diff --git a/docker/compose.yaml b/docker/compose.yaml
new file mode 100755
index 000000000..486225b86
--- /dev/null
+++ b/docker/compose.yaml
@@ -0,0 +1,28 @@
+# docker compose file for running katrain,katago with tensorrt
+# make sure run ```xhost +``` before running this docker-compose file to allow GUI access
+services:
+  katrain:
+    build:
+      context: .
+      dockerfile: ./katrain_tensorrt.DockerFile
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: 1
+              capabilities: [gpu]
+    devices:
+      - "/dev/snd:/dev/snd"
+    ulimits:
+      memlock:
+        soft: -1
+        hard: -1
+      stack:
+        soft: 67108864
+        hard: 67108864
+    environment:
+      - DISPLAY=$DISPLAY
+    volumes:
+      - /tmp/.X11-unix:/tmp/.X11-unix
+    ipc: host
\ No newline at end of file
diff --git a/docker/katrain_tensorrt.DockerFile b/docker/katrain_tensorrt.DockerFile
new file mode 100755
index 000000000..6133f8d8d
--- /dev/null
+++ b/docker/katrain_tensorrt.DockerFile
@@ -0,0 +1,18 @@
+# set "Path to KataGo executable" as "./katago" in General and Engine settings
+FROM nvcr.io/nvidia/tensorrt:23.04-py3
+ENV DEBIAN_FRONTEND noninteractive
+RUN apt-get update
+RUN apt-get install xclip -y
+RUN apt-get install libsdl2-dev -y
+RUN apt-get install zip -y
+RUN apt-get install libmtdev-dev -y
+RUN apt-get install ffmpeg -y
+RUN apt-get install unzip -y
+RUN apt-get install libzip5 -y
+RUN pip install --upgrade pip
+RUN pip install ffpyplayer
+RUN pip install katrain
+RUN wget https://github.com/lightvector/KataGo/releases/download/v1.14.1/katago-v1.14.1-trt8.6.1-cuda12.1-linux-x64.zip
+RUN unzip ./katago-v1.14.1-trt8.6.1-cuda12.1-linux-x64.zip
+#RUN rm ./katago-v1.14.1-trt8.6.1-cuda12.1-linux-x64.zip
+CMD [ "katrain" ]
\ No newline at end of file