(
dataset,
input_size,
batch_size,
is_training=False,
use_prefetcher=True,
no_aug=False,
re_prob=0.,
re_mode='const',
re_count=1,
re_split=False,
scale=None,
ratio=None,
hflip=0.5,
vflip=0.,
color_jitter=0.4,
auto_augment=None,
num_aug_splits=0,
interpolation='bilinear',
mean=IMAGENET_DEFAULT_MEAN,
std=IMAGENET_DEFAULT_STD,
num_workers=1,
distributed=False,
crop_pct=None,
collate_fn=None,
pin_memory=False,
fp16=False,
tf_preprocessing=False,
use_multi_epochs_loader=False,
persistent_workers=True,
)
| 126 | |
| 127 | |
| 128 | def create_loader( |
| 129 | dataset, |
| 130 | input_size, |
| 131 | batch_size, |
| 132 | is_training=False, |
| 133 | use_prefetcher=True, |
| 134 | no_aug=False, |
| 135 | re_prob=0., |
| 136 | re_mode='const', |
| 137 | re_count=1, |
| 138 | re_split=False, |
| 139 | scale=None, |
| 140 | ratio=None, |
| 141 | hflip=0.5, |
| 142 | vflip=0., |
| 143 | color_jitter=0.4, |
| 144 | auto_augment=None, |
| 145 | num_aug_splits=0, |
| 146 | interpolation='bilinear', |
| 147 | mean=IMAGENET_DEFAULT_MEAN, |
| 148 | std=IMAGENET_DEFAULT_STD, |
| 149 | num_workers=1, |
| 150 | distributed=False, |
| 151 | crop_pct=None, |
| 152 | collate_fn=None, |
| 153 | pin_memory=False, |
| 154 | fp16=False, |
| 155 | tf_preprocessing=False, |
| 156 | use_multi_epochs_loader=False, |
| 157 | persistent_workers=True, |
| 158 | ): |
| 159 | re_num_splits = 0 |
| 160 | if re_split: |
| 161 | # apply RE to second half of batch if no aug split otherwise line up with aug split |
| 162 | re_num_splits = num_aug_splits or 2 |
| 163 | dataset.transform = create_transform( |
| 164 | input_size, |
| 165 | is_training=is_training, |
| 166 | use_prefetcher=use_prefetcher, |
| 167 | no_aug=no_aug, |
| 168 | scale=scale, |
| 169 | ratio=ratio, |
| 170 | hflip=hflip, |
| 171 | vflip=vflip, |
| 172 | color_jitter=color_jitter, |
| 173 | auto_augment=auto_augment, |
| 174 | interpolation=interpolation, |
| 175 | mean=mean, |
| 176 | std=std, |
| 177 | crop_pct=crop_pct, |
| 178 | tf_preprocessing=tf_preprocessing, |
| 179 | re_prob=re_prob, |
| 180 | re_mode=re_mode, |
| 181 | re_count=re_count, |
| 182 | re_num_splits=re_num_splits, |
| 183 | separate=num_aug_splits > 0, |
| 184 | ) |
| 185 |
nothing calls this directly
no test coverage detected