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frigate/requirements-tensorrt.txt

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Nvidia TensorRT detector (#4718) * Initial WIP dockerfile and scripts to add tensorrt support * Add tensorRT detector * WIP attempt to install TensorRT 8.5 * Updates to detector for cuda python library * TensorRT Cuda library rework WIP Does not run * Fixes from rebase to detector factory * Fix parsing output memory pointer * Handle TensorRT logs with the python logger * Use non-async interface and convert input data to float32. Detection runs without error. * Make TensorRT a separate build from the base Frigate image. * Add script and documentation for generating TRT Models * Add support for TensorRT devcontainer * Add labelmap to trt model script and docs. Cleanup of old scripts. * Update detect to normalize input tensor using model input type * Add config for selecting GPU. Fix Async inference. Update documentation. * Update some CUDA libraries to clean up version warning * Add CI stage to build TensorRT tag * Add note in docs for image tag and model support
2022-12-30 19:53:17 +03:00
# NVidia TensorRT Support (amd64 only)
nvidia-pyindex; platform_machine == 'x86_64'
Bump nvidia-tensorrt from 8.4.1.5 to 99.0.0 Bumps [nvidia-tensorrt](https://github.com/nvidia/tensorrt) from 8.4.1.5 to 99.0.0. - [Release notes](https://github.com/nvidia/tensorrt/releases) - [Changelog](https://github.com/NVIDIA/TensorRT/blob/main/CHANGELOG.md) - [Commits](https://github.com/nvidia/tensorrt/commits) --- updated-dependencies: - dependency-name: nvidia-tensorrt dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>
2023-01-30 14:24:30 +03:00
nvidia-tensorrt == 99.0.0; platform_machine == 'x86_64'
Nvidia TensorRT detector (#4718) * Initial WIP dockerfile and scripts to add tensorrt support * Add tensorRT detector * WIP attempt to install TensorRT 8.5 * Updates to detector for cuda python library * TensorRT Cuda library rework WIP Does not run * Fixes from rebase to detector factory * Fix parsing output memory pointer * Handle TensorRT logs with the python logger * Use non-async interface and convert input data to float32. Detection runs without error. * Make TensorRT a separate build from the base Frigate image. * Add script and documentation for generating TRT Models * Add support for TensorRT devcontainer * Add labelmap to trt model script and docs. Cleanup of old scripts. * Update detect to normalize input tensor using model input type * Add config for selecting GPU. Fix Async inference. Update documentation. * Update some CUDA libraries to clean up version warning * Add CI stage to build TensorRT tag * Add note in docs for image tag and model support
2022-12-30 19:53:17 +03:00
cuda-python == 11.7; platform_machine == 'x86_64'
cython == 0.29.*; platform_machine == 'x86_64'
nvidia-cuda-runtime-cu11 == 11.7.*; platform_machine == 'x86_64'
nvidia-cublas-cu11 == 11.11.*; platform_machine == 'x86_64'
Update library loading for tensorrt (#5087) * Update library loading for tensorrt * Add symlink to libnvrtc
2023-01-14 22:14:27 +03:00
nvidia-cudnn-cu11 == 8.7.*; platform_machine == 'x86_64'
nvidia-cuda-nvrtc-cu11 == 11.7.*; platform_machine == 'x86_64'
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