/
DockerfileTriton
43 lines (31 loc) · 1.74 KB
/
DockerfileTriton
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# syntax=docker/dockerfile:1
# Tritonserver container has pre-installed python. I failed to install packages into it with poetry.
# So they are installed with pip.
FROM python:3.8 as requirements_maker
ENV POETRY_VENV_PATH=/opt/poetry_venv
RUN --mount=type=cache,target=/root/.cache/pip \
python3.8 -m venv $POETRY_VENV_PATH \
&& $POETRY_VENV_PATH/bin/pip install pip==22.0.4 setuptools==56.0.0 \
&& $POETRY_VENV_PATH/bin/pip install poetry==1.3.2 \
&& ln $POETRY_VENV_PATH/bin/poetry /usr/local/bin/poetry
COPY ../inference_triton/pyproject.toml /app/inference_triton/pyproject.toml
COPY ../inference_triton/poetry.lock /app/inference_triton/poetry.lock
COPY ../inference_triton/inference_triton/__init__.py /app/inference_triton/inference_triton/__init__.py
COPY ../nn/pyproject.toml /app/nn/pyproject.toml
COPY ../nn/poetry.lock /app/nn/poetry.lock
COPY ../nn/nn/__init__.py /app/nn/nn/__init__.py
WORKDIR /app/inference_triton
RUN poetry export --format requirements.txt --without-hashes > /requirements.txt
FROM nvcr.io/nvidia/tritonserver:22.01-pyt-python-py3 as base
COPY --from=requirements_maker /requirements.txt /requirements.txt
COPY ../inference_triton/pyproject.toml /app/inference_triton/pyproject.toml
COPY ../inference_triton/poetry.lock /app/inference_triton/poetry.lock
COPY ../inference_triton/inference_triton/__init__.py /app/inference_triton/inference_triton/__init__.py
COPY ../nn/pyproject.toml /app/nn/pyproject.toml
COPY ../nn/poetry.lock /app/nn/poetry.lock
COPY ../nn/nn/__init__.py /app/nn/nn/__init__.py
WORKDIR /app/inference_triton
RUN --mount=type=cache,target=/root/.cache/pip \
pip install -r /requirements.txt \
&& pip install -e ../nn
CMD tritonserver --model-repository inference_triton/model_repository