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BoxiangW d9bf83e084 Add handson to ColossalAI. (#1896 ) Co-authored-by: Boxiang Wang <boxiang.wang1@gmail.com>		2022-11-11 16:13:22 +08:00
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README.md	Add handson to ColossalAI. (#1896 )	2022-11-11 16:13:22 +08:00
auto_ckpt_demo.ipynb	Add handson to ColossalAI. (#1896 )	2022-11-11 16:13:22 +08:00
auto_parallel_demo.py	Add handson to ColossalAI. (#1896 )	2022-11-11 16:13:22 +08:00
bench_utils.py	Add handson to ColossalAI. (#1896 )	2022-11-11 16:13:22 +08:00

README.md

Handson 3: Auto-Parallelism with ResNet

Prepare Dataset

We use CIFAR10 dataset in this example. The dataset will be downloaded to ./data by default. If you wish to use customized directory for the dataset. You can set the environment variable DATA via the following command.

export DATA=/path/to/data

Run on 2*2 device mesh

colossalai run --nproc_per_node 4 auto_parallel_demo.py