ITKCudaCommon
Overview
ITKCudaCommon is an ITK module for processing images with Cuda, including the itk::CudaImage class and base classes for processing objects of this type, itk::CudaImageToImageFilter and itk::CudaInPlaceImageFilter. ITKCudaCommon was originally based on the GPUCommon module for OpenCL.
What is a CudaImage?
An itk::CudaImage is an itk::Image (by inheritance) with a new member, m_DataManager of type itk::CudaDataManager. The role of this member is to manage a GPU memory buffer with the same size as the itk::Image::m_Buffer. Data is transferred from one buffer to the other (m_GPUBuffer and m_CPUBuffer) only when necessary, i.e., when accessing one of the two buffers and the other has been accessed more recently and therefore marked as "dirty" (using the members m_IsGPUBufferDirty and m_IsCPUBufferDirty).
The Python CudaImage wrapping exposes a __cuda_array_interface__ for zero-copy views to other packages such as PyTorch or CuPy. See the CUDA array interface documentation for more information.
What is a CudaImageToImageFilter?
An itk::CudaImageToImageFilter and its in place child, itk::CudaInPlaceImageFilter, are ITK filters which can be integrated in an ITK pipeline to process an itk::CudaImage. They are CUDA equivalent to the CPU classes itk::ImageToImageFilter and itk::InPlaceImageFilter in ITK's Common module. See the ITK software guide for more information. Their GPUGenerateData member function must process the output CudaImage objects.
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Metadata
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Release files for itk-cudacommon-cuda121 2.0.0
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Built distributions (wheels)
Total release size: 22.0 MB
Release files / itk_cudacommon_cuda121-2.0.0-cp311-abi3-manylinux_2_28_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp311-abi3-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 abi3 |
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No |
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twine/6.2.0 CPython/3.9.24
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Release files / itk_cudacommon_cuda121-2.0.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 abi3 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.24
|
Release files / itk_cudacommon_cuda121-2.0.0-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp310-cp310-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.9.24
|
Release files / itk_cudacommon_cuda121-2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.24
|
Release files / itk_cudacommon_cuda121-2.0.0-cp39-cp39-manylinux_2_28_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp39-cp39-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.9.24
|
Release files / itk_cudacommon_cuda121-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_cudacommon_cuda121-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.24
|
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