diff --git a/.github/workflows/Dockerfile b/.github/workflows/Dockerfile
new file mode 100644
index 00000000..7924b9c0
--- /dev/null
+++ b/.github/workflows/Dockerfile
@@ -0,0 +1,29 @@
+# Start with a base image that includes CUDA
+FROM nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu20.04
+
+# Label the image
+LABEL description="Python 3.11 with PyTorch, CUDA support, and a user named ci with sudo access"
+
+# Install necessary packages for Python 3.11 and sudo
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends software-properties-common sudo && \
+    add-apt-repository ppa:deadsnakes/ppa && \
+    apt-get update && \
+    apt-get install -y python3.11 python3.11-venv python3.11-dev python3-pip && \
+    rm -rf /var/lib/apt/lists/*
+
+# Create a non-root user 'ci' with a password and give sudo privileges
+RUN useradd -ms /bin/bash ci && \
+    echo 'ci:password' | chpasswd && \
+    echo 'ci ALL=(ALL) NOPASSWD: ALL' > /etc/sudoers.d/ci
+
+# Switch to user 'ci'
+USER ci
+WORKDIR /home/ci
+
+# Set up the virtual environment in user's home directory
+RUN python3.11 -m venv venv
+ENV PATH="/home/ci/venv/bin:$PATH"
+
+# Install PyTorch with CUDA support
+RUN pip install --no-cache-dir torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..2ec7d230
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,40 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  test-linux-gpu:
+    runs-on: self-hosted
+    strategy:
+      fail-fast: false
+      # matrix:
+      #   python-version: ["3.9"]
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 1
+
+      - name: Run Tests
+        run: |
+          docker run -u ci:ci --gpus all --rm -v ${{ github.workspace }}:/app cuda11_py11:latest \
+          bash -c "cd /app && \
+          sudo bash ./.github/workflows/setup_env.sh && \
+          pip install -e . && \
+          python -m unittest discover tests"
+
+      - name: Display Speed Test
+        run: cat speed_test.txt
+
+
+      - name: Upload Test Results as Artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: speed-test-results
+          path: speed_test.txt
diff --git a/.github/workflows/setup_env.sh b/.github/workflows/setup_env.sh
new file mode 100644
index 00000000..56a65c09
--- /dev/null
+++ b/.github/workflows/setup_env.sh
@@ -0,0 +1,2 @@
+apt-get update
+apt-get install -y libx11-6 libgl1-mesa-glx libxrender1 libglu1-mesa libglib2.0-0 libegl1-mesa-dev libgles2-mesa-dev libosmesa6-dev