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[tutorial] polish all README (#1946)

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binmakeswell
2022-11-14 19:49:32 +08:00
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examples/tutorial/large_batch_optimizer/README.md
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# Comparison of Large Batch Training Optimization
## 🚀Quick Start
Run with synthetic data
```bash
colossalai run --nproc_per_node 4 train.py --config config.py -s
```
## Prepare Dataset
We use CIFAR10 dataset in this example. You should invoke the `donwload_cifar10.py` in the tutorial root directory or directly run the `auto_parallel_with_resnet.py`.