diff --git a/vitookit/evaluation/eval_cls_ffcv.py b/vitookit/evaluation/eval_cls_ffcv.py index 70a79f0645280dda6fffc0507d2f83c60317ed7b..91d3e323095f377d5b53dfdcadac4509288e980d 100644 --- a/vitookit/evaluation/eval_cls_ffcv.py +++ b/vitookit/evaluation/eval_cls_ffcv.py @@ -30,20 +30,18 @@ from vitookit.datasets.transform import ValPipeline, three_augmentation from vitookit.utils.helper import * from vitookit.utils import misc from vitookit.models.build_model import build_model -from vitookit.datasets import build_dataset import wandb from pathlib import Path from typing import Iterable, Optional from torch.nn import functional as F -from timm.models import create_model + from timm.loss import LabelSmoothingCrossEntropy, SoftTargetCrossEntropy from timm.scheduler import create_scheduler from timm.optim import create_optimizer from timm.utils import NativeScaler, get_state_dict, ModelEma, accuracy -from timm.data import Mixup, create_transform -from timm.data.constants import IMAGENET_DEFAULT_MEAN, IMAGENET_DEFAULT_STD +from timm.data import Mixup from timm.layers import trunc_normal_ from ffcv import Loader diff --git a/vitookit/evaluation/eval_linear_ffcv.py b/vitookit/evaluation/eval_linear_ffcv.py index 143b6a8f7fa58120aa56fad70d9265dbdeb781bf..e5bcb20e47179877aba8b86e8d183885a708cda2 100644 --- a/vitookit/evaluation/eval_linear_ffcv.py +++ b/vitookit/evaluation/eval_linear_ffcv.py @@ -19,7 +19,7 @@ import os import time from pathlib import Path -import torch + import torch.backends.cudnn as cudnn import wandb from vitookit.models.build_model import build_model @@ -126,7 +126,7 @@ def main(args): print('job dir: {}'.format(os.path.dirname(os.path.realpath(__file__)))) print("{}".format(args).replace(', ', ',\n')) - + import torch device = torch.device(args.device) # fix the seed for reproducibility