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                                            shiyf129

Gradmatch Data subset selection method making training slow

@krishnatejakk I got the similar test results using cifar10 dataset and ResNet18 model. For one epoch training, "full dataset" took about 50 seconds, GradMatch and CRAIG took more than 100...

Gradmatch Data subset selection method making training slow

> @shiyf129 What is the resolution of the images you are using while training? I am using 224x224. I use the original cifar10 dataset, 32*32 image size

Gradmatch Data subset selection method making training slow

@krishnatejakk I test GradMatchPB algorithm and set v1=False to use previous OMP version. I compared the beginning 10 epoch training between GradMatchPB alogithm and full dataset training, the result shows...

Gradmatch Data subset selection method making training slow

@krishnatejakk I modified the code to select a subset every 20 epoches. I run the cifar10 dataset on ResNet18 model to compare GradMatchPB and Full dataset. Both of them run...