mmrazor/projects/mmrazor_large/examples/ResNet/README.md

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2023-05-17 19:00:17 +08:00
# Examples for ResNet
## SparseGPT
For more details about SparseGPT, please refer to [SparseGPT](../../algorithms/SparseGPT.md)
### Usage
```shell
python projects/mmrazor_large/examples/ResNet/resnet18_sparse_gpt.py --data {imagenet_path} --batchsize 128 --num_samples 512
```
**Note**: this imagenet folder follows torch format.
## GPTQ
For more details about GPTQ, please refer to [GPTQ](../../algorithms/GPTQ.md)
### Usage
```shell
python projects/mmrazor_large/examples/ResNet/resnet18_gptq.py --data {imagenet_path} --batchsize 128 --num_samples 512
```
**Note**: this imagenet folder follows torch format.