Dockerize + pip freeze

Dockerfile

@@ -0,0 +1,41 @@
+# syntax=docker/dockerfile:1.4
+FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04
+# BEGIN Static part
+ENV DEBIAN_FRONTEND=noninteractive \
+	TZ=Europe/Paris
+
+RUN apt-get update && apt-get install -y \
+        git \
+        make build-essential libssl-dev zlib1g-dev \
+        libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
+        libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev git-lfs  \
+    	ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx \
+		&& rm -rf /var/lib/apt/lists/* \
+    	&& git lfs install
+
+# User
+RUN useradd -m -u 1000 user
+USER user
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+WORKDIR /home/user/app
+
+# Pyenv
+RUN curl https://pyenv.run | bash
+ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH
+
+# Python
+RUN pyenv install 3.7.5 && \
+    pyenv global 3.7.5 && \
+    pyenv rehash && \
+    pip install --no-cache-dir --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir \
+        datasets \
+        huggingface-hub "protobuf<4" "click<8.1"
+
+COPY --link --chown=1000 requirements.txt /home/user/app/requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY --link --chown=1000 ./ /home/user/app
+
+CMD ["python",  "-m", "detector.server", "detector-base.pt", "--port=7860"] 

requirements.txt

@@ -1,6 +1,37 @@
-transformers>=2.0.0
-fire>=0.2.1
-requests>=2.22.0
-tqdm>=4.32.2
-torch>=1.2.0
-tensorboard>=1.14.0
+absl-py==0.8.1
+boto3==1.10.11
+botocore==1.13.11
+cachetools==3.1.1
+certifi==2019.9.11
+chardet==3.0.4
+Click==7.0
+docutils==0.15.2
+fire==0.2.1
+google-auth==1.7.0
+google-auth-oauthlib==0.4.1
+grpcio==1.25.0
+idna==2.8
+jmespath==0.9.4
+joblib==0.14.0
+Markdown==3.1.1
+numpy==1.17.3
+oauthlib==3.1.0
+protobuf==3.10.0
+pyasn1==0.4.7
+pyasn1-modules==0.2.7
+python-dateutil==2.8.0
+regex==2019.11.1
+requests==2.22.0
+requests-oauthlib==1.3.0
+rsa==4.0
+s3transfer==0.2.1
+sacremoses==0.0.35
+sentencepiece==0.1.83
+six==1.13.0
+tensorboard==2.0.1
+termcolor==1.1.0
+torch==1.3.0
+tqdm==4.37.0
+transformers==2.1.1
+urllib3==1.25.6
+Werkzeug==0.16.0