| FROM nvcr.io/nvidia/l4t-ml:r32.5.0-py3 |
|
|
| ARG DEBIAN_FRONTEND=noninteractive |
| ENV LANG en_US.UTF-8 |
|
|
| RUN apt-get update -y && apt-get upgrade -y && apt-get install -y \ |
| python3.8 \ |
| python3.8-dev \ |
| lshw \ |
| git \ |
| python3-pip \ |
| python3-matplotlib \ |
| gfortran \ |
| build-essential \ |
| libatlas-base-dev \ |
| ffmpeg \ |
| libsm6 \ |
| libxext6 \ |
| wget \ |
| python3-shapely \ |
| gdal-bin \ |
| libgdal-dev \ |
| python3-setuptools \ |
| && rm -rf /var/lib/apt/lists/* |
|
|
| COPY requirements/requirements.sam.txt \ |
| requirements/requirements.clip.txt \ |
| requirements/requirements.http.txt \ |
| requirements/requirements.doctr.txt \ |
| requirements/_requirements.txt \ |
| ./ |
|
|
| RUN python3.8 -m pip install --ignore-installed PyYAML && rm -rf ~/.cache/pip |
|
|
| RUN python3.8 -m pip install --upgrade pip && python3.8 -m pip install \ |
| -r _requirements.txt \ |
| -r requirements.sam.txt \ |
| -r requirements.clip.txt \ |
| -r requirements.http.txt \ |
| -r requirements.doctr.txt \ |
| --upgrade \ |
| && rm -rf ~/.cache/pip |
|
|
| RUN python3.8 -m pip uninstall --yes onnxruntime |
| RUN wget https://nvidia.box.com/shared/static/2sv2fv1wseihaw8ym0d4srz41dzljwxh.whl -O onnxruntime_gpu-1.11.0-cp38-cp38-linux_aarch64.whl |
| RUN python3.8 -m pip install onnxruntime_gpu-1.11.0-cp38-cp38-linux_aarch64.whl \ |
| && rm -rf ~/.cache/pip \ |
| && rm onnxruntime_gpu-1.11.0-cp38-cp38-linux_aarch64.whl |
|
|
| WORKDIR /app/ |
| COPY inference inference |
| COPY docker/config/trt_http.py trt_http.py |
|
|
| ENV VERSION_CHECK_MODE=continuous |
| ENV PROJECT=roboflow-platform |
| ENV ORT_TENSORRT_FP16_ENABLE=1 |
| ENV ORT_TENSORRT_ENGINE_CACHE_ENABLE=1 |
| ENV CORE_MODEL_SAM_ENABLED=False |
| ENV PROJECT=roboflow-platform |
| ENV NUM_WORKERS=1 |
| ENV HOST=0.0.0.0 |
| ENV PORT=9001 |
| ENV OPENBLAS_CORETYPE=ARMV8 |
|
|
| ENTRYPOINT uvicorn trt_http:app --workers $NUM_WORKERS --host $HOST --port $PORT |