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Examples for ResNet

SparseGPT

For more details about SparseGPT, please refer to SparseGPT

Usage

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

Usage

python projects/mmrazor_large/examples/ResNet/resnet18_gptq.py --data {imagenet_path} --batchsize 128 --num_samples 512

Note: this imagenet folder follows torch format.