Aidge Backend CUDA
Aidge Backend CUDA is the implementation library for CUDA-based operators within the Aidge framework.
Quick Start
Prerequisite:
aidge_core
pip install aidge-backend-cuda
🛠 Build from Source
Prerequisite (in addition to previous one):
- Please review the global installation instructions before proceeding.
- If using a virtual environment, use the same one for all Aidge modules.
- CUDA ToolKit 12.6
12.4.1is the strict minimum, but12.6+is recommended.
- CUDnn9
- make sure to install the CUDA 12 compatible version
1. Python or C++ installation using setup scripts
| Environment | C++ Development | Python Development |
|---|---|---|
| Windows | .\setup.ps1 -Modules backend_cuda -Tests -CppOnly |
.\setup.ps1 -Modules backend_cuda -Tests |
| Unix | ./setup.sh -m backend_cuda --tests --cpp-only |
./setup.sh -m backend_cuda --tests |
2. Python Installation using pip
Run these commands from the aidge_backend_cuda/ directory:
# Standard install
pip install . -v
# Install with testing dependencies
pip install .[test] -v && pytest
Editable Install (Experimental)
Use this for real-time development without re-installing.
pip install --no-build-isolation -ve . --config-settings=editable.rebuild=true -Cbuild-dir=build
3. C++ Installation (CMake)
A CMakePresets.json is provided for standard configurations.
# Configure, Build, and Install
cmake --preset clang-debug
cmake --build --preset clang-debug
cmake --install
# Run C++ Tests
ctest --test-dir build/
1 maintainer
Metadata
1 maintainer
Release files for aidge-backend-cuda 0.10.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| aidge_backend_cuda-0.10.1-cp313-cp313-win_amd64.whl | CPython 3.13 | CPython 3.13 | Windows x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp313-cp313-manylinux_2_28_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.28+ x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp312-cp312-manylinux_2_28_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.28+ x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp311-cp311-manylinux_2_28_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.28+ x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp310-cp310-win_amd64.whl | CPython 3.10 | CPython 3.10 | Windows x86-64 | Details |
| aidge_backend_cuda-0.10.1-cp310-cp310-manylinux_2_28_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.28+ x86-64 | Details |
Total release size: 495.1 MB
Release files / aidge_backend_cuda-0.10.1-cp313-cp313-win_amd64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 63.2 MB |
| Tags | CPython 3.13 Windows x86-64 |
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No |
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twine/7.0.0 CPython/3.12.3
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Release files / aidge_backend_cuda-0.10.1-cp313-cp313-manylinux_2_28_x86_64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp313-cp313-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 60.6 MB |
| Tags | CPython 3.13 Linux glibc 2.28+ x86-64 |
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twine/7.0.0 CPython/3.12.3
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Release files / aidge_backend_cuda-0.10.1-cp312-cp312-win_amd64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 63.2 MB |
| Tags | CPython 3.12 Windows x86-64 |
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Release files / aidge_backend_cuda-0.10.1-cp312-cp312-manylinux_2_28_x86_64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp312-cp312-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 60.6 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ x86-64 |
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twine/7.0.0 CPython/3.12.3
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Release files / aidge_backend_cuda-0.10.1-cp311-cp311-win_amd64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 63.2 MB |
| Tags | CPython 3.11 Windows x86-64 |
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Release files / aidge_backend_cuda-0.10.1-cp311-cp311-manylinux_2_28_x86_64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp311-cp311-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 60.6 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 |
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Release files / aidge_backend_cuda-0.10.1-cp310-cp310-win_amd64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 63.2 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
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Release files / aidge_backend_cuda-0.10.1-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | aidge_backend_cuda-0.10.1-cp310-cp310-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 60.6 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 |
|
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