mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-10-31 20:02:53 +08:00
72 lines
2.4 KiB
Markdown
72 lines
2.4 KiB
Markdown
English | [中文](../zh_CN/compile.md)
|
||
# FastDeploy Serving Deployment Compilation
|
||
|
||
## Compilation with Docker containers
|
||
|
||
### GPU Image
|
||
|
||
The GPU images published by FastDploy are based on version 21.10 of [Triton Inference Server](https://github.com/triton-inference-server/server). If developers need to use other CUDA versions, please refer to [ NVIDIA official website](https://docs.nvidia.com/deeplearning/frameworks/support-matrix/index.html) to modify the scripts in Dockerfile and scripts.
|
||
|
||
```shell
|
||
# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
|
||
cd serving
|
||
bash scripts/build.sh
|
||
|
||
# Exit to the FastDeploy home directory and create the image
|
||
# x.y.z is FastDeploy version, example: 1.0.3
|
||
cd ../
|
||
docker build -t paddlepaddle/fastdeploy:x.y.z-gpu-cuda11.4-trt8.4-21.10 -f serving/Dockerfile .
|
||
```
|
||
|
||
The default version of TensorRT is 8.5.2.2. If you need to change the version, you can run the following commands.
|
||
|
||
```
|
||
cd serving
|
||
bash scripts/build.sh -tv 8.4.1.5
|
||
|
||
cd ../
|
||
docker build -t paddlepaddle/fastdeploy:x.y.z-gpu-cuda11.4-trt8.5-21.10 -f serving/Dockerfile_CUDA_11_4_TRT_8_4 .
|
||
```
|
||
|
||
For example, create an GPU image based on FastDeploy v1.0.3 and ubuntu 20.04，cuda11.2 environment
|
||
```
|
||
# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
|
||
cd serving
|
||
bash scripts/build_fd_cuda_11_2.sh
|
||
|
||
# Exit to the FastDeploy home directory and create the image
|
||
cd ../
|
||
docker build -t paddlepaddle/fastdeploy:1.0.3-gpu-cuda11.2-trt8.4-21.10 -f serving/Dockerfile_CUDA_11_2 .
|
||
```
|
||
|
||
### CPU Image
|
||
|
||
```shell
|
||
# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
|
||
cd serving
|
||
cd serving
|
||
bash scripts/build.sh OFF
|
||
|
||
# Exit to the FastDeploy home directory and create the image
|
||
# x.y.z is FastDeploy version, example: 1.0.3
|
||
cd ../
|
||
docker build -t paddlepaddle/fastdeploy:x.y.z-cpu-only-21.10 -f serving/Dockerfile_cpu .
|
||
```
|
||
|
||
### IPU Image
|
||
|
||
```shell
|
||
# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
|
||
cd serving
|
||
bash scripts/build_fd_ipu.sh
|
||
|
||
# Exit to the FastDeploy home directory and create the image
|
||
# x.y.z is FastDeploy version, example: 1.0.3
|
||
cd ../
|
||
docker build -t paddlepaddle/fastdeploy:x.y.z-ipu-only-21.10 -f serving/Dockerfile_ipu .
|
||
```
|
||
|
||
## Compilation without Docker containers
|
||
|
||
- [FastDeploy Serving CentOS Compilation Tutorial](./compile_without_docker_centos-en.md)
|