Bump torch from 2.5.0 to 2.8.0 in /AI-and-Analytics/Features-and-Functionality/IntelPyTorch_TrainingOptimizations_AMX_BF16 (#2688)

* Bump torch

Bumps [torch](https://github.com/pytorch/pytorch) from 2.5.0 to 2.8.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](pytorch/pytorch@v2.5.0...v2.8.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.8.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

* Update pyproject.toml

* Bump torch

Bumps [torch](https://github.com/pytorch/pytorch) from 2.5.0 to 2.8.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](pytorch/pytorch@v2.5.0...v2.8.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.8.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

* Update pyproject.toml

* updated pyproject.toml

* updated pyproject.toml

* updated pyproject.toml

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ekaterina Zorina <ekaterina.zorina@intel.com>

Author: dependabot[bot]

AI-and-Analytics/Features-and-Functionality/IntelPyTorch_GPU_InferenceOptimization_with_AMP/pyproject.toml

@@ -10,13 +10,13 @@ readme = "README.md"
 requires-python = ">=3.11,<3.12"
 dependencies = [
     "deepspeed==0.15.4",
-    "intel-extension-for-pytorch==2.5.10",
+    "intel-extension-for-pytorch==2.8.0",
     "matplotlib>=3.10.1",
-    "neural-compressor==3.1.1",
+    "neural-compressor==3.4",
     "numpy==1.26.4",
     "oneccl-bind-pt==2.5.0",
     "requests>=2.32.3",
-    "torch==2.5.1",
+    "torch==2.8.0",
     "torchaudio==2.5.1",
     "torchvision==0.20.1",
     "tqdm>=4.67.1",

AI-and-Analytics/Features-and-Functionality/IntelPyTorch_TrainingOptimizations_AMX_BF16/pyproject.toml

@@ -10,7 +10,7 @@ readme = "README.md"
 requires-python = ">=3.11,<3.12"
 dependencies = [
     "deepspeed==0.15.4",
-    "intel-extension-for-pytorch==2.5.0",
+    "intel-extension-for-pytorch==2.8.0",
     "ipykernel>=6.29.5",
     "ipywidgets>=8.1.5",
     "jupyter>=1.1.1",
@@ -20,8 +20,8 @@ dependencies = [
     "onnxruntime==1.19.2",
     "py-cpuinfo>=9.0.0",
     "setuptools>=75.8.2",
-    "torch==2.5.0",
-    "torchaudio==2.5.0",
+    "torch==2.8.0",
+    "torchaudio==2.8.0",
     "torchvision>=0.20.0",
     "transformers>=4.49.0",
 ]

AI-and-Analytics/Features-and-Functionality/IntelTransformers_Quantization/pyproject.toml

@@ -12,18 +12,18 @@ dependencies = [
     "accelerate==0.29.3",
     "datasets==2.9.0",
     "deepspeed==0.15.4",
-    "intel-extension-for-pytorch==2.5.0",
-    "intel-extension-for-transformers==1.4.1",
-    "neural-compressor==2.6",
+    "intel-extension-for-pytorch==2.8.0",
+    "intel-extension-for-transformers==1.4.2",
+    "neural-compressor==3.4",
     "neural-speed==1.0",
     "numpy==1.26.4",
     "onnxruntime==1.19.2",
     "peft==0.10.0",
     "sentencepiece>=0.2.0",
     "setuptools>=75.8.2",
-    "torch==2.5.0",
-    "torchaudio==2.5.0",
-    "torchvision==0.20.0",
+    "torch==2.8.0",
+    "torchaudio==2.8.0",
+    "torchvision==0.20.1",
     "transformers==4.53.0",
 ]
 

AI-and-Analytics/Getting-Started-Samples/INC-Quantization-Sample-for-PyTorch/pyproject.toml

@@ -10,10 +10,10 @@ readme = "README.MD"
 requires-python = ">=3.11.11,<3.12"
 dependencies = [
     "datasets>=3.3.2",
-    "intel-extension-for-pytorch==2.8.10",
-    "neural-compressor==2.1",
-    "torch==2.8.10",
-    "transformers>=4.51.3",
+    "intel-extension-for-pytorch==2.8.0",
+    "neural-compressor==3.4",
+    "torch==2.8.0",
+    "transformers==4.51.3",
 ]
 
 [tool.uv.sources]