Containerize the benchmark

Dockerfile

@@ -0,0 +1,20 @@
+FROM python:3.9.20-slim-bookworm as dev
+
+RUN apt-get update -y \
+    && apt-get install -y python3-pip
+
+# Install PDM
+RUN pip3 install --upgrade pip
+RUN pip3 install pdm
+
+# Set working directory
+WORKDIR /workspace
+
+# Copy project files
+COPY . /workspace
+
+# Install dependencies using PDM
+RUN pdm install
+
+# Run inference-perf (example, adjust as needed)
+CMD ["pdm", "run", "inference-perf", "--config_file", "config.yml"]

README.md

@@ -8,6 +8,8 @@ This project is currently in development.
 
 ## Getting Started
 
+### Run locally
+
 [PDM Python Package Manager](https://pdm-project.org/latest/) is utilized in this repository for dependecy management.
 
 - Setup virtual environment with `pdm` and install dependencies
@@ -22,6 +24,21 @@ This project is currently in development.
     pdm run inference-perf --config_file config.yml
     ```
 
+### Run in a Docker container
+
+- Build the container
+
+    ```
+    docker build -t inference-perf .
+    ```
+
+- Run the container
+
+    ```
+    docker run -it --rm -v $(pwd)/config.yml:/workspace/config.yml inference-perf
+
+    ```
+
 ## Contributing
 
 Our community meeting is weekly at Th 11:30 PDT ([Zoom Link](https://zoom.us/j/9955436256?pwd=Z2FQWU1jeDZkVC9RRTN4TlZyZTBHZz09), [Meeting Notes](https://docs.google.com/document/d/15XSF8q4DShcXIiExDfyiXxAYQslCmOmO2ARSJErVTak/edit?usp=sharing)).