feature_extractor feature_extractor.resnet_model feature_extractor.resnet_model.conv1 feature_extractor.resnet_model.bn1 feature_extractor.resnet_model.relu feature_extractor.resnet_model.maxpool feature_extractor.resnet_model.layer1 feature_extractor.resnet_model.layer1.0 feature_extractor.resnet_model.layer1.0.conv1 feature_extractor.resnet_model.layer1.0.bn1 feature_extractor.resnet_model.layer1.0.relu feature_extractor.resnet_model.layer1.0.conv2 feature_extractor.resnet_model.layer1.0.bn2 feature_extractor.resnet_model.layer1.1 feature_extractor.resnet_model.layer1.1.conv1 feature_extractor.resnet_model.layer1.1.bn1 feature_extractor.resnet_model.layer1.1.relu feature_extractor.resnet_model.layer1.1.conv2 feature_extractor.resnet_model.layer1.1.bn2 feature_extractor.resnet_model.layer2 feature_extractor.resnet_model.layer2.0 feature_extractor.resnet_model.layer2.0.conv1 feature_extractor.resnet_model.layer2.0.bn1 feature_extractor.resnet_model.layer2.0.relu feature_extractor.resnet_model.layer2.0.conv2 feature_extractor.resnet_model.layer2.0.bn2 feature_extractor.resnet_model.layer2.0.downsample feature_extractor.resnet_model.layer2.0.downsample.0 feature_extractor.resnet_model.layer2.0.downsample.1 feature_extractor.resnet_model.layer2.1 feature_extractor.resnet_model.layer2.1.conv1 feature_extractor.resnet_model.layer2.1.bn1 feature_extractor.resnet_model.layer2.1.relu feature_extractor.resnet_model.layer2.1.conv2 feature_extractor.resnet_model.layer2.1.bn2 feature_extractor.resnet_model.layer3 feature_extractor.resnet_model.layer3.0 feature_extractor.resnet_model.layer3.0.conv1 feature_extractor.resnet_model.layer3.0.bn1 feature_extractor.resnet_model.layer3.0.relu feature_extractor.resnet_model.layer3.0.conv2 feature_extractor.resnet_model.layer3.0.bn2 feature_extractor.resnet_model.layer3.0.downsample feature_extractor.resnet_model.layer3.0.downsample.0 feature_extractor.resnet_model.layer3.0.downsample.1 feature_extractor.resnet_model.layer3.1 feature_extractor.resnet_model.layer3.1.conv1 feature_extractor.resnet_model.layer3.1.bn1 feature_extractor.resnet_model.layer3.1.relu feature_extractor.resnet_model.layer3.1.conv2 feature_extractor.resnet_model.layer3.1.bn2 feature_extractor.resnet_model.layer4 feature_extractor.resnet_model.layer4.0 feature_extractor.resnet_model.layer4.0.conv1 feature_extractor.resnet_model.layer4.0.bn1 feature_extractor.resnet_model.layer4.0.relu feature_extractor.resnet_model.layer4.0.conv2 feature_extractor.resnet_model.layer4.0.bn2 feature_extractor.resnet_model.layer4.0.downsample feature_extractor.resnet_model.layer4.0.downsample.0 feature_extractor.resnet_model.layer4.0.downsample.1 feature_extractor.resnet_model.layer4.1 feature_extractor.resnet_model.layer4.1.conv1 feature_extractor.resnet_model.layer4.1.bn1 feature_extractor.resnet_model.layer4.1.relu feature_extractor.resnet_model.layer4.1.conv2 feature_extractor.resnet_model.layer4.1.bn2 feature_extractor.resnet_model.avgpool feature_extractor.resnet_model.fc feature_extractor.stages feature_extractor.stages.0 feature_extractor.stages.0.0 feature_extractor.stages.0.1 feature_extractor.stages.0.2 feature_extractor.stages.0.3 feature_extractor.stages.1 feature_extractor.stages.1.0 feature_extractor.stages.1.0.conv1 feature_extractor.stages.1.0.bn1 feature_extractor.stages.1.0.relu feature_extractor.stages.1.0.conv2 feature_extractor.stages.1.0.bn2 feature_extractor.stages.1.1 feature_extractor.stages.1.1.conv1 feature_extractor.stages.1.1.bn1 feature_extractor.stages.1.1.relu feature_extractor.stages.1.1.conv2 feature_extractor.stages.1.1.bn2 feature_extractor.stages.2 feature_extractor.stages.2.0 feature_extractor.stages.2.0.conv1 feature_extractor.stages.2.0.bn1 feature_extractor.stages.2.0.relu feature_extractor.stages.2.0.conv2 feature_extractor.stages.2.0.bn2 feature_extractor.stages.2.0.downsample feature_extractor.stages.2.0.downsample.0 feature_extractor.stages.2.0.downsample.1 feature_extractor.stages.2.1 feature_extractor.stages.2.1.conv1 feature_extractor.stages.2.1.bn1 feature_extractor.stages.2.1.relu feature_extractor.stages.2.1.conv2 feature_extractor.stages.2.1.bn2 feature_extractor.stages.3 feature_extractor.stages.3.0 feature_extractor.stages.3.0.conv1 feature_extractor.stages.3.0.bn1 feature_extractor.stages.3.0.relu feature_extractor.stages.3.0.conv2 feature_extractor.stages.3.0.bn2 feature_extractor.stages.3.0.downsample feature_extractor.stages.3.0.downsample.0 feature_extractor.stages.3.0.downsample.1 feature_extractor.stages.3.1 feature_extractor.stages.3.1.conv1 feature_extractor.stages.3.1.bn1 feature_extractor.stages.3.1.relu feature_extractor.stages.3.1.conv2 feature_extractor.stages.3.1.bn2 feature_extractor.stages.4 feature_extractor.stages.4.0 feature_extractor.stages.4.0.conv1 feature_extractor.stages.4.0.bn1 feature_extractor.stages.4.0.relu feature_extractor.stages.4.0.conv2 feature_extractor.stages.4.0.bn2 feature_extractor.stages.4.0.downsample feature_extractor.stages.4.0.downsample.0 feature_extractor.stages.4.0.downsample.1 feature_extractor.stages.4.1 feature_extractor.stages.4.1.conv1 feature_extractor.stages.4.1.bn1 feature_extractor.stages.4.1.relu feature_extractor.stages.4.1.conv2 feature_extractor.stages.4.1.bn2 feature_extractor.f11 feature_extractor.f11.0 feature_extractor.f11.1 feature_extractor.f11.2 feature_extractor.f12 feature_extractor.f12.0 feature_extractor.f12.1 feature_extractor.f12.2 feature_extractor.f22 feature_extractor.f22.0 feature_extractor.f22.1 feature_extractor.f22.2 feature_extractor.f13 feature_extractor.f13.0 feature_extractor.f13.1 feature_extractor.f13.2 feature_extractor.f23 feature_extractor.f23.0 feature_extractor.f23.1 feature_extractor.f23.2 feature_extractor.f33 feature_extractor.f33.0 feature_extractor.f33.1 feature_extractor.f33.2 feature_extractor.f14 feature_extractor.f14.0 feature_extractor.f14.1 feature_extractor.f14.2 feature_extractor.f24 feature_extractor.f24.0 feature_extractor.f24.1 feature_extractor.f24.2 feature_extractor.f34 feature_extractor.f34.0 feature_extractor.f34.1 feature_extractor.f34.2 feature_extractor.f44 feature_extractor.f44.0 feature_extractor.f44.1 feature_extractor.f44.2 feature_extractor.bottlenecks feature_extractor.bottlenecks.0 feature_extractor.bottlenecks.0.0 feature_extractor.bottlenecks.0.1 feature_extractor.bottlenecks.0.2 feature_extractor.bottlenecks.1 feature_extractor.bottlenecks.1.0 feature_extractor.bottlenecks.1.1 feature_extractor.bottlenecks.1.2 feature_extractor.bottlenecks.2 feature_extractor.bottlenecks.2.0 feature_extractor.bottlenecks.2.1 feature_extractor.bottlenecks.2.2 feature_extractor.bottlenecks.3 feature_extractor.bottlenecks.3.0 feature_extractor.bottlenecks.3.1 feature_extractor.bottlenecks.3.2 feature_extractor.bottlenecks.4 feature_extractor.bottlenecks.4.0 feature_extractor.bottlenecks.4.1 feature_extractor.bottlenecks.4.2 feature_extractor.bottlenecks.5 feature_extractor.bottlenecks.5.0 feature_extractor.bottlenecks.5.1 feature_extractor.bottlenecks.5.2 feature_extractor.bottlenecks.6 feature_extractor.bottlenecks.6.0 feature_extractor.bottlenecks.6.1 feature_extractor.bottlenecks.6.2 feature_extractor.bottlenecks.7 feature_extractor.bottlenecks.7.0 feature_extractor.bottlenecks.7.1 feature_extractor.bottlenecks.7.2 feature_extractor.bottlenecks.8 feature_extractor.bottlenecks.8.0 feature_extractor.bottlenecks.8.1 feature_extractor.bottlenecks.8.2 feature_extractor.bottlenecks.9 feature_extractor.bottlenecks.9.0 feature_extractor.bottlenecks.9.1 feature_extractor.bottlenecks.9.2 feature_extractor.gap mlp mlp.fc1 mlp.fc2 mlp.fc3 mlp.dropout softmax