Update library loading for tensorrt (blakeblackshear#5087)

* Update library loading for tensorrt

* Add symlink to libnvrtc

Dockerfile

@@ -269,7 +269,9 @@ COPY --from=rootfs / /
 # Frigate w/ TensorRT Support as separate image
 FROM frigate AS frigate-tensorrt
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
- pip3 install -U /deps/trt-wheels/*.whl
+ pip3 install -U /deps/trt-wheels/*.whl && \
+ ln -s libnvrtc.so.11.2 /usr/local/lib/python3.9/dist-packages/nvidia/cuda_nvrtc/lib/libnvrtc.so && \
+ ldconfig
 
 # Dev Container w/ TRT
 FROM devcontainer AS devcontainer-trt

docker/rootfs/etc/ld.so.conf.d/cuda_tensorrt.conf

@@ -0,0 +1,5 @@
+/usr/local/lib/python3.9/dist-packages/nvidia/cudnn/lib
+/usr/local/lib/python3.9/dist-packages/nvidia/cuda_runtime/lib
+/usr/local/lib/python3.9/dist-packages/nvidia/cublas/lib
+/usr/local/lib/python3.9/dist-packages/nvidia/cuda_nvrtc/lib
+/usr/local/lib/python3.9/dist-packages/tensorrt

frigate/detectors/plugins/tensorrt.py

@@ -75,12 +75,6 @@ class TensorRtDetector(DetectionApi):
 
  def _load_engine(self, model_path):
  try:
- ctypes.cdll.LoadLibrary(
- "/usr/local/lib/python3.9/dist-packages/nvidia/cuda_runtime/lib/libcudart.so.11.0"
- )
- ctypes.cdll.LoadLibrary(
- "/usr/local/lib/python3.9/dist-packages/tensorrt/libnvinfer.so.8"
- )
  trt.init_libnvinfer_plugins(self.trt_logger, "")
 
  ctypes.cdll.LoadLibrary("/trt-models/libyolo_layer.so")

requirements-tensorrt.txt

@@ -5,4 +5,5 @@ 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'
-nvidia-cudnn-cu11 == 8.7.*; platform_machine == 'x86_64'
+nvidia-cudnn-cu11 == 8.7.*; platform_machine == 'x86_64'
+nvidia-cuda-nvrtc-cu11 == 11.7.*; platform_machine == 'x86_64'