Update habana version (#2279)

Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

Author: XuehaoSun

.azure-pipelines/scripts/install_nc.sh

@@ -10,8 +10,8 @@ if [[ $1 = *"3x_pt"* ]]; then
         python setup.py pt bdist_wheel
     else
         echo -e "\n Install torch CPU ... "
-        pip install torch==2.7.0 torchvision --index-url https://download.pytorch.org/whl/cpu
-        python -m pip install intel-extension-for-pytorch==2.7.0 oneccl_bind_pt==2.7.0 --index-url https://pytorch-extension.intel.com/release-whl/stable/cpu/us/
+        pip install torch==2.7.1 torchvision --index-url https://download.pytorch.org/whl/cpu
+        python -m pip install intel-extension-for-pytorch==2.7.0 oneccl_bind_pt --index-url https://pytorch-extension.intel.com/release-whl/stable/cpu/us/
         python -m pip install --no-cache-dir -r requirements.txt
         python setup.py bdist_wheel
     fi

.azure-pipelines/scripts/ut/3x/run_3x_pt.sh

@@ -12,8 +12,8 @@ echo "##[section]import check pass"
 # install requirements
 echo "##[group]set up UT env..."
 export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH
-pip install -r /neural-compressor/test/3x/torch/requirements.txt
-pip install torch==2.7.0 torchvision==0.22.0 # For auto-round
+sed -i '/^deepspeed/d' /neural-compressor/test/3x/torch/requirements.txt
+pip install -r /neural-compressor/test/3x/torch/requirements.txt --extra-index-url https://download.pytorch.org/whl/cpu
 pip install pytest-cov
 pip install pytest-html
 echo "##[endgroup]"

.azure-pipelines/scripts/ut/3x/run_3x_pt_fp8.sh

@@ -12,7 +12,6 @@ echo "##[section]import check pass"
 # install requirements
 echo "##[group]set up UT env..."
 export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH
-export PT_HPU_LAZY_MODE=1
 sed -i '/^intel_extension_for_pytorch/d' /neural-compressor/test/3x/torch/requirements.txt
 sed -i '/^auto_round/d' /neural-compressor/test/3x/torch/requirements.txt
 cat /neural-compressor/test/3x/torch/requirements.txt

.azure-pipelines/template/docker-template.yml

@@ -74,7 +74,7 @@ steps:
 
   - ${{ if eq(parameters.imageSource, 'pull') }}:
       - script: |
-          docker pull vault.habana.ai/gaudi-docker/1.21.0/ubuntu22.04/habanalabs/pytorch-installer-2.6.0:latest
+          docker pull vault.habana.ai/gaudi-docker/1.22.0/ubuntu24.04/habanalabs/pytorch-installer-2.7.1:latest
         displayName: "Pull habana docker image"
 
   - script: |
@@ -95,7 +95,7 @@ steps:
             else
                 docker run -dit --disable-content-trust --privileged --name=${{ parameters.containerName }} --shm-size="2g" \
                 --runtime=habana -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --net=host --ipc=host \
-                -v ${BUILD_SOURCESDIRECTORY}:/neural-compressor vault.habana.ai/gaudi-docker/1.21.0/ubuntu22.04/habanalabs/pytorch-installer-2.6.0:latest
+                -v ${BUILD_SOURCESDIRECTORY}:/neural-compressor vault.habana.ai/gaudi-docker/1.22.0/ubuntu24.04/habanalabs/pytorch-installer-2.7.1:latest
                 docker exec ${{ parameters.containerName }} bash -c "ln -sf \$(which python3) /usr/bin/python"
             fi
             echo "Show the container list after docker run ... "

.azure-pipelines/ut-3x-pt-fp8.yml

@@ -39,6 +39,7 @@ stages:
     jobs:
       - job:
         displayName: Torch 3x Habana FP8
+        timeoutInMinutes: 120
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -54,7 +55,7 @@ stages:
     jobs:
       - job:
         displayName: Torch 3x Habana FP8 baseline
-        continueOnError: true
+        timeoutInMinutes: 120
         steps:
           - template: template/ut-template.yml
             parameters:

.azure-pipelines/ut-3x-pt.yml

@@ -52,7 +52,6 @@ stages:
     jobs:
       - job:
         displayName: Unit Test 3x Torch baseline
-        continueOnError: true
         steps:
           - template: template/ut-template.yml
             parameters:

README.md

@@ -5,7 +5,7 @@ Intel® Neural Compressor
 <h3> An open-source Python library supporting popular model compression techniques on all mainstream deep learning frameworks (TensorFlow, PyTorch, and ONNX Runtime)</h3>
 
 [![python](https://img.shields.io/badge/python-3.8%2B-blue)](https://github.com/intel/neural-compressor)
-[![version](https://img.shields.io/badge/release-3.4.1-green)](https://github.com/intel/neural-compressor/releases)
+[![version](https://img.shields.io/badge/release-3.5-green)](https://github.com/intel/neural-compressor/releases)
 [![license](https://img.shields.io/badge/license-Apache%202-blue)](https://github.com/intel/neural-compressor/blob/master/LICENSE)
 [![coverage](https://img.shields.io/badge/coverage-85%25-green)](https://github.com/intel/neural-compressor)
 [![Downloads](https://static.pepy.tech/personalized-badge/neural-compressor?period=total&units=international_system&left_color=grey&right_color=green&left_text=downloads)](https://pepy.tech/project/neural-compressor)
@@ -56,7 +56,7 @@ To try on Intel Gaudi2, docker image with Gaudi Software Stack is recommended, p
 
 Run a container with an interactive shell, [more info](https://docs.habana.ai/en/latest/Installation_Guide/Additional_Installation/Docker_Installation.html#docker-installation)
 ```
-docker run -it --runtime=habana -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --net=host --ipc=host vault.habana.ai/gaudi-docker/1.21.0/ubuntu24.04/habanalabs/pytorch-installer-2.6.0:latest
+docker run -it --runtime=habana -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --net=host --ipc=host vault.habana.ai/gaudi-docker/1.22.0/ubuntu24.04/habanalabs/pytorch-installer-2.7.1:latest
 ```
 
 > Note: Since Habana software >= 1.21.0, `PT_HPU_LAZY_MODE=0` is the default setting. However, most low-precision functions (such as `convert_from_uint4`) do not support this setting. Therefore, we recommend setting `PT_HPU_LAZY_MODE=1` to maintain compatibility.

test/3x/torch/requirements.txt

@@ -1,6 +1,6 @@
 auto_round
 datasets
-deepspeed @ git+https://github.com/HabanaAI/DeepSpeed.git@1.21.0
+deepspeed @ git+https://github.com/HabanaAI/DeepSpeed.git@1.22.0
 expecttest
 intel_extension_for_pytorch
 numpy