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72 lines
2.4 KiB
Markdown
72 lines
2.4 KiB
Markdown
English | [中文](../zh_CN/compile.md)
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# FastDeploy Serving Deployment Compilation
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## Compilation with Docker containers
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### GPU Image
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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.
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```shell
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# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
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cd serving
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bash scripts/build.sh
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# Exit to the FastDeploy home directory and create the image
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# x.y.z is FastDeploy version, example: 1.0.3
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cd ../
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docker build -t paddlepaddle/fastdeploy:x.y.z-gpu-cuda11.4-trt8.4-21.10 -f serving/Dockerfile .
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```
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The default version of TensorRT is 8.5.2.2. If you need to change the version, you can run the following commands.
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```
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cd serving
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bash scripts/build.sh -tv 8.4.1.5
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cd ../
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docker build -t paddlepaddle/fastdeploy:x.y.z-gpu-cuda11.4-trt8.5-21.10 -f serving/Dockerfile_CUDA_11_4_TRT_8_4 .
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```
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For example, create an GPU image based on FastDeploy v1.0.3 and ubuntu 20.04，cuda11.2 environment
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```
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# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
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cd serving
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bash scripts/build_fd_cuda_11_2.sh
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# Exit to the FastDeploy home directory and create the image
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cd ../
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docker build -t paddlepaddle/fastdeploy:1.0.3-gpu-cuda11.2-trt8.4-21.10 -f serving/Dockerfile_CUDA_11_2 .
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```
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### CPU Image
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```shell
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# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
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cd serving
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cd serving
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bash scripts/build.sh OFF
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# Exit to the FastDeploy home directory and create the image
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# x.y.z is FastDeploy version, example: 1.0.3
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cd ../
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docker build -t paddlepaddle/fastdeploy:x.y.z-cpu-only-21.10 -f serving/Dockerfile_cpu .
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```
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### IPU Image
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```shell
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# Enter the serving directory and execute the script to compile the FastDeploy and serving backend
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cd serving
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bash scripts/build_fd_ipu.sh
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# Exit to the FastDeploy home directory and create the image
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# x.y.z is FastDeploy version, example: 1.0.3
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cd ../
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docker build -t paddlepaddle/fastdeploy:x.y.z-ipu-only-21.10 -f serving/Dockerfile_ipu .
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```
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## Compilation without Docker containers
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- [FastDeploy Serving CentOS Compilation Tutorial](./compile_without_docker_centos-en.md)
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