/tags/mlflow.gitRepoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/1/82c2e7dc0fc84baea407679ad2350421/tags/mlflow.project.backend: 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-------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/params/test-epochs: 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file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/88009fc3656349ac9bbff8f796fdff4f/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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-------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/Mode: -------------------------------------------------------------------------------- 1 | testing -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.gitRepoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.project.backend: 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/mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.source.git.repoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.source.name: -------------------------------------------------------------------------------- 1 | file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/1/f215b057cae74d769b8826d74482faa1/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu 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-------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/dataset-path: -------------------------------------------------------------------------------- 1 | /vol/volume/lits/ds/ -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/dataset-size: -------------------------------------------------------------------------------- 1 | 131 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/tags/Mode: 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file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/2/084421756a794317a6590c7f10ec14bb/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/2/08762afebd1b4868a666dac45ec0f55a/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/2/08762afebd1b4868a666dac45ec0f55a/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/2/905a138950774ec9ad05431e11d28e0e/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/2/905a138950774ec9ad05431e11d28e0e/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/2/ae8dabb4c621494a99df1feba562119d/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/2/ae8dabb4c621494a99df1feba562119d/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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-------------------------------------------------------------------------------- 1 | 24 -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/params/test-epochs: 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file:///home/ubuntu/lkc/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/2/ee3d1b765f6f459eb7ca4cacb8162fed/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/2/f28f9f85e338439282d06d45a256645a/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/2/f28f9f85e338439282d06d45a256645a/params/amsgrad: -------------------------------------------------------------------------------- 1 | False 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2 -------------------------------------------------------------------------------- /mlruns/3/488e2b57d43744b2947ac2be61f55746/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/488e2b57d43744b2947ac2be61f55746/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/488e2b57d43744b2947ac2be61f55746/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/488e2b57d43744b2947ac2be61f55746/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 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1201 -------------------------------------------------------------------------------- /mlruns/3/82c32ac6f16744848000f9987869c1ea/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/82c32ac6f16744848000f9987869c1ea/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/82c32ac6f16744848000f9987869c1ea/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/82c32ac6f16744848000f9987869c1ea/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 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/mlruns/3/9e181578c84e4f85bdb1698da67f9e70/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/3/9e181578c84e4f85bdb1698da67f9e70/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/9e181578c84e4f85bdb1698da67f9e70/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/3/9e181578c84e4f85bdb1698da67f9e70/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/9e181578c84e4f85bdb1698da67f9e70/params/lr: 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2 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/a3818b7d36a34a6eb42099fdfddadb15/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 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1201 -------------------------------------------------------------------------------- /mlruns/3/ab14c6662da34c52a992825bf103bb85/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/ab14c6662da34c52a992825bf103bb85/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/ab14c6662da34c52a992825bf103bb85/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/ab14c6662da34c52a992825bf103bb85/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 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/mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/tags/Mode: -------------------------------------------------------------------------------- 1 | testing -------------------------------------------------------------------------------- /mlruns/3/c6e9c355f50143b2be09d3ee23d05335/tags/mlflow.gitRepoURL: 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-------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 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main -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.project.env: -------------------------------------------------------------------------------- 1 | conda -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.source.git.commit: -------------------------------------------------------------------------------- 1 | 8c016cc21246be33eaaa018ceb17d44aef0faef0 -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.source.git.repoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.source.name: -------------------------------------------------------------------------------- 1 | file:///home/ubuntu/semseg/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/3/d7df9753d23d4a94ab52f887fe8665a5/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/amsgrad: -------------------------------------------------------------------------------- 1 | False -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/betas: -------------------------------------------------------------------------------- 1 | (0.9, 0.999) -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/class-weights: -------------------------------------------------------------------------------- 1 | '0.2, 1.0, 2.5' -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/dataset-path: -------------------------------------------------------------------------------- 1 | /vol/datasets/lits/ds/ -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/dataset-size: -------------------------------------------------------------------------------- 1 | 131 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 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file:///home/ubuntu/semseg/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/3/e1a7b895c4de41ccbc53af9e0f5c082f/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/accelerator: -------------------------------------------------------------------------------- 1 | ddp -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/amsgrad: -------------------------------------------------------------------------------- 1 | False -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/betas: -------------------------------------------------------------------------------- 1 | (0.9, 0.999) -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/class-weights: -------------------------------------------------------------------------------- 1 | '0.2, 1.0, 2.5' -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/dataset-path: -------------------------------------------------------------------------------- 1 | /vol/datasets/lits/ds/ -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/dataset-size: -------------------------------------------------------------------------------- 1 | 131 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/dropout-rate: -------------------------------------------------------------------------------- 1 | 0.25 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/eps: -------------------------------------------------------------------------------- 1 | 1e-08 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/general-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/gpus: -------------------------------------------------------------------------------- 1 | 2 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/log-interval: -------------------------------------------------------------------------------- 1 | 3000 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/lr: -------------------------------------------------------------------------------- 1 | 0.0001 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/max_epochs: -------------------------------------------------------------------------------- 1 | 1201 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/n-channels: -------------------------------------------------------------------------------- 1 | 1 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/n-class: -------------------------------------------------------------------------------- 1 | 3 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/optimizer_name: -------------------------------------------------------------------------------- 1 | Adam -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/pytorch-seed: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/test-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/test-epochs: -------------------------------------------------------------------------------- 1 | 10 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/test-percent: -------------------------------------------------------------------------------- 1 | 0.15 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/training-batch-size: -------------------------------------------------------------------------------- 1 | 4 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/params/weight_decay: -------------------------------------------------------------------------------- 1 | 0 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/Mode: -------------------------------------------------------------------------------- 1 | testing -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.gitRepoURL: -------------------------------------------------------------------------------- 1 | https://github.com/mlf-core/liver-ct-segmentation.git -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.project.backend: -------------------------------------------------------------------------------- 1 | local -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.project.entryPoint: -------------------------------------------------------------------------------- 1 | main -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.project.env: -------------------------------------------------------------------------------- 1 | conda -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.source.git.commit: -------------------------------------------------------------------------------- 1 | 8c016cc21246be33eaaa018ceb17d44aef0faef0 -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.source.name: -------------------------------------------------------------------------------- 1 | file:///home/ubuntu/semseg/liver-ct-segmentation -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.source.type: -------------------------------------------------------------------------------- 1 | PROJECT -------------------------------------------------------------------------------- /mlruns/3/feb3e9df087040559b118edb28ee5dd4/tags/mlflow.user: -------------------------------------------------------------------------------- 1 | ubuntu -------------------------------------------------------------------------------- /preprocessing/start.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | jupyter notebook --ip 0.0.0.0 --no-browser 3 | --------------------------------------------------------------------------------