An open-source Python library supporting popular model compression techniques on all mainstream deep learning frameworks (TensorFlow, PyTorch, and ONNX Runtime)
-[](https://github.com/intel/neural-compressor)
+[](https://github.com/intel/neural-compressor)
[](https://github.com/intel/neural-compressor/releases)
[](https://github.com/intel/neural-compressor/blob/master/LICENSE)
[](https://github.com/intel/neural-compressor)
diff --git a/docs/source/installation_guide.md b/docs/source/installation_guide.md
index bcce75510e9..aabf0f3a9e3 100644
--- a/docs/source/installation_guide.md
+++ b/docs/source/installation_guide.md
@@ -22,7 +22,7 @@ You can install Neural Compressor using one of three options: Install single com
The following prerequisites and requirements must be satisfied for a successful installation:
-- Python version: 3.8 or 3.9 or 3.10 or 3.11
+- Python version: 3.10 or 3.11 or 3.12
> Notes:
> - If you get some build issues, please check [frequently asked questions](faq.md) at first.
@@ -73,14 +73,28 @@ pip install neural-compressor-tf
### Install from Source
- ```Shell
- git clone https://github.com/intel/neural-compressor.git
- cd neural-compressor
- pip install -r requirements.txt
- python setup.py install
- [optional] pip install -r requirements_pt.txt # for PyTorch framework extension API
- [optional] pip install -r requirements_tf.txt # for TensorFlow framework extension API
- ```
+```Shell
+git clone https://github.com/intel/neural-compressor.git
+cd neural-compressor
+pip install -r requirements.txt
+```
+
+```Shell
+# PyTorch framework extension API + PyTorch dependency
+INC_PT_ONLY=1 pip install .
+```
+
+```Shell
+# TensorFlow framework extension API + TensorFlow dependency
+INC_TF_ONLY=1 pip install .
+```
+
+```Shell
+# Full Installation
+pip install .
+[optional] pip install -r requirements_pt.txt # for PyTorch framework extension API
+[optional] pip install -r requirements_tf.txt # for TensorFlow framework extension API
+```
### Install from AI Kit
@@ -97,18 +111,19 @@ The AI Kit is distributed through many common channels, including from Intel's w
### Validated Hardware Environment
#### Intel® Neural Compressor supports HPUs based on heterogeneous architecture with two compute engines (MME and TPC):
-* Intel Gaudi Al Accelerators (Gaudi2)
+* Intel Gaudi Al Accelerators (Gaudi2, Gaudi3)
#### Intel® Neural Compressor supports CPUs based on [Intel 64 architecture or compatible processors](https://en.wikipedia.org/wiki/X86-64):
-* Intel Xeon Scalable processor (Skylake, Cascade Lake, Cooper Lake, Ice Lake, and Sapphire Rapids)
+* Intel Xeon Scalable processor (Sapphire Rapids, Emerald Rapids, Granite Rapids)
* Intel Xeon CPU Max Series (Sapphire Rapids HBM)
-* Intel Core Ultra Processors (Meteor Lake)
+* Intel Core Ultra Processors (Meteor Lake, Lunar Lake)
#### Intel® Neural Compressor supports GPUs built on Intel's Xe architecture:
* Intel Data Center GPU Flex Series (Arctic Sound-M)
* Intel Data Center GPU Max Series (Ponte Vecchio)
+* Intel® Arc™ B-Series Graphics (Battlemage)
#### Intel® Neural Compressor quantized ONNX models support multiple hardware vendors through ONNX Runtime:
@@ -116,8 +131,8 @@ The AI Kit is distributed through many common channels, including from Intel's w
### Validated Software Environment
-* OS version: CentOS 8.4, Ubuntu 22.04, MacOS Ventura 13.5, Windows 11
-* Python version: 3.8, 3.9, 3.10, 3.11
+* OS version: CentOS 8.4, Ubuntu 24.04, MacOS Ventura 13.5, Windows 11
+* Python version: 3.10, 3.11, 3.12
@@ -142,13 +157,13 @@ The AI Kit is distributed through many common channels, including from Intel's w
2.14.0.1 2.13.0.0