diff --git a/dockerfiles/scripts/install_common_deps.sh b/dockerfiles/scripts/install_common_deps.sh
index bbb672a99e..0dc652fbda 100644
--- a/dockerfiles/scripts/install_common_deps.sh
+++ b/dockerfiles/scripts/install_common_deps.sh
@@ -8,16 +8,23 @@ apt-get update && apt-get install -y --no-install-recommends \
         curl \
         libcurl4-openssl-dev \
         libssl-dev \
-        python3-dev
+        python3-dev \
+        ccache
 
 # Dependencies: conda
-wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-4.5.11-Linux-x86_64.sh -O ~/miniconda.sh --no-check-certificate && /bin/bash ~/miniconda.sh -b -p /opt/miniconda
+wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-py312_25.9.1-1-Linux-x86_64.sh -O ~/miniconda.sh && /bin/bash ~/miniconda.sh -b -p /opt/miniconda
 rm ~/miniconda.sh
 /opt/miniconda/bin/conda clean -ya
 
-pip install numpy
-pip install packaging
-pip install "wheel>=0.35.1"
+# Dependencies: venv and packages
+/opt/miniconda/bin/python3 -m venv /opt/rocm-venv
+/opt/rocm-venv/bin/pip install --no-cache-dir --upgrade pip
+/opt/rocm-venv/bin/pip install --no-cache-dir \
+  "numpy==2.3.4" \
+  "packaging==25.0" \
+  "wheel==0.45.1" \
+  "setuptools==80.9.0"
+
 rm -rf /opt/miniconda/pkgs
 
 # Dependencies: cmake