├── .gitignore ├── LICENSE ├── README.md ├── configs ├── cifar100 │ ├── FAM_KD │ │ ├── res110_res20.yaml │ │ ├── res110_res32.yaml │ │ ├── res324_res84.yaml │ │ ├── res56_res20.yaml │ │ ├── wrn402_wrn162.yaml │ │ └── wrn402_wrn401.yaml │ ├── at.yaml │ ├── crd.yaml │ ├── dkd │ │ ├── res110_res32.yaml │ │ ├── res32x4_res8x4.yaml │ │ ├── res32x4_shuv1.yaml │ │ ├── res32x4_shuv2.yaml │ │ ├── res50_mv2.yaml │ │ ├── res56_res20.yaml │ │ ├── vgg13_mv2.yaml │ │ ├── vgg13_vgg8.yaml │ │ ├── wrn40_2_shuv1.yaml │ │ ├── wrn40_2_wrn_16_2.yaml │ │ └── wrn40_2_wrn_40_1.yaml │ ├── fitnet.yaml │ ├── kd.yaml │ ├── kdsvd.yaml │ ├── nst.yaml │ ├── ofd.yaml │ ├── pkt.yaml │ ├── reviewkd.yaml │ ├── rkd.yaml │ ├── sp.yaml │ ├── vanilla.yaml │ └── vid.yaml └── imagenet │ ├── r34_r18 │ ├── at.yaml │ ├── crd.yaml │ ├── dkd.yaml │ ├── fam_kd.yaml │ ├── kd.yaml │ └── reviewkd.yaml │ └── r50_mv1 │ ├── at.yaml │ ├── crd.yaml │ ├── dkd.yaml │ ├── fam_review_kd.yaml │ ├── kd.yaml │ ├── ofd.yaml │ └── reviewkd.yaml ├── dataset ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-39.pyc │ ├── cifar100.cpython-310.pyc │ ├── cifar100.cpython-36.pyc │ ├── cifar100.cpython-39.pyc │ ├── imagenet.cpython-310.pyc │ ├── imagenet.cpython-36.pyc │ └── imagenet.cpython-39.pyc ├── cifar100.py └── imagenet.py ├── distillers ├── AT.py ├── CRD.py ├── DKD.py ├── FAM_KD.py ├── FitNet.py ├── KD.py ├── KDSVD.py ├── NST.py ├── OFD.py ├── PKT.py ├── RKD.py ├── ReviewKD.py ├── SP.py ├── VID.py ├── __init__.py ├── __pycache__ │ ├── AT.cpython-310.pyc │ ├── AT.cpython-36.pyc │ ├── AT.cpython-39.pyc │ ├── CRD.cpython-310.pyc │ ├── CRD.cpython-36.pyc │ ├── CRD.cpython-39.pyc │ ├── DKD.cpython-310.pyc │ ├── DKD.cpython-36.pyc │ ├── DKD.cpython-39.pyc │ ├── FAM_KD.cpython-310.pyc │ ├── FAM_KD.cpython-36.pyc │ ├── FAM_KD.cpython-39.pyc │ ├── FAM_KD_BUTTER_HPF.cpython-310.pyc │ ├── FAM_KD_BUTTER_HPF.cpython-36.pyc │ ├── FAM_KD_BUTTER_HPF.cpython-39.pyc │ ├── FAM_KD_FC.cpython-310.pyc │ ├── FAM_KD_FC.cpython-36.pyc │ ├── FAM_KD_FC.cpython-39.pyc │ ├── FAM_KD_GAUSSIAN.cpython-310.pyc │ ├── FAM_KD_GAUSSIAN.cpython-36.pyc │ ├── FAM_KD_GAUSSIAN.cpython-39.pyc │ ├── FAM_MASK.cpython-310.pyc │ ├── FAM_MASK.cpython-36.pyc │ ├── FAM_MASK.cpython-39.pyc │ ├── FitNet.cpython-310.pyc │ ├── FitNet.cpython-36.pyc │ ├── FitNet.cpython-39.pyc │ ├── KD.cpython-310.pyc │ ├── KD.cpython-36.pyc │ ├── KD.cpython-39.pyc │ ├── KDSVD.cpython-310.pyc │ ├── KDSVD.cpython-36.pyc │ ├── KDSVD.cpython-39.pyc │ ├── KD_LS_ADD_NEW_LOSS.cpython-310.pyc │ ├── KD_LS_ADD_NEW_LOSS.cpython-36.pyc │ ├── KD_LS_ADD_NEW_LOSS.cpython-39.pyc │ ├── KD_LS_WEIGHTED_HARNESS.cpython-310.pyc │ ├── KD_LS_WEIGHTED_HARNESS.cpython-36.pyc │ ├── KD_LS_WEIGHTED_HARNESS.cpython-39.pyc │ ├── KD_Self_regularization.cpython-310.pyc │ ├── KD_Self_regularization.cpython-36.pyc │ ├── KD_Self_regularization.cpython-39.pyc │ ├── KD_hardness.cpython-39.pyc │ ├── NST.cpython-310.pyc │ ├── NST.cpython-36.pyc │ ├── NST.cpython-39.pyc │ ├── OFD.cpython-310.pyc │ ├── OFD.cpython-36.pyc │ ├── OFD.cpython-39.pyc │ ├── PKT.cpython-310.pyc │ ├── PKT.cpython-36.pyc │ ├── PKT.cpython-39.pyc │ ├── RKD.cpython-310.pyc │ ├── RKD.cpython-36.pyc │ ├── RKD.cpython-39.pyc │ ├── ReviewKD.cpython-310.pyc │ ├── ReviewKD.cpython-36.pyc │ ├── ReviewKD.cpython-39.pyc │ ├── SP.cpython-310.pyc │ ├── SP.cpython-36.pyc │ ├── SP.cpython-39.pyc │ ├── VID.cpython-310.pyc │ ├── VID.cpython-36.pyc │ ├── VID.cpython-39.pyc │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-39.pyc │ ├── _base.cpython-310.pyc │ ├── _base.cpython-36.pyc │ ├── _base.cpython-39.pyc │ ├── _common.cpython-310.pyc │ ├── _common.cpython-36.pyc │ ├── _common.cpython-39.pyc │ ├── imagenet_fam_review_kd.cpython-310.pyc │ ├── imagenet_fam_review_kd.cpython-36.pyc │ ├── imagenet_fam_review_kd.cpython-39.pyc │ ├── imagenet_wo_review.cpython-310.pyc │ ├── imagenet_wo_review.cpython-36.pyc │ └── imagenet_wo_review.cpython-39.pyc ├── _base.py └── _common.py ├── engine ├── __init__.py ├── __pycache__ │ ├── SAM_PCGRad.cpython-39.pyc │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-39.pyc │ ├── cfg.cpython-310.pyc │ ├── cfg.cpython-36.pyc │ ├── cfg.cpython-39.pyc │ ├── scheduler.cpython-36.pyc │ ├── scheduler.cpython-39.pyc │ ├── trainer.cpython-310.pyc │ ├── trainer.cpython-36.pyc │ ├── trainer.cpython-39.pyc │ ├── trainer_mutual_hard.cpython-36.pyc │ ├── trainer_mutual_hard.cpython-39.pyc │ ├── trainer_pcgrad.cpython-39.pyc │ ├── trainer_pcgrad_sam.cpython-39.pyc │ ├── trainer_pcgrad_samv2.cpython-39.pyc │ ├── trainer_sam.cpython-36.pyc │ ├── trainer_sam.cpython-39.pyc │ ├── trainer_sam_instance.cpython-36.pyc │ ├── trainer_sam_instance.cpython-39.pyc │ ├── trainer_sam_scheduler.cpython-36.pyc │ ├── trainer_sam_scheduler.cpython-39.pyc │ ├── utils.cpython-310.pyc │ ├── utils.cpython-36.pyc │ └── utils.cpython-39.pyc ├── cfg.py ├── scheduler.py ├── trainer.py └── utils.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-39.pyc ├── cifar │ ├── ShuffleNetv1.py │ ├── ShuffleNetv2.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── ShuffleNetv1.cpython-310.pyc │ │ ├── ShuffleNetv1.cpython-36.pyc │ │ ├── ShuffleNetv1.cpython-39.pyc │ │ ├── ShuffleNetv2.cpython-310.pyc │ │ ├── ShuffleNetv2.cpython-36.pyc │ │ ├── ShuffleNetv2.cpython-39.pyc │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── mobilenetv2.cpython-310.pyc │ │ ├── mobilenetv2.cpython-36.pyc │ │ ├── mobilenetv2.cpython-39.pyc │ │ ├── resnet.cpython-310.pyc │ │ ├── resnet.cpython-36.pyc │ │ ├── resnet.cpython-39.pyc │ │ ├── resnetv2.cpython-310.pyc │ │ ├── resnetv2.cpython-36.pyc │ │ ├── resnetv2.cpython-39.pyc │ │ ├── vgg.cpython-310.pyc │ │ ├── vgg.cpython-36.pyc │ │ ├── vgg.cpython-39.pyc │ │ ├── wrn.cpython-310.pyc │ │ ├── wrn.cpython-36.pyc │ 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