add docker config, gitignore

.gitignore

@@ -0,0 +1,3 @@
+.ipynb_checkpoints
+datasets
+1-intro/data

0-install/.env

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+ROOT_DIR=/home/wmi/repos
+JUPYTER_PORT=42065
+JUPYTER_TOKEN=some_token
+JUPYTER_DIR=/jupyter

0-install/docker-compose.yml

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+version: "3.8"
+services:
+    jupyter-server:
+        image: dl-jupyter
+        init: true
+        build:
+            context: ./
+            dockerfile: jupyter.Dockerfile
+        env_file: ./.env
+        ports:
+            - ${JUPYTER_PORT}:${JUPYTER_PORT}
+        volumes:
+            - ${ROOT_DIR}:/jupyter
+        environment:
+            - NVIDIA_VISIBLE_DEVICES=all
+        command:
+            [
+                "jupyter",
+                "notebook",
+                "--ip=*",
+                "--port=${JUPYTER_PORT}",
+                "--allow-root",
+                "--notebook-dir=${JUPYTER_DIR}",
+                '--NotebookApp.token=${JUPYTER_TOKEN}'
+            ]
+        deploy:
+            resources:
+                reservations:
+                    devices:
+                    - 'driver': 'nvidia'
+                      'count': 1
+                      'capabilities': ['gpu', 'utility', 'compute']
+            

0-install/jupyter.Dockerfile

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+FROM nvidia/cuda:10.2-runtime AS jupyter-base
+WORKDIR /
+RUN apt update && apt install -y --no-install-recommends \
+    git build-essential \
+    python3-dev python3-pip python3-setuptools
+RUN pip3 -q install pip --upgrade
+
+RUN pip3 install jupyter numpy pandas torch torchvision tensorboardX 
+
+FROM jupyter-base
+RUN pip3 install transformers barbar matplotlib