(self,
drop_prob=0.1,
block_size=7,
gamma_scale=1.0,
with_noise=False,
inplace=False,
batchwise=False,
fast=True)
| 110 | """ DropBlock. See https://arxiv.org/pdf/1810.12890.pdf |
| 111 | """ |
| 112 | def __init__(self, |
| 113 | drop_prob=0.1, |
| 114 | block_size=7, |
| 115 | gamma_scale=1.0, |
| 116 | with_noise=False, |
| 117 | inplace=False, |
| 118 | batchwise=False, |
| 119 | fast=True): |
| 120 | super(DropBlock2d, self).__init__() |
| 121 | self.drop_prob = drop_prob |
| 122 | self.gamma_scale = gamma_scale |
| 123 | self.block_size = block_size |
| 124 | self.with_noise = with_noise |
| 125 | self.inplace = inplace |
| 126 | self.batchwise = batchwise |
| 127 | self.fast = fast # FIXME finish comparisons of fast vs not |
| 128 | |
| 129 | def forward(self, x): |
| 130 | if not self.training or not self.drop_prob: |