9d520efc029246d63963e0d2f7ff42cf58f6a7c2,models/resnet.py,ResNet,__init__,#ResNet#,99

Before Change

        last_duration = int(
            math.ceil(sample_duration / 2**n_temporal_downsampling))
        last_size = int(math.ceil(sample_size / 2**n_spatial_downsampling))
        self.avgpool = nn.AvgPool3d((last_duration, last_size, last_size),
                                    stride=1)
        self.fc = nn.Linear(block_inplanes[3] * block.expansion, n_classes)

After Change

        self.layer4 = self._make_layer(
            block, block_inplanes[3], layers[3], shortcut_type, stride=2)

        self.avgpool = nn.AdaptiveAvgPool3d((1, 1, 1))
        self.fc = nn.Linear(block_inplanes[3] * block.expansion, n_classes)

        for m in self.modules():

Instances