[LLM] Add support for PyTorch 2.1 install in UT for GPU (#9845)

* Add support for ipex 2.1 install in UT and fix perf test

* Small fix

.github/actions/llm/setup-llm-env/action.yml

@@ -11,12 +11,16 @@ runs:
     - name: Create conda env for llm tests and conduct install tests
       shell: bash
       run: |
-        # make sure we install the latest version for bigdl-core-xe
-        pip uninstall bigdl-core-xe || true
+        # make sure we install the latest version for bigdl-core-xe related packages
+        pip uninstall bigdl-core-xe -y || true
+        pip uninstall bigdl-core-xe-esimd -y || true
+        pip uninstall bigdl-core-xe-21 -y || true
+        pip uninstall bigdl-core-xe-esimd-21 -y || true
         sed -i 's/"bigdl-core-xe==" + VERSION + "/"bigdl-core-xe/g' python/llm/setup.py
-        # make sure we install the latest version for bigdl-core-xe-esimd
-        pip uninstall bigdl-core-xe-esimd || true
         sed -i 's/"bigdl-core-xe-esimd==" + VERSION + "/"bigdl-core-xe-esimd/g' python/llm/setup.py
+        sed -i 's/"bigdl-core-xe-21==" + VERSION + "/"bigdl-core-xe-21/g' python/llm/setup.py
+        sed -i 's/"bigdl-core-xe-21==" + VERSION/"bigdl-core-xe-21"/g' python/llm/setup.py
+        sed -i 's/"bigdl-core-xe-esimd-21==" + VERSION + "/"bigdl-core-xe-esimd/g' python/llm/setup.py
 
         pip install requests
         if [[ ${{ runner.os }} == 'Linux' ]]; then
@@ -28,9 +32,12 @@ runs:
           exit 1
         fi
         whl_name=$(ls python/llm/dist)
-        if [[ ${{ inputs.extra-dependency }} == 'xpu' ]]; then
-          pip install --upgrade --pre -i https://pypi.python.org/simple --force-reinstall "python/llm/dist/${whl_name}[xpu]" -f https://developer.intel.com/ipex-whl-stable-xpu 
-          pip install pytest datasets librosa soundfile
+        if [[ ${{ inputs.extra-dependency }} == 'xpu_2.0' ]]; then
+          pip install --upgrade --pre -i https://pypi.python.org/simple --force-reinstall "python/llm/dist/${whl_name}[xpu_2.0]" -f https://developer.intel.com/ipex-whl-stable-xpu 
+          pip install pytest expecttest
+        elif [[ ${{ inputs.extra-dependency }} == 'xpu_2.1' ]]; then
+          pip install --upgrade --pre -i https://pypi.python.org/simple --force-reinstall "python/llm/dist/${whl_name}[xpu_2.1]" -f https://developer.intel.com/ipex-whl-stable-xpu 
+          pip install pytest expecttest
         else
           pip install --upgrade --pre -i https://pypi.python.org/simple --force-reinstall "python/llm/dist/${whl_name}[all]"
           pip install pytest

.github/workflows/llm_unit_tests.yml

@@ -249,7 +249,7 @@ jobs:
       - name: Run LLM install (all) test
         uses: ./.github/actions/llm/setup-llm-env
         with:
-          extra-dependency: "xpu"
+          extra-dependency: "xpu_2.0"
 
       - name: Test installed xpu version
         shell: bash
@@ -296,7 +296,7 @@ jobs:
         shell: bash
         run: |
           source /opt/intel/oneapi/setvars.sh
-          python -m pip install expecttest einops librosa
+          python -m pip install datasets librosa soundfile einops
           bash python/llm/test/run-llm-inference-tests-gpu.sh
 
       - name: Run LLM example tests