diff --git a/Dockerfile.base_navi b/Dockerfile.base_navi
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+ARG BASE_IMAGE=rocm/dev-ubuntu-22.04:6.3-complete
+FROM ${BASE_IMAGE} AS base
+
+ENV PATH=/opt/rocm/llvm/bin:$PATH
+ENV ROCM_PATH=/opt/rocm
+ENV LD_LIBRARY_PATH=/opt/rocm/lib:/usr/local/lib:
+ARG PYTORCH_ROCM_ARCH=gfx1100;gfx1101;gfx1200;gfx1201
+ENV PYTORCH_ROCM_ARCH=${PYTORCH_ROCM_ARCH}
+
+ARG PYTHON_VERSION=3.12
+
+RUN mkdir -p /app
+WORKDIR /app
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install Python and other dependencies
+RUN apt-get update -y \
+    && apt-get install -y software-properties-common git curl sudo vim less \
+    && add-apt-repository ppa:deadsnakes/ppa \
+    && apt-get update -y \
+    && apt-get install -y python${PYTHON_VERSION} python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-venv \
+       python${PYTHON_VERSION}-lib2to3 python-is-python3  \
+    && update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 1 \
+    && update-alternatives --set python3 /usr/bin/python${PYTHON_VERSION} \
+    && ln -sf /usr/bin/python${PYTHON_VERSION}-config /usr/bin/python3-config \
+    && curl -sS https://bootstrap.pypa.io/get-pip.py | python${PYTHON_VERSION} \
+    && python3 --version && python3 -m pip --version
+
+RUN pip install -U packaging cmake ninja wheel setuptools Cython
+
+FROM base AS build_hipblaslt
+ARG HIPBLASLT_BRANCH="d43d84a"
+# Set to "--legacy_hipblas_direct" for ROCm<=6.2
+ARG LEGACY_HIPBLASLT_OPTION=
+RUN git clone https://github.com/ROCm/hipBLASLt
+RUN cd hipBLASLt \
+    && git checkout ${HIPBLASLT_BRANCH} \
+    && ./install.sh -d --architecture ${PYTORCH_ROCM_ARCH} ${LEGACY_HIPBLASLT_OPTION} \
+    && cd build/release \
+    && make package
+RUN mkdir -p /app/install && cp /app/hipBLASLt/build/release/*.deb /app/install
+
+FROM base AS build_rccl
+ARG RCCL_BRANCH="dfe4a3e"
+ARG RCCL_REPO="https://github.com/ROCm/rccl"
+RUN git clone ${RCCL_REPO}
+RUN cd rccl \
+    && git checkout ${RCCL_BRANCH} \
+    && ./install.sh -p --amdgpu_targets ${PYTORCH_ROCM_ARCH}
+RUN mkdir -p /app/install && cp /app/rccl/build/release/*.deb /app/install
+
+FROM base AS build_triton
+ARG TRITON_BRANCH="release/3.1.x"
+ARG TRITON_REPO="https://github.com/triton-lang/triton.git"
+RUN git clone ${TRITON_REPO}
+RUN cd triton \
+    && git checkout ${TRITON_BRANCH} \
+    && cd python \
+    && python3 setup.py bdist_wheel --dist-dir=dist
+RUN mkdir -p /app/install && cp /app/triton/python/dist/*.whl /app/install
+
+FROM base AS build_amdsmi
+RUN cd /opt/rocm/share/amd_smi \
+    && pip wheel . --wheel-dir=dist
+RUN mkdir -p /app/install && cp /opt/rocm/share/amd_smi/dist/*.whl /app/install
+
+FROM base AS build_pytorch
+ARG PYTORCH_BRANCH="8bc4033"
+ARG PYTORCH_VISION_BRANCH="v0.19.1"
+ARG PYTORCH_REPO="https://github.com/pytorch/pytorch.git"
+ARG PYTORCH_VISION_REPO="https://github.com/pytorch/vision.git"
+RUN git clone ${PYTORCH_REPO} pytorch
+RUN cd pytorch && git checkout ${PYTORCH_BRANCH} && \
+    pip install -r requirements.txt && git submodule update --init --recursive \
+    && python3 tools/amd_build/build_amd.py \
+    && CMAKE_PREFIX_PATH=$(python3 -c 'import sys; print(sys.prefix)') python3 setup.py bdist_wheel --dist-dir=dist \
+    && pip install dist/*.whl
+RUN git clone ${PYTORCH_VISION_REPO} vision
+RUN cd vision && git checkout ${PYTORCH_VISION_BRANCH} \
+    && python3 setup.py bdist_wheel --dist-dir=dist \
+    && pip install dist/*.whl
+RUN mkdir -p /app/install && cp /app/pytorch/dist/*.whl /app/install \
+    && cp /app/vision/dist/*.whl /app/install
+
+FROM base AS final
+RUN --mount=type=bind,from=build_hipblaslt,src=/app/install/,target=/install \
+    dpkg -i /install/*deb \
+    && sed -i 's/, hipblaslt-dev \(.*\), hipcub-dev/, hipcub-dev/g' /var/lib/dpkg/status \
+    && sed -i 's/, hipblaslt \(.*\), hipfft/, hipfft/g' /var/lib/dpkg/status
+RUN --mount=type=bind,from=build_rccl,src=/app/install/,target=/install \
+    dpkg -i /install/*deb \
+    && sed -i 's/, rccl-dev \(.*\), rocalution/, rocalution/g' /var/lib/dpkg/status \
+    && sed -i 's/, rccl \(.*\), rocalution/, rocalution/g' /var/lib/dpkg/status
+RUN --mount=type=bind,from=build_triton,src=/app/install/,target=/install \
+    pip install /install/*.whl
+RUN --mount=type=bind,from=build_amdsmi,src=/app/install/,target=/install \
+    pip install /install/*.whl
+RUN --mount=type=bind,from=build_pytorch,src=/app/install/,target=/install \
+    pip install /install/*.whl
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