Bump test torch version (#708)

Author: echarlaix

.github/workflows/test_inc.yml

@@ -32,7 +32,7 @@ jobs:
         python -m pip install --upgrade pip
         pip install cmake
         pip install py-cpuinfo
-        pip install torch==2.2 torchaudio torchvision --extra-index-url https://download.pytorch.org/whl/cpu
+        pip install torch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cpu
         pip install .[neural-compressor,diffusers,tests]
         pip install intel-extension-for-transformers
         pip install peft
@@ -43,7 +43,7 @@ jobs:
     - name: Test IPEX
       run: |
         pip uninstall -y intel-extension-for-transformers
-        pip install torch==2.1.0 torchaudio==2.1.0 torchvision==0.16 --extra-index-url https://download.pytorch.org/whl/cpu
-        pip install intel-extension-for-pytorch==2.1.100
+        pip install torch==2.3.0 torchaudio==2.3.0 torchvision==0.18 --extra-index-url https://download.pytorch.org/whl/cpu
+        pip install intel-extension-for-pytorch==2.3.0
         pytest tests/neural_compressor/test_ipex.py
 

optimum/intel/neural_compressor/modeling_base.py

@@ -147,7 +147,7 @@ def _from_pretrained(
             try:
                 quantization_config = PretrainedConfig.from_pretrained(model_save_dir / "quantize_config.json")
                 algorithm = getattr(quantization_config, "quant_method", None)
-                if algorithm in {"rtn", "gptq", "awq", "autoaround"}:
+                if algorithm in {"rtn", "gptq", "awq", "autoround"}:
                     from intel_extension_for_transformers.transformers.modeling.modeling_auto import (
                         _BaseQBitsAutoModelClass,
                     )