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Fixes #6191 #6259 . ### Description Big changes over autorunner to enable multinode training and multinode-multiGPU ensembler Multiple changes: 1. Add set_device_info() to create a self.device_dict to define device information (CUDA_VISIBLE_DEVICES, NUM_NODE, e.t.c.) for all parts in autorunner, including data analyzer, trainer, ensembler. No global env variable is set, all device info is from self.device_dict. Changes to bundlegen is made. 2. To enable multi-gpu/multi-node training for ensembler (call from subprocess), we need to separate the ensembler from autorunner (for subprocess to run from autorunner). Created a new EnsembleRunner class (similar to bundleGen), and moved all ensemble related function from autorunner to this class. Local multi-GPU ensembling passed. Passed some quick local testing. Needs to fix details and do test. Created PR to do a initial design pattern discussion. Slack me if there is any major concern of the change. @mingxin-zheng @wyli --------- Signed-off-by: heyufan1995 <heyufan1995@gmail.com>
### Description The new ALGO_HASH has two updates for better performance of Auto3DSeg algo templates: - Project-MONAI/research-contributions#193 - Project-MONAI/research-contributions#211 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com>
Fixes # #6361 Ensures ensemble preds are on the same device --------- Signed-off-by: myron <amyronenko@nvidia.com>
Fixes # . If user defined CUDA_VISIBLE_DEVICES in train_params, bundleAlgo will put that into cmd and cause error. Pop this out before cmd and throw out a warning ### Description A few sentences describing the changes proposed in this pull request. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: heyufan1995 <heyufan1995@gmail.com> Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Wenqi Li <831580+wyli@users.noreply.github.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>
Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
Fixes #6379 ### Description `track_meta` flag added to `Lambda` and derived transforms to allow type conversion to `np.ndarray` and `torch.Tensor` based on user-defined function ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Suraj Pai <bspai@bwh.harvard.edu>
Fixes #6378 . ### Description - Project-MONAI/research-contributions#221 - Project-MONAI/research-contributions#219 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com> Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Wenqi Li <831580+wyli@users.noreply.github.com>
Fixes #6371 raise a warning message early when the applied_operations is modified, this only becomes a critical issue when we actually use the `applied_operations` (`InvertD` is one of the use cases). fixes #6390 fixes #6392 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
part of #5821 Fixes #6303 ### Description This PR simplified the MONAI FL `MonaiAlgo` module to leverage `BundleWorkflow`. The main point is to decouple the bundle read / write related logic with FL module and use predefined required-properties. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Nic Ma <nma@nvidia.com> Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Co-authored-by: Holger Roth <hroth@nvidia.com> Co-authored-by: monai-bot <monai.miccai2019@gmail.com>
Fixes #6398 . ### Description This PR added check and error message for `bundle run` API. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Nic Ma <nma@nvidia.com>
Fixes Project-MONAI/research-contributions#235 ### Description - also add `from monai.networks.utils import has_nvfuser_instance_norm`, so that it can be used by external algos. the current import failure was triggered here https://github.com/NVIDIA/apex/blob/0da3ffb92ee6fbe5336602f0e3989db1cd16f880/apex/normalization/instance_norm.py#L15-L16 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
### Description For torchvision models, the parameter `pretrained` is deprecated since 0.13 and may be removed in the future. Our `TorchVisionFC` model has been using this parameter. This PR updated `TorchVisionFC` to remove calling pretrained and instead to call `weights` with appropriate defaults without any change in the functionality (backward compatible). ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. --------- Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>
### Description https://github.com/charliermarsh/ruff ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Fixes #6404 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes https://blossom.nvidia.com/dlmed-clara-jenkins/blue/organizations/jenkins/Monai-notebooks/detail/Monai-notebooks/814/pipeline/132. ### Description - Project-MONAI/research-contributions@23ea143 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com>
Bug fix of bcprun commandline format A few sentences describing the changes proposed in this pull request. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: myron <amyronenko@nvidia.com>
…tinaNet (#6393) Fixes #6330 . ### Description add support of list for retinanet ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Can-Zhao <volcanofly@gmail.com>
Fixes #6409 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [x] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
…6411) Fixes #6410 . ### Description - Add allow_skip switch let user determine if it is okay to skip some Algo - Force the integration to test all algorithms, especially SegresNet2D ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [x] New tests added to cover the changes. - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [x] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com>
Fixes #5903 . ### Description This PR added support to automatically set MLFlow `run_name` in the MonaiAlgo. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Nic Ma <nma@nvidia.com>
Fixes # . ### Description Fixed the problem with import_bundle_history with algo trained outside autorunner. If outside autorunner, the algo_object.pkl will not have score meta, and import_bundle_history will not recognize the algo as trained. Changed that to read progress.yaml. Fixed the OOM problem during ensembling. Move to CPU if OOM. Also do not append prediction tensors to list and return. Save each predictions separately and return the save path. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: heyufan1995 <heyufan1995@gmail.com> Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Co-authored-by: monai-bot <monai.miccai2019@gmail.com>
### Description According to the discussion with @holgerroth and @wyli , to make the args of `MonaiAlgo` more clear, this PR adjusted the order. In the future versions, we will simplify to only use `TrainWorflow` and `EvalWorkflow` and deprecate bundle related args. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Nic Ma <nma@nvidia.com>
fixes #6249 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. --------- Signed-off-by: Walter Hugo Lopez Pinaya <ianonimato@hotmail.com> Co-authored-by: Pedro F. da Costa <pedro.hpf.costa@gmail.com> Co-authored-by: Mark Graham <markgraham539@gmail.com>
Fixes #6420 . ### Description Fix version in requirements.txt ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com>
Fixes #6417 . ### Description - Move the logics of creating ensemble output dir from `ensemble` to `__init__` in EnsembleRunner to avoid processes competing with each other in dir creation - Add checks in AutoRunner `set_image_save_transform` ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [x] New tests added to cover the changes. - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [x] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Wenqi Li <831580+wyli@users.noreply.github.com>
Fixes #6426 ### Description only warn when checking the most recent applied operations ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes #6222 ### Description nonbreaking change extending the current mode+padding mode combinations. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes #6433 . ### Description - Move the SaveImage Transform setters back to `ensemble` method to ensure DDP is initiated - Use RankFilter to suppress logging for rank >0 - Minor updates such as renaming and tests ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [x] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. --------- Signed-off-by: Mingxin Zheng <18563433+mingxin-zheng@users.noreply.github.com>
If you run the following pipeline with lazy resampling it breaks as the pending info contains a 3x3 affine transform and there are 4x4 affine transforms already in the list: ``` [Flip(0), Flip(1), Rotate90(1), Zoom(0.8), NormalizeIntensity()] ``` Although it could be fixed by ensuring that Zoom always puts out a 4x4 affine, the more flexible and pragmatic solution is to promote 2d affine transforms to 3d affine transforms as a matter of course. This way we never have the issue that a given transform (particularly potential 3rd party transforms modified for lazy execution) can subsequently cause this problem. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Ben Murray <ben.murray@gmail.com>
Fixes #6964. ### Description Add LICENSE requirement in specification. https://github.com/Project-MONAI/model-zoo/blob/bdd183ebc113a70d50db4e4fb2ebd9a7c8c7532b/ci/verify_bundle.py#L28 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: KumoLiu <yunl@nvidia.com>
Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
Fixes #7039 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes #7044 ### Description Update to checking versions and downloading bundles from "monaihosting" as "hosting_storage_v1" is no longer being updated. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: KumoLiu <yunl@nvidia.com>
Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
part of #7017 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes #7042 - handling inconsistent meta keys when collating metatensor ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Wenqi Li <wenqil@nvidia.com>
…rm (#6981) Related to #6845, this commits adds an EDT distance transform to MONAI. Most importantly this enables GPU based distance transforms which lead to a huge speedup. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] In-line docstrings updated. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Matthias Hadlich <matthiashadlich@posteo.de>
Fixes #7057 ### Description Improve the usage of `ConfigParser` methods `read_config`, `load_config_file`, `load_config_files`. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: KumoLiu <yunl@nvidia.com>
Reduces peak GPU mem usage of segresnet_ds(), by releasing buffers earlier. Signed-off-by: myron <amyronenko@nvidia.com>
Fixes #7045 . ### Description Added "padding" option to `monai/network/nets/autoencoder.py` such that the conv and residual units will be passed the padding option. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [x] Documentation updated, tested `make html` command in the `docs/` folder. ### Notes I haven't been able to run the `./runtests.sh`, even tried running `./runtests.sh -h` and got no output (no error or anything). I guess I don't have permissions to run `.sh` files on this machine. However the changes are very small and default to previous functionality so unless somebody passes a padding argument, this should not break existing usage of the function. --------- Signed-off-by: Jupilogy <j.dick@lboro.ac.uk>
Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to 4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/checkout/releases">actions/checkout's releases</a>.</em></p> <blockquote> <h2>v4.0.0</h2> <h2>What's Changed</h2> <ul> <li>Update default runtime to node20 by <a href="https://github.com/takost"><code>@takost</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1436">actions/checkout#1436</a></li> <li>Support fetching without the --progress option by <a href="https://github.com/simonbaird"><code>@simonbaird</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1067">actions/checkout#1067</a></li> <li>Release 4.0.0 by <a href="https://github.com/takost"><code>@takost</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1447">actions/checkout#1447</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/takost"><code>@takost</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1436">actions/checkout#1436</a></li> <li><a href="https://github.com/simonbaird"><code>@simonbaird</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1067">actions/checkout#1067</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v3...v4.0.0">https://github.com/actions/checkout/compare/v3...v4.0.0</a></p> <h2>v3.6.0</h2> <h2>What's Changed</h2> <ul> <li>Mark test scripts with Bash'isms to be run via Bash by <a href="https://github.com/dscho"><code>@dscho</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1377">actions/checkout#1377</a></li> <li>Add option to fetch tags even if fetch-depth > 0 by <a href="https://github.com/RobertWieczoreck"><code>@RobertWieczoreck</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/579">actions/checkout#579</a></li> <li>Release 3.6.0 by <a href="https://github.com/luketomlinson"><code>@luketomlinson</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1437">actions/checkout#1437</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/RobertWieczoreck"><code>@RobertWieczoreck</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/579">actions/checkout#579</a></li> <li><a href="https://github.com/luketomlinson"><code>@luketomlinson</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1437">actions/checkout#1437</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v3.5.3...v3.6.0">https://github.com/actions/checkout/compare/v3.5.3...v3.6.0</a></p> <h2>v3.5.3</h2> <h2>What's Changed</h2> <ul> <li>Fix: Checkout Issue in self hosted runner due to faulty submodule check-ins by <a href="https://github.com/megamanics"><code>@megamanics</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1196">actions/checkout#1196</a></li> <li>Fix typos found by codespell by <a href="https://github.com/DimitriPapadopoulos"><code>@DimitriPapadopoulos</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1287">actions/checkout#1287</a></li> <li>Add support for sparse checkouts by <a href="https://github.com/dscho"><code>@dscho</code></a> and <a href="https://github.com/dfdez"><code>@dfdez</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1369">actions/checkout#1369</a></li> <li>Release v3.5.3 by <a href="https://github.com/TingluoHuang"><code>@TingluoHuang</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1376">actions/checkout#1376</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/megamanics"><code>@megamanics</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1196">actions/checkout#1196</a></li> <li><a href="https://github.com/DimitriPapadopoulos"><code>@DimitriPapadopoulos</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1287">actions/checkout#1287</a></li> <li><a href="https://github.com/dfdez"><code>@dfdez</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1369">actions/checkout#1369</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v3...v3.5.3">https://github.com/actions/checkout/compare/v3...v3.5.3</a></p> <h2>v3.5.2</h2> <h2>What's Changed</h2> <ul> <li>Fix: Use correct API url / endpoint in GHES by <a href="https://github.com/fhammerl"><code>@fhammerl</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1289">actions/checkout#1289</a> based on <a href="https://redirect.github.com/actions/checkout/issues/1286">#1286</a> by <a href="https://github.com/1newsr"><code>@1newsr</code></a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/checkout/compare/v3.5.1...v3.5.2">https://github.com/actions/checkout/compare/v3.5.1...v3.5.2</a></p> <h2>v3.5.1</h2> <h2>What's Changed</h2> <ul> <li>Improve checkout performance on Windows runners by upgrading <code>@actions/github</code> dependency by <a href="https://github.com/BrettDong"><code>@BrettDong</code></a> in <a href="https://redirect.github.com/actions/checkout/pull/1246">actions/checkout#1246</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/BrettDong"><code>@BrettDong</code></a> made their first contribution in <a href="https://redirect.github.com/actions/checkout/pull/1246">actions/checkout#1246</a></li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/actions/checkout/blob/main/CHANGELOG.md">actions/checkout's changelog</a>.</em></p> <blockquote> <h1>Changelog</h1> <h2>v4.1.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1396">Add support for partial checkout filters</a></li> </ul> <h2>v4.0.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1067">Support fetching without the --progress option</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1436">Update to node20</a></li> </ul> <h2>v3.6.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1377">Fix: Mark test scripts with Bash'isms to be run via Bash</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/579">Add option to fetch tags even if fetch-depth > 0</a></li> </ul> <h2>v3.5.3</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1196">Fix: Checkout fail in self-hosted runners when faulty submodule are checked-in</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1287">Fix typos found by codespell</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1369">Add support for sparse checkouts</a></li> </ul> <h2>v3.5.2</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1289">Fix api endpoint for GHES</a></li> </ul> <h2>v3.5.1</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1246">Fix slow checkout on Windows</a></li> </ul> <h2>v3.5.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1237">Add new public key for known_hosts</a></li> </ul> <h2>v3.4.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1209">Upgrade codeql actions to v2</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1210">Upgrade dependencies</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1225">Upgrade <code>@actions/io</code></a></li> </ul> <h2>v3.3.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/1045">Implement branch list using callbacks from exec function</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1050">Add in explicit reference to private checkout options</a></li> <li>[Fix comment typos (that got added in <a href="https://redirect.github.com/actions/checkout/issues/770">#770</a>)](<a href="https://redirect.github.com/actions/checkout/pull/1057">actions/checkout#1057</a>)</li> </ul> <h2>v3.2.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/942">Add GitHub Action to perform release</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/967">Fix status badge</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1002">Replace datadog/squid with ubuntu/squid Docker image</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/964">Wrap pipeline commands for submoduleForeach in quotes</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1029">Update <code>@actions/io</code> to 1.1.2</a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/1039">Upgrading version to 3.2.0</a></li> </ul> <h2>v3.1.0</h2> <ul> <li><a href="https://redirect.github.com/actions/checkout/pull/939">Use <code>@actions/core</code> <code>saveState</code> and <code>getState</code></a></li> <li><a href="https://redirect.github.com/actions/checkout/pull/922">Add <code>github-server-url</code> input</a></li> </ul> <h2>v3.0.2</h2> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/actions/checkout/commit/8ade135a41bc03ea155e62e844d188df1ea18608"><code>8ade135</code></a> Prepare 4.1.0 release (<a href="https://redirect.github.com/actions/checkout/issues/1496">#1496</a>)</li> <li><a href="https://github.com/actions/checkout/commit/c533a0a4cfc4962971818edcfac47a2899e69799"><code>c533a0a</code></a> Add support for partial checkout filters (<a href="https://redirect.github.com/actions/checkout/issues/1396">#1396</a>)</li> <li><a href="https://github.com/actions/checkout/commit/72f2cec99f417b1a1c5e2e88945068983b7965f9"><code>72f2cec</code></a> Update README.md for V4 (<a href="https://redirect.github.com/actions/checkout/issues/1452">#1452</a>)</li> <li><a href="https://github.com/actions/checkout/commit/3df4ab11eba7bda6032a0b82a6bb43b11571feac"><code>3df4ab1</code></a> Release 4.0.0 (<a href="https://redirect.github.com/actions/checkout/issues/1447">#1447</a>)</li> <li><a href="https://github.com/actions/checkout/commit/8b5e8b768746b50394015010d25e690bfab9dfbc"><code>8b5e8b7</code></a> Support fetching without the --progress option (<a href="https://redirect.github.com/actions/checkout/issues/1067">#1067</a>)</li> <li><a href="https://github.com/actions/checkout/commit/97a652b80035363df47baee5031ec8670b8878ac"><code>97a652b</code></a> Update default runtime to node20 (<a href="https://redirect.github.com/actions/checkout/issues/1436">#1436</a>)</li> <li>See full diff in <a href="https://github.com/actions/checkout/compare/v3...v4">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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### Description
Add support for cucim for `get_mask_edges` and `get_surface_distance`.
This provides significant speedup in surface related metrics. Profiling
on my system gave 3-20x speedups depending on the input shape:
[---------------- (250, 250, 250) -----------------]
| cpu | cuda
1 threads: -----------------------------------------
random()>0.2 | 26400.8 | 1306.3
random()>0.5 | 26411.8 | 1399.1
random()>0.8 | 29993.2 | 1009.5
create_spherical_seg_3d | 623.8 | 45.0
Times are in milliseconds (ms).
[--------------- (100, 100, 100) ----------------]
| cpu | cuda
1 threads: ---------------------------------------
random()>0.2 | 1332.5 | 140.2
random()>0.5 | 1276.3 | 128.1
random()>0.8 | 1179.2 | 89.1
create_spherical_seg_3d | 111.7 | 44.0
Times are in milliseconds (ms).
[---------------- (50, 50, 50) ----------------]
| cpu | cuda
1 threads: -------------------------------------
random()>0.2 | 154.5 | 47.4
random()>0.5 | 166.7 | 39.3
random()>0.8 | 165.0 | 38.0
create_spherical_seg_3d | 77.2 | 44.4
Times are in milliseconds (ms).
where create_spherical_seg_3d uses the same function from
test_hausdorff_distance, and binarizes random array using
`random(shape)>ratio`.
### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [x] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.
---------
Signed-off-by: John Zielke <john.zielke@snkeos.com>
Part of #7017 ### Description - update changelog - fixes documentation typos ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: KumoLiu <yunl@nvidia.com> Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Wenqi Li <831580+wyli@users.noreply.github.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>
Fixes #6884 . ### Description Documentation didn't indicate dcm files support. After checking dcm seems to be the only extension whose doc was missing. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [x] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: vgrau98 <victor.grau93@gmail.com>
Fixes #6844. ### Description DataStats was breaking for arbitrary types (other than tensor or array) because of shape attribute. Changes are made in order to be consistent with other DataStats attributes management like `data_type`. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: vgrau98 <victor.grau93@gmail.com>
Fixes #6879. ### Description Some environment variable called using `os.get.environ("MONAI_VAR")` instead of `monai.utils.MONAIEnvVars`. Can't use `monai.utils.MONAIEnvVars` in `monai.utils.module.py` due to circular imports. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [x] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: vgrau98 <victor.grau93@gmail.com>
Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
Fixes #7088 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Related to #7011. I was using the `Signalfillemptyd` (based on `Signalfillempty`) transform in monailabel and found out, it currently allows no inversion. When digging deeper I realized that SignalFillEmpty just throws away the meta information. With the simple addition of `track_meta=True` it works as expected. I hope it has no other impact, but I honestly don't know. @wyli would be cool if we can add this to MONAI 1.3.0, thanks! I can also rework `Signalfillempty` to just accept any datatype, if that would the more appropriate approach. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. Signed-off-by: Matthias Hadlich <matthiashadlich@posteo.de>
#7093) ### Description Make two changes for the SwinUNETR network: - The image_size parameter does not seem to have an effect apart from checking shape compatibility in the beginning. This is now expressed in the docstring and the parameter will be deprecated in the future. Instead the shape compatibility is checked during the forward pass on the actual shape - newer pytorch versions accept a parameter [use_reentrant](https://pytorch.org/docs/2.1/checkpoint.html). The old default of True is deprecated in favor of True. This PR sets the parameter to true and therefore adopts the recommended value and removes the warning. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: John Zielke <john.zielke@snkeos.com>
Forgot the import of the helper function `distance_transform_edt` in `transforms.__init__` ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Matthias Hadlich <matthiashadlich@posteo.de>
Fixes https://github.com/Project-MONAI/MONAI/actions/runs/6443867275/job/17496241665 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. Signed-off-by: Wenqi Li <wenqil@nvidia.com>
Fixes #7065. ### Description - standardize the naming to be simply "weight". - add this "weight" parameter to `DiceLoss`. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [x] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: KumoLiu <yunl@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
Fixes #7102 ### Description Make dtype in `EnsureTyped` configurable as different dtypes for difference keys ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: KumoLiu <yunl@nvidia.com>
Fixes #7099 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ] Breaking change (fix or new feature that would cause existing functionality to change). - [ ] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: KumoLiu <yunl@nvidia.com>
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Fixes # .
Description
A few sentences describing the changes proposed in this pull request.
Types of changes
./runtests.sh -f -u --net --coverage../runtests.sh --quick --unittests --disttests.make htmlcommand in thedocs/folder.