Dockerfile

# Copyright (c) MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#     http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#  * Redistributions of source code must retain the above copyright
#    notice, this list of conditions and the following disclaimer.
#  * Redistributions in binary form must reproduce the above copyright
#    notice, this list of conditions and the following disclaimer in the
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#  * Neither the name of NVIDIA CORPORATION nor the names of its
#    contributors may be used to endorse or promote products derived
#    from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# use desired Triton container as base image for our app
FROM nvcr.io/nvidia/tritonserver:21.04-py3

# create model directory in container
RUN mkdir -p /models/monai_covid/1
RUN mkdir -p /models/mednist_class/1
# install project-specific dependencies
COPY requirements.txt .

RUN pip install -r requirements.txt
RUN rm requirements.txt

# copy contents of model project into model repo in container image
COPY models/monai_covid/config.pbtxt /models/monai_covid
COPY models/monai_covid/1/model.py /models/monai_covid/1


# copy contents of model project into model repo in container image
COPY models/mednist_class/config.pbtxt /models/mednist_class
COPY models/mednist_class/1/model.py /models/mednist_class/1


ENTRYPOINT [ "tritonserver", "--model-repository=/models"]
# ENTRYPOINT [ "tritonserver", "--model-repository=/models", "--log-verbose=1"]