update installation readme (#3429)

Author: yongqiangma

docs/get_started/installation/Enflame_gcu.md

@@ -53,21 +53,24 @@ After driver installation, **re-enter the Docker container**:
 docker start paddle-gcu-llm
 docker exec -it paddle-gcu-llm bash
 ```
-5. Install PaddlePaddle
+5. Install PaddlePaddle & PaddleCustomDevice<br/>
 ```bash
 # PaddlePaddle Deep Learning Framework provides fundamental computing capabilities
-python -m pip install paddlepaddle==3.1.0a0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
-```
-6. Install PaddleCustomDevice<br/>
-```bash
+python -m pip install paddlepaddle==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
+
 # PaddleCustomDevice implements custom hardware backend for PaddlePaddle, providing GCU operator implementations
-python -m pip install paddle-custom-gcu==3.1.0 -i https://www.paddlepaddle.org.cn/packages/stable/gcu/
+python -m pip install paddle-custom-gcu==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/gcu/
 # For source compilation, refer to: https://github.com/PaddlePaddle/PaddleCustomDevice/blob/develop/backends/gcu/README_cn.md
 ```
-7. Install FastDeploy and dependencies
+For latest paddle verion on iluvatar. Refer to [PaddlePaddle Installation](https://www.paddlepaddle.org.cn/)
+
+6. Install FastDeploy and dependencies
 ```bash
 python -m pip install fastdeploy -i https://www.paddlepaddle.org.cn/packages/stable/gcu/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
-# For source compilation, refer to the following steps
+```
+
+You can build FastDeploy from source if you need the ```latest version```.
+```bash
 git clone https://github.com/PaddlePaddle/FastDeploy
 cd FastDeploy
 python -m pip install -r requirements.txt --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels

docs/get_started/installation/iluvatar_gpu.md

@@ -18,7 +18,7 @@ docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/device/paddle-ixuca:latest
 ```
 
 ## Container Preparation
-1. Start Container
+### Start Container
 
 ```bash
 docker run -itd --name paddle_infer -v /usr/src:/usr/src -v /lib/modules:/lib/modules -v /dev:/dev -v /home/paddle:/home/paddle --privileged --cap-add=ALL --pid=host ccr-2vdh3abv-pub.cnc.bj.baidubce.com/device/paddle-ixuca:latest
@@ -27,13 +27,26 @@ docker exec -it paddle_infer bash
 
 /home/paddle contains the model files, *.whl packages, and scripts.
 
-1. Install packages
+### Install paddle
 
 ```bash
-pip3 install paddlepaddle==3.1.0a0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
-pip3 install paddle-iluvatar-gpu==3.1.0 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/
+pip3 install paddlepaddle==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
+pip3 install paddle-iluvatar-gpu==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/
+```
+For latest paddle verion on iluvatar. Refer to [PaddlePaddle Installation](https://www.paddlepaddle.org.cn/)
+
+### Install or build FastDeploy
+```bash
 pip3 install fastdeploy_iluvatar_gpu==2.1.0.dev0 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
 ```
+You can build FastDeploy from source if you need the ```latest version```.
+```bash
+git clone https://github.com/PaddlePaddle/FastDeploy
+cd FastDeploy
+pip install -r requirements_iluvatar.txt
+export LD_PRELOAD=/usr/local/corex/lib64/libcuda.so.1
+bash build.sh
+```
 
 ## Prepare the inference demo script
 

docs/zh/get_started/installation/Enflame_gcu.md

@@ -52,21 +52,24 @@ bash TopsRider_i3x_*_deb_amd64.run --driver --no-auto-load -y
 docker start paddle-gcu-llm
 docker exec -it paddle-gcu-llm bash
 ```
-5. 安装 PaddlePaddle<br/>
+5. 安装 PaddlePaddle & PaddleCustomDevice<br/>
 ```bash
 # PaddlePaddle『飞桨』深度学习框架，提供运算基础能力
-python -m pip install paddlepaddle==3.1.0a0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
-```
-6. 安装 PaddleCustomDevice<br/>
-```bash
+python -m pip install paddlepaddle==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
+
 # PaddleCustomDevice是PaddlePaddle『飞桨』深度学习框架的自定义硬件接入实现，提供GCU的算子实现
-python -m pip install paddle-custom-gcu==3.1.0 -i https://www.paddlepaddle.org.cn/packages/stable/gcu/
+python -m pip install paddle-custom-gcu==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/gcu/
 # 如想源码编译安装，请参考https://github.com/PaddlePaddle/PaddleCustomDevice/blob/develop/backends/gcu/README_cn.md
 ```
-7. 安装 FastDeploy <br/>
+获取Paddle的最新安装版本： [PaddlePaddle Installation](https://www.paddlepaddle.org.cn/)
+
+6. 安装 FastDeploy <br/>
 ```bash
 python -m pip install fastdeploy -i https://www.paddlepaddle.org.cn/packages/stable/gcu/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
-# 如想源码编译安装，请参考如下步骤
+```
+
+可以按如下步骤编译FastDeploy，得到```最新版本```.
+```bash
 git clone https://github.com/PaddlePaddle/FastDeploy
 cd FastDeploy
 python -m pip install -r requirements.txt --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels

docs/zh/get_started/installation/iluvatar_gpu.md

@@ -1,5 +1,5 @@
 # 如何在天数机器上运行 ERNIE-4.5-300B-A47B-BF16 & ERNIE-4.5-21B-A3B
-当前版本软件只是作为天数芯片 + Fastdeploy 推理大模型的一个演示 demo，跑最新ERNIE4.5模型可能存在问题，后续进行修复和性能优化，给客户提供一个更稳定的版本。
+该软件的当前版本仅作为Iluvatar CoreX与大型模型的Fastdeploy推理框架相结合的演示。在GSM8K数据集上运行最新的ERNIE4.5 300B模型大约需要6.3小时。
 
 ## 准备机器
 首先您需要准备以下配置的机器
@@ -18,7 +18,7 @@ docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/device/paddle-ixuca:latest
 ```
 
 ## 准备容器
-1. 启动容器
+### 启动容器
 
 ```bash
 docker run -itd --name paddle_infer -v /usr/src:/usr/src -v /lib/modules:/lib/modules -v /dev:/dev -v /home/paddle:/home/paddle --privileged --cap-add=ALL --pid=host ccr-2vdh3abv-pub.cnc.bj.baidubce.com/device/paddle-ixuca:latest
@@ -27,12 +27,25 @@ docker exec -it paddle_infer bash
 
 /home/paddle 为模型文件、whl包、脚本所在目录
 
-1. 安装whl包
+### 安装paddle
 
 ```bash
-pip3 install paddlepaddle==3.1.0a0 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
-pip3 install paddle-iluvatar-gpu==3.1.0 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/
-pip3 install fastdeploy_iluvatar_gpu -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
+pip3 install paddlepaddle==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/cpu/
+pip3 install paddle-iluvatar-gpu==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/
+```
+获取Paddle的最新安装版本： [PaddlePaddle Installation](https://www.paddlepaddle.org.cn/)
+
+### 安装fastdeploy
+```bash
+pip3 install fastdeploy_iluvatar_gpu==2.1.0.dev0 -i https://www.paddlepaddle.org.cn/packages/stable/ixuca/ --extra-index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simplels
+```
+可以按如下步骤编译FastDeploy，，得到```最新版本```.
+```bash
+git clone https://github.com/PaddlePaddle/FastDeploy
+cd FastDeploy
+pip install -r requirements_iluvatar.txt
+export LD_PRELOAD=/usr/local/corex/lib64/libcuda.so.1
+bash build.sh
 ```
 
 ## 准备推理demo脚本