diff --git a/Dockerfile_cu124 b/Dockerfile_cu124
new file mode 100644
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--- /dev/null
+++ b/Dockerfile_cu124
@@ -0,0 +1,42 @@
+FROM nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04 AS base
+
+WORKDIR /app
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN sed -i 's|http://archive.ubuntu.com/ubuntu/|https://mirrors.tuna.tsinghua.edu.cn/ubuntu/|g' /etc/apt/sources.list && \
+    sed -i 's|http://security.ubuntu.com/ubuntu/|https://mirrors.tuna.tsinghua.edu.cn/ubuntu/|g' /etc/apt/sources.list
+
+RUN apt-get update && \
+    apt-get install -y vim tmux zip unzip wget git cmake build-essential software-properties-common curl libibverbs-dev ca-certificates iproute2 ffmpeg libsm6 libxext6 && \
+    add-apt-repository ppa:deadsnakes/ppa && \
+    apt-get update && \
+    apt-get install -y python3.11 python3.11-venv python3.11-dev python3-pip && \
+    apt-get clean && rm -rf /var/lib/apt/lists/*
+
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 && \
+    update-alternatives --install /usr/bin/python python /usr/bin/python3.11 1
+
+RUN python -m pip install --upgrade pip
+
+RUN pip config set global.index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
+
+RUN pip install packaging ninja opencv-python
+
+# download torch and torchvision wheels into whls filefold
+COPY whls/*.whl /app/
+
+RUN pip install --no-cache-dir torch-*.whl torchvision*.whl
+
+COPY requirements/runtime.txt /app/
+
+RUN pip install --no-cache-dir -r runtime.txt
+
+WORKDIR /workspace
+
+# download fast-hadamard-transform source code
+COPY fast-hadamard-transform /workspace/fast-hadamard-transform
+
+RUN cd fast-hadamard-transform && pip install --no-cache-dir -v -e .
+
+RUN rm -rf /app