2023-02-09 06:21:38 +00:00
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# 安装
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2023-03-07 10:04:10 +00:00
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环境要求:
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- PyTorch >= 1.11 (PyTorch 2.x 正在适配中)
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- Python >= 3.7
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- CUDA >= 11.0
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2023-04-10 09:37:16 +00:00
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- [NVIDIA GPU Compute Capability](https://developer.nvidia.com/cuda-gpus) >= 7.0 (V100/RTX20 and higher)
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- Linux OS
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2023-03-09 10:10:45 +00:00
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2023-03-07 10:04:10 +00:00
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如果你遇到安装问题,可以向本项目 [反馈](https://github.com/hpcaitech/ColossalAI/issues/new/choose)。
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2023-02-09 06:21:38 +00:00
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## 从PyPI上安装
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你可以PyPI上使用以下命令直接安装Colossal-AI。
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```shell
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pip install colossalai
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```
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2023-03-07 10:04:10 +00:00
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**注:现在只支持Linux。**
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2023-02-09 06:21:38 +00:00
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如果你想同时安装PyTorch扩展的话,可以添加`CUDA_EXT=1`。如果不添加的话,PyTorch扩展会在运行时自动安装。
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```shell
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CUDA_EXT=1 pip install colossalai
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```
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## 从源安装
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[doc] update booster tutorials (#3718)
* [booster] update booster tutorials#3717
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, fix
* [booster] update tutorials#3717, update booster api doc
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3713
* [booster] update tutorials#3713, modify file
2023-05-18 03:41:56 +00:00
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> 此文档将与版本库的主分支保持一致。如果您遇到任何问题,欢迎给我们提 issue。
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2023-02-09 06:21:38 +00:00
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```shell
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git clone https://github.com/hpcaitech/ColossalAI.git
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cd ColossalAI
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# install dependency
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pip install -r requirements/requirements.txt
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# install colossalai
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[doc] update booster tutorials (#3718)
* [booster] update booster tutorials#3717
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, fix
* [booster] update tutorials#3717, update booster api doc
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3713
* [booster] update tutorials#3713, modify file
2023-05-18 03:41:56 +00:00
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CUDA_EXT=1 pip install .
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2023-02-09 06:21:38 +00:00
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```
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[doc] update booster tutorials (#3718)
* [booster] update booster tutorials#3717
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, fix
* [booster] update tutorials#3717, update booster api doc
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3713
* [booster] update tutorials#3713, modify file
2023-05-18 03:41:56 +00:00
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如果您不想安装和启用 CUDA 内核融合(使用融合优化器时强制安装),您可以不添加`CUDA_EXT=1`:
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2023-02-09 06:21:38 +00:00
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```shell
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[doc] update booster tutorials (#3718)
* [booster] update booster tutorials#3717
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, fix
* [booster] update tutorials#3717, update booster api doc
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3713
* [booster] update tutorials#3713, modify file
2023-05-18 03:41:56 +00:00
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pip install .
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2023-02-09 06:21:38 +00:00
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```
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2023-03-09 10:10:45 +00:00
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2023-05-30 10:41:56 +00:00
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如果您在使用CUDA 10.2,您仍然可以从源码安装ColossalAI。但是您需要手动下载cub库并将其复制到相应的目录。
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2023-05-25 06:14:34 +00:00
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```bash
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# clone the repository
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git clone https://github.com/hpcaitech/ColossalAI.git
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cd ColossalAI
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# download the cub library
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wget https://github.com/NVIDIA/cub/archive/refs/tags/1.8.0.zip
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unzip 1.8.0.zip
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cp -r cub-1.8.0/cub/ colossalai/kernel/cuda_native/csrc/kernels/include/
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# install
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CUDA_EXT=1 pip install .
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```
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2023-03-09 10:10:45 +00:00
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<!-- doc-test-command: echo "installation.md does not need test" -->
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