diff --git a/Dockerfile.arm64 b/Dockerfile.arm64
new file mode 100644
index 0000000000000000000000000000000000000000..147fdeb2acacbfffef81c651d0bb7f3920ffda94
--- /dev/null
+++ b/Dockerfile.arm64
@@ -0,0 +1,13 @@
+FROM nvcr.io/nvidia/l4t-pytorch:r35.2.1-pth2.0-py3
+
+ENV PYTHONUNBUFFERED 1
+
+WORKDIR /usr/src/app
+
+# Install packages
+RUN apt-get update && apt-get install -y git && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt ./
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index a472ce90c32a32442add42e08db658c4a6aa00c4..a5406c0adfeee62eec680e413e9189f5d0665ada 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -4,6 +4,7 @@ services:
   pipeline:
     build:
       context: .
+      dockerfile: ${DOCKERFILE:-Dockerfile}
     command: 
       - python3 
       - s2s_pipeline.py