[LLM] Linux vnni build with ubuntu 18.04 (#8710)

* move from almalinux

.github/workflows/llm-binary-build.yml

@@ -34,21 +34,48 @@ jobs:
           name: linux-avxvnni
 
   linux-build-avxvnni:
-    runs-on: [self-hosted, AVX2, almalinux8]
+    runs-on: [self-hosted, AVX2, ubuntu-18.04-lts]
     needs: check-linux-avxvnni-artifact
     if: needs.check-linux-avxvnni-artifact.outputs.if-exists == 'false'
     steps:
       - name: Set access token
         run: |
           echo "github_access_token=${GITHUB_ACCESS_TOKEN}" >> "$GITHUB_ENV"
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.9"
       - name: Install Build Environment
         shell: bash
         run: |
           export http_proxy=${HTTP_PROXY}
           export https_proxy=${HTTPS_PROXY}
-          yum install -y gcc-toolset-11 cmake git
+          add-apt-repository -y ppa:git-core/ppa
-          conda remove -n python39 --all -y
+          add-apt-repository -y ppa:ubuntu-toolchain-r/test
-          conda create -n python39 python=3.9 -y
+          apt update
+          apt install -y git
+          apt install -y build-essential
+          apt install -y gcc-11 g++-11
+          # install binutils
+          if [[ "$(ld -v | awk '{print  $NF}')" != "2.36.1" ]]; then
+            wget http://ftp.gnu.org/gnu/binutils/binutils-2.36.1.tar.gz
+            tar xzf binutils-2.36.1.tar.gz
+            cd binutils-2.36.1
+            ./configure
+            make 
+            make install
+            cd ..
+          fi
+          cd ..
+          if [ -f "cmake-3.27.1-linux-x86_64.tar.gz" ]; then
+            actual_sha256=$(sha256sum "cmake-3.27.1-linux-x86_64.tar.gz" | awk '{print $1}')
+            if [ "$actual_sha256" != "9fef63e1cf87cab1153f9433045df2e43c336e462518b0f5e52d2cc91d762cff" ]; then
+              wget https://github.com/Kitware/CMake/releases/download/v3.27.1/cmake-3.27.1-linux-x86_64.tar.gz
+            fi
+          else
+            wget https://github.com/Kitware/CMake/releases/download/v3.27.1/cmake-3.27.1-linux-x86_64.tar.gz
+          fi
+          tar zxf cmake-3.27.1-linux-x86_64.tar.gz
       - uses: actions/checkout@v3
         with:
           repository: "intel-analytics/llm.cpp"
@@ -57,8 +84,12 @@ jobs:
       - name: Build binary
         shell: bash
         run: |
-          scl enable gcc-toolset-11 "cmake -B build"
+          cmake_path="$(pwd)/../cmake-3.27.1-linux-x86_64/bin/cmake"
-          scl enable gcc-toolset-11 "cmake --build build --config Release"
+          $cmake_path -B build
+          $cmake_path --build build --config Release
+        env:
+          CC: gcc-11
+          CXX: g++-11
       - name: Move release binary
         shell: bash
         run: |
@@ -82,10 +113,13 @@ jobs:
       - name: Build Chatglm
         shell: bash
         run: |
-          source activate python39
+          cmake_path="$(pwd)/../cmake-3.27.1-linux-x86_64/bin/cmake"
           cd src/chatglm
-          scl enable gcc-toolset-11 "cmake -B build"
+          $cmake_path -B build
-          scl enable gcc-toolset-11 "cmake --build build --config Release"
+          $cmake_path --build build --config Release
+        env:
+          CC: gcc-11
+          CXX: g++-11
       - name: Move Chatglm binaries
         shell: bash
         run: |
@@ -101,7 +135,6 @@ jobs:
         shell: bash
         run: |
           make clean
-          conda remove -n python39 --all -y
 
   check-linux-avx512-artifact:
     runs-on: ubuntu-latest
@@ -125,6 +158,8 @@ jobs:
       - name: Update Git
         shell: bash
         run: |
+          export http_proxy=${HTTP_PROXY}
+          export https_proxy=${HTTPS_PROXY}
           add-apt-repository -y ppa:git-core/ppa
           apt update
           apt install -y git
@@ -151,7 +186,7 @@ jobs:
           else
             wget https://github.com/Kitware/CMake/releases/download/v3.27.1/cmake-3.27.1-linux-x86_64.tar.gz
           fi
-          tar zxvf cmake-3.27.1-linux-x86_64.tar.gz
+          tar zxf cmake-3.27.1-linux-x86_64.tar.gz
       - name: Build avx512 binary
         shell: bash
         run: |