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https://github.com/nvidia/dali
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
https://github.com/nvidia/dali
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: about 2 hours ago
JSON representation
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
- Host: GitHub
- URL: https://github.com/nvidia/dali
- Owner: NVIDIA
- License: apache-2.0
- Created: 2018-06-01T22:18:01.000Z (over 6 years ago)
- Default Branch: main
- Last Pushed: 2024-07-13T09:09:10.000Z (2 months ago)
- Last Synced: 2024-07-14T11:03:31.081Z (2 months ago)
- Topics: audio-processing, data-augmentation, data-processing, deep-learning, fast-data-pipeline, gpu, gpu-tensorflow, image-augmentation, image-processing, machine-learning, mxnet, neural-network, paddle, python, pytorch
- Language: C++
- Homepage: https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html
- Size: 455 MB
- Stars: 4,992
- Watchers: 93
- Forks: 610
- Open Issues: 223
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Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: SECURITY.rst
- Support: docs/support_matrix.rst