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benchmark/tutorial lazy resampling components and workflows #6156
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wyli
added this to the Lazy resampling (+ cache-based dataset refactoring) [P1 v1.2] milestone
Mar 16, 2023
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wyli
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Mar 19, 2023
part of Project-MONAI/MONAI#6156 ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [x] Clean up long text outputs from code cells in the notebook. - [x] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [x] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [x] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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wyli
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Apr 17, 2023
part of Project-MONAI/MONAI#6156 ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [x] Clean up long text outputs from code cells in the notebook. - [x] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [x] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [x] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: Wenqi Li <[email protected]> Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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wyli
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Apr 26, 2023
part of Project-MONAI/MONAI#6156 ### Description Show lazy-resampling benchmark results on 3d spleen segmentation. The results include the following two main parts. - Time spent on each transform and the total amount of data preparation in the lazy and non-lazy mode. - End-to-end time comparison ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [ ] Clean up long text outputs from code cells in the notebook. - [ ] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [ ] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [ ] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: KumoLiu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
boneseva
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Apr 21, 2024
part of Project-MONAI/MONAI#6156 ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [x] Clean up long text outputs from code cells in the notebook. - [x] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [x] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [x] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
boneseva
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Apr 21, 2024
part of Project-MONAI/MONAI#6156 ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [x] Clean up long text outputs from code cells in the notebook. - [x] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [x] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [x] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: Wenqi Li <[email protected]> Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
boneseva
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Apr 21, 2024
part of Project-MONAI/MONAI#6156 ### Description Show lazy-resampling benchmark results on 3d spleen segmentation. The results include the following two main parts. - Time spent on each transform and the total amount of data preparation in the lazy and non-lazy mode. - End-to-end time comparison ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [ ] Clean up long text outputs from code cells in the notebook. - [ ] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [ ] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder - [ ] Notebook runs automatically `./runner.sh -t <path to .ipynb file>` --------- Signed-off-by: KumoLiu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Describe the bug
would be great to provide some measurements about lazy resampling output quality, speed, and memory footprint on cpu/gpu.
wholeBody_ct_segmentation
model-zoo#397)please note that the
Compose
/caching enhancements are still WIP, the logic may need to be tuned accordingly.cc @yiheng-wang-nv @KumoLiu @Nic-Ma
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