Closed RangeLiu closed 2 years ago
你好，我在加载预训练模型时报加载错误，请问预训练模型的网络和share的有区别吗？谢谢！ 预训练模型：pretrained_model_sceneflow.ckpt
untimeError: Error(s) in loading state_dict for ACVNet: Missing key(s) in state_dict: "feature_extraction.firstconv.0.0.weight", "feature_extraction.firstconv.0.1.weight", "feature_extraction.firstconv.0.1.bias", "feature_extraction.firstconv.0.1.running_mean", "feature_extraction.firstconv.0.1.running_var", "feature_extraction.firstconv.2.0.weight", "feature_extraction.firstconv.2.1.weight", "feature_extraction.firstconv.2.1.bias", "feature_extraction.firstconv.2.1.running_mean", "feature_extraction.firstconv.2.1.running_var", "feature_extraction.firstconv.4.0.weight", "feature_extraction.firstconv.4.1.weight", "feature_extraction.firstconv.4.1.bias", "feature_extraction.firstconv.4.1.running_mean", "feature_extraction.firstconv.4.1.running_var", "feature_extraction.layer1.0.conv1.0.0.weight", "feature_extraction.layer1.0.conv1.0.1.weight", "feature_extraction.layer1.0.conv1.0.1.bias", "feature_extraction.layer1.0.conv1.0.1.running_mean", "feature_extraction.layer1.0.conv1.0.1.running_var", "feature_extraction.layer1.0.conv2.0.weight", "feature_extraction.layer1.0.conv2.1.weight", "feature_extraction.layer1.0.conv2.1.bias", "feature_extraction.layer1.0.conv2.1.running_mean", "feature_extraction.layer1.0.conv2.1.running_var", "feature_extraction.layer1.1.conv1.0.0.weight", "feature_extraction.layer1.1.conv1.0.1.weight", "feature_extraction.layer1.1.conv1.0.1.bias", "feature_extraction.layer1.1.conv1.0.1.running_mean", "feature_extraction.layer1.1.conv1.0.1.running_var", "feature_extraction.layer1.1.conv2.0.weight", "feature_extraction.layer1.1.conv2.1.weight", "feature_extraction.layer1.1.conv2.1.bias", "feature_extraction.layer1.1.conv2.1.running_mean", "feature_extraction.layer1.1.conv2.1.running_var", "feature_extraction.layer1.2.conv1.0.0.weight", "feature_extraction.layer1.2.conv1.0.1.weight", "feature_extraction.layer1.2.conv1.0.1.bias", "feature_extraction.layer1.2.conv1.0.1.running_mean", "feature_extraction.layer1.2.conv1.0.1.running_var", "feature_extraction.layer1.2.conv2.0.weight", "feature_extraction.layer1.2.conv2.1.weight", "feature_extraction.layer1.2.conv2.1.bias", "feature_extraction.layer1.2.conv2.1.running_mean", "feature_extraction.layer1.2.conv2.1.running_var", "feature_extraction.layer2.0.conv1.0.0.weight", "feature_extraction.layer2.0.conv1.0.1.weight", "feature_extraction.layer2.0.conv1.0.1.bias", "feature_extraction.layer2.0.conv1.0.1.running_mean", "feature_extraction.layer2.0.conv1.0.1.running_var", "feature_extraction.layer2.0.conv2.0.weight", "feature_extraction.layer2.0.conv2.1.weight", "feature_extraction.layer2.0.conv2.1.bias", "feature_extraction.layer2.0.conv2.1.running_mean", "feature_extraction.layer2.0.conv2.1.running_var", "feature_extraction.layer2.0.downsample.0.weight", "feature_extraction.layer2.0.downsample.1.weight", "feature_extraction.layer2.0.downsample.1.bias", "feature_extraction.layer2.0.downsample.1.running_mean", "feature_extraction.layer2.0.downsample.1.running_var", "feature_extraction.layer2.1.conv1.0.0.weight", "feature_extraction.layer2.1.conv1.0.1.weight", "feature_extraction.layer2.1.conv1.0.1.bias", "feature_extraction.layer2.1.conv1.0.1.running_mean", "feature_extraction.layer2.1.conv1.0.1.running_var", "feature_extraction.layer2.1.conv2.0.weight", "feature_extraction.layer2.1.conv2.1.weight", "feature_extraction.layer2.1.conv2.1.bias", "feature_extraction.layer2.1.conv2.1.running_mean", "feature_extraction.layer2.1.conv2.1.running_var", "feature_extraction.layer2.2.conv1.0.0.weight", "feature_extraction.layer2.2.conv1.0.1.weight", "feature_extraction.layer2.2.conv1.0.1.bias", "feature_extraction.layer2.2.conv1.0.1.running_mean", "feature_extraction.layer2.2.conv1.0.1.running_var", "feature_extraction.layer2.2.conv2.0.weight", "feature_extraction.layer2.2.conv2.1.weight", "feature_extraction.layer2.2.conv2.1.bias", "feature_extraction.layer2.2.conv2.1.running_mean", "feature_extraction.layer2.2.conv2.1.running_var", "feature_extraction.layer2.3.conv1.0.0.weight", "feature_extraction.layer2.3.conv1.0.1.weight", "feature_extraction.layer2.3.conv1.0.1.bias", "feature_extraction.layer2.3.conv1.0.1.running_mean", "feature_extraction.layer2.3.conv1.0.1.running_var", "feature_extraction.layer2.3.conv2.0.weight", "feature_extraction.layer2.3.conv2.1.weight", "feature_extraction.layer2.3.conv2.1.bias", "feature_extraction.layer2.3.conv2.1.running_mean", "feature_extraction.layer2.3.conv2.1.running_var", "feature_extraction.layer2.4.conv1.0.0.weight", "feature_extraction.layer2.4.conv1.0.1.weight", "feature_extraction.layer2.4.conv1.0.1.bias", "feature_extraction.layer2.4.conv1.0.1.running_mean", "feature_extraction.layer2.4.conv1.0.1.running_var", "feature_extraction.layer2.4.conv2.0.weight", "feature_extraction.layer2.4.conv2.1.weight", "feature_extraction.layer2.4.conv2.1.bias", "feature_extraction.layer2.4.conv2.1.running_mean", "feature_extraction.layer2.4.conv2.1.running_var", "feature_extraction.layer2.5.conv1.0.0.weight", "feature_extraction.layer2.5.conv1.0.1.weight", "feature_extraction.layer2.5.conv1.0.1.bias", "feature_extraction.layer2.5.conv1.0.1.running_mean", "feature_extraction.layer2.5.conv1.0.1.running_var", "feature_extraction.layer2.5.conv2.0.weight", "feature_extraction.layer2.5.conv2.1.weight", "feature_extraction.layer2.5.conv2.1.bias", "feature_extraction.layer2.5.conv2.1.running_mean", "feature_extraction.layer2.5.conv2.1.running_var", "feature_extraction.layer2.6.conv1.0.0.weight", "feature_extraction.layer2.6.conv1.0.1.weight", "feature_extraction.layer2.6.conv1.0.1.bias", "feature_extraction.layer2.6.conv1.0.1.running_mean", "feature_extraction.layer2.6.conv1.0.1.running_var", "feature_extraction.layer2.6.conv2.0.weight", "feature_extraction.layer2.6.conv2.1.weight", "feature_extraction.layer2.6.conv2.1.bias", "feature_extraction.layer2.6.conv2.1.running_mean", "feature_extraction.layer2.6.conv2.1.running_var", "feature_extraction.layer2.7.conv1.0.0.weight", "feature_extraction.layer2.7.conv1.0.1.weight", "feature_extraction.layer2.7.conv1.0.1.bias", "feature_extraction.layer2.7.conv1.0.1.running_mean", "feature_extraction.layer2.7.conv1.0.1.running_var", "feature_extraction.layer2.7.conv2.0.weight", "feature_extraction.layer2.7.conv2.1.weight", "feature_extraction.layer2.7.conv2.1.bias", "feature_extraction.layer2.7.conv2.1.running_mean", "feature_extraction.layer2.7.conv2.1.running_var", "feature_extraction.layer2.8.conv1.0.0.weight", "feature_extraction.layer2.8.conv1.0.1.weight", "feature_extraction.layer2.8.conv1.0.1.bias", "feature_extraction.layer2.8.conv1.0.1.running_mean", "feature_extraction.layer2.8.conv1.0.1.running_var", "feature_extraction.layer2.8.conv2.0.weight", "feature_extraction.layer2.8.conv2.1.weight", "feature_extraction.layer2.8.conv2.1.bias", "feature_extraction.layer2.8.conv2.1.running_mean", "feature_extraction.layer2.8.conv2.1.running_var", "feature_extraction.layer2.9.conv1.0.0.weight", "feature_extraction.layer2.9.conv1.0.1.weight", "feature_extraction.layer2.9.conv1.0.1.bias", "feature_extraction.layer2.9.conv1.0.1.running_mean", "feature_extraction.layer2.9.conv1.0.1.running_var", "feature_extraction.layer2.9.conv2.0.weight", "feature_extraction.layer2.9.conv2.1.weight", "feature_extraction.layer2.9.conv2.1.bias", "feature_extraction.layer2.9.conv2.1.running_mean", "feature_extraction.layer2.9.conv2.1.running_var", "feature_extraction.layer2.10.conv1.0.0.weight", "feature_extraction.layer2.10.conv1.0.1.weight", "feature_extraction.layer2.10.conv1.0.1.bias", "feature_extraction.layer2.10.conv1.0.1.running_mean", "feature_extraction.layer2.10.conv1.0.1.running_var", "feature_extraction.layer2.10.conv2.0.weight", "feature_extraction.layer2.10.conv2.1.weight", "feature_extraction.layer2.10.conv2.1.bias", "feature_extraction.layer2.10.conv2.1.running_mean", "feature_extraction.layer2.10.conv2.1.running_var", "feature_extraction.layer2.11.conv1.0.0.weight", "feature_extraction.layer2.11.conv1.0.1.weight", "feature_extraction.layer2.11.conv1.0.1.bias", "feature_extraction.layer2.11.conv1.0.1.running_mean", "feature_extraction.layer2.11.conv1.0.1.running_var", "feature_extraction.layer2.11.conv2.0.weight", "feature_extraction.layer2.11.conv2.1.weight", "feature_extraction.layer2.11.conv2.1.bias", "feature_extraction.layer2.11.conv2.1.running_mean", "feature_extraction.layer2.11.conv2.1.running_var", "feature_extraction.layer2.12.conv1.0.0.weight", "feature_extraction.layer2.12.conv1.0.1.weight", "feature_extraction.layer2.12.conv1.0.1.bias", "feature_extraction.layer2.12.conv1.0.1.running_mean", "feature_extraction.layer2.12.conv1.0.1.running_var", "feature_extraction.layer2.12.conv2.0.weight", "feature_extraction.layer2.12.conv2.1.weight", "feature_extraction.layer2.12.conv2.1.bias", "feature_extraction.layer2.12.conv2.1.running_mean", "feature_extraction.layer2.12.conv2.1.running_var", "feature_extraction.layer2.13.conv1.0.0.weight", "feature_extraction.layer2.13.conv1.0.1.weight", "feature_extraction.layer2.13.conv1.0.1.bias", "feature_extraction.layer2.13.conv1.0.1.running_mean", "feature_extraction.layer2.13.conv1.0.1.running_var", "feature_extraction.layer2.13.conv2.0.weight", "feature_extraction.layer2.13.conv2.1.weight", "feature_extraction.layer2.13.conv2.1.bias", "feature_extraction.layer2.13.conv2.1.running_mean", "feature_extraction.layer2.13.conv2.1.running_var", "feature_extraction.layer2.14.conv1.0.0.weight", "feature_extraction.layer2.14.conv1.0.1.weight", "feature_extraction.layer2.14.conv1.0.1.bias", "feature_extraction.layer2.14.conv1.0.1.running_mean", "feature_extraction.layer2.14.conv1.0.1.running_var", "feature_extraction.layer2.14.conv2.0.weight", "feature_extraction.layer2.14.conv2.1.weight", "feature_extraction.layer2.14.conv2.1.bias", "feature_extraction.layer2.14.conv2.1.running_mean", "feature_extraction.layer2.14.conv2.1.running_var", "feature_extraction.layer2.15.conv1.0.0.weight", "feature_extraction.layer2.15.conv1.0.1.weight", "feature_extraction.layer2.15.conv1.0.1.bias", "feature_extraction.layer2.15.conv1.0.1.running_mean", "feature_extraction.layer2.15.conv1.0.1.running_var", "feature_extraction.layer2.15.conv2.0.weight", "feature_extraction.layer2.15.conv2.1.weight", "feature_extraction.layer2.15.conv2.1.bias", "feature_extraction.layer2.15.conv2.1.running_mean", "feature_extraction.layer2.15.conv2.1.running_var", "feature_extraction.layer3.0.conv1.0.0.weight", "feature_extraction.layer3.0.conv1.0.1.weight", "feature_extraction.layer3.0.conv1.0.1.bias", "feature_extraction.layer3.0.conv1.0.1.running_mean", "feature_extraction.layer3.0.conv1.0.1.running_var", "feature_extraction.layer3.0.conv2.0.weight", "feature_extraction.layer3.0.conv2.1.weight", "feature_extraction.layer3.0.conv2.1.bias", "feature_extraction.layer3.0.conv2.1.running_mean", "feature_extraction.layer3.0.conv2.1.running_var", "feature_extraction.layer3.0.downsample.0.weight", "feature_extraction.layer3.0.downsample.1.weight", "feature_extraction.layer3.0.downsample.1.bias", "feature_extraction.layer3.0.downsample.1.running_mean", "feature_extraction.layer3.0.downsample.1.running_var", "feature_extraction.layer3.1.conv1.0.0.weight", "feature_extraction.layer3.1.conv1.0.1.weight", "feature_extraction.layer3.1.conv1.0.1.bias", "feature_extraction.layer3.1.conv1.0.1.running_mean", "feature_extraction.layer3.1.conv1.0.1.running_var", "feature_extraction.layer3.1.conv2.0.weight", "feature_extraction.layer3.1.conv2.1.weight", "feature_extraction.layer3.1.conv2.1.bias", "feature_extraction.layer3.1.conv2.1.running_mean", "feature_extraction.layer3.1.conv2.1.running_var", "feature_extraction.layer3.2.conv1.0.0.weight", "feature_extraction.layer3.2.conv1.0.1.weight", "feature_extraction.layer3.2.conv1.0.1.bias", "feature_extraction.layer3.2.conv1.0.1.running_mean", "feature_extraction.layer3.2.conv1.0.1.running_var", "feature_extraction.layer3.2.conv2.0.weight", "feature_extraction.layer3.2.conv2.1.weight", "feature_extraction.layer3.2.conv2.1.bias", "feature_extraction.layer3.2.conv2.1.running_mean", "feature_extraction.layer3.2.conv2.1.running_var", "feature_extraction.layer4.0.conv1.0.0.weight", "feature_extraction.layer4.0.conv1.0.1.weight", "feature_extraction.layer4.0.conv1.0.1.bias", "feature_extraction.layer4.0.conv1.0.1.running_mean", "feature_extraction.layer4.0.conv1.0.1.running_var", "feature_extraction.layer4.0.conv2.0.weight", "feature_extraction.layer4.0.conv2.1.weight", "feature_extraction.layer4.0.conv2.1.bias", "feature_extraction.layer4.0.conv2.1.running_mean", "feature_extraction.layer4.0.conv2.1.running_var", "feature_extraction.layer4.1.conv1.0.0.weight", "feature_extraction.layer4.1.conv1.0.1.weight", "feature_extraction.layer4.1.conv1.0.1.bias", "feature_extraction.layer4.1.conv1.0.1.running_mean", "feature_extraction.layer4.1.conv1.0.1.running_var", "feature_extraction.layer4.1.conv2.0.weight", "feature_extraction.layer4.1.conv2.1.weight", "feature_extraction.layer4.1.conv2.1.bias", "feature_extraction.layer4.1.conv2.1.running_mean", "feature_extraction.layer4.1.conv2.1.running_var", "feature_extraction.layer4.2.conv1.0.0.weight", "feature_extraction.layer4.2.conv1.0.1.weight", "feature_extraction.layer4.2.conv1.0.1.bias", "feature_extraction.layer4.2.conv1.0.1.running_mean", "feature_extraction.layer4.2.conv1.0.1.running_var", "feature_extraction.layer4.2.conv2.0.weight", "feature_extraction.layer4.2.conv2.1.weight", "feature_extraction.layer4.2.conv2.1.bias", "feature_extraction.layer4.2.conv2.1.running_mean", "feature_extraction.layer4.2.conv2.1.running_var", "concatconv.0.0.weight", "concatconv.0.1.weight", "concatconv.0.1.bias", "concatconv.0.1.running_mean", "concatconv.0.1.running_var", "concatconv.2.weight", "patch.weight", "patch_l1.weight", "patch_l2.weight", "patch_l3.weight", "dres1_att.0.0.weight", "dres1_att.0.1.weight", "dres1_att.0.1.bias", "dres1_att.0.1.running_mean", "dres1_att.0.1.running_var", "dres1_att.2.0.weight", "dres1_att.2.1.weight", "dres1_att.2.1.bias", "dres1_att.2.1.running_mean", "dres1_att.2.1.running_var", "dres2_att.conv1.0.0.weight", "dres2_att.conv1.0.1.weight", "dres2_att.conv1.0.1.bias", "dres2_att.conv1.0.1.running_mean", "dres2_att.conv1.0.1.running_var", "dres2_att.conv2.0.0.weight", "dres2_att.conv2.0.1.weight", "dres2_att.conv2.0.1.bias", "dres2_att.conv2.0.1.running_mean", "dres2_att.conv2.0.1.running_var", "dres2_att.conv3.0.0.weight", "dres2_att.conv3.0.1.weight", "dres2_att.conv3.0.1.bias", "dres2_att.conv3.0.1.running_mean", "dres2_att.conv3.0.1.running_var", "dres2_att.conv4.0.0.weight", "dres2_att.conv4.0.1.weight", "dres2_att.conv4.0.1.bias", "dres2_att.conv4.0.1.running_mean", "dres2_att.conv4.0.1.running_var", "dres2_att.attention_block.qkv_3d.weight", "dres2_att.attention_block.qkv_3d.bias", "dres2_att.attention_block.final1x1.weight", "dres2_att.attention_block.final1x1.bias", "dres2_att.conv5.0.weight", "dres2_att.conv5.1.weight", "dres2_att.conv5.1.bias", "dres2_att.conv5.1.running_mean", "dres2_att.conv5.1.running_var", "dres2_att.conv6.0.weight", "dres2_att.conv6.1.weight", "dres2_att.conv6.1.bias", "dres2_att.conv6.1.running_mean", "dres2_att.conv6.1.running_var", "dres2_att.redir1.0.weight", "dres2_att.redir1.1.weight", "dres2_att.redir1.1.bias", "dres2_att.redir1.1.running_mean", "dres2_att.redir1.1.running_var", "dres2_att.redir2.0.weight", "dres2_att.redir2.1.weight", "dres2_att.redir2.1.bias", "dres2_att.redir2.1.running_mean", "dres2_att.redir2.1.running_var", "classif_att.0.0.weight", "classif_att.0.1.weight", "classif_att.0.1.bias", "classif_att.0.1.running_mean", "classif_att.0.1.running_var", "classif_att.2.weight", "dres0.0.0.weight", "dres0.0.1.weight", "dres0.0.1.bias", "dres0.0.1.running_mean", "dres0.0.1.running_var", "dres0.2.0.weight", "dres0.2.1.weight", "dres0.2.1.bias", "dres0.2.1.running_mean", "dres0.2.1.running_var", "dres1.0.0.weight", "dres1.0.1.weight", "dres1.0.1.bias", "dres1.0.1.running_mean", "dres1.0.1.running_var", "dres1.2.0.weight", "dres1.2.1.weight", "dres1.2.1.bias", "dres1.2.1.running_mean", "dres1.2.1.running_var", "dres2.conv1.0.0.weight", "dres2.conv1.0.1.weight", "dres2.conv1.0.1.bias", "dres2.conv1.0.1.running_mean", "dres2.conv1.0.1.running_var", "dres2.conv2.0.0.weight", "dres2.conv2.0.1.weight", "dres2.conv2.0.1.bias", "dres2.conv2.0.1.running_mean", "dres2.conv2.0.1.running_var", "dres2.conv3.0.0.weight", "dres2.conv3.0.1.weight", "dres2.conv3.0.1.bias", "dres2.conv3.0.1.running_mean", "dres2.conv3.0.1.running_var", "dres2.conv4.0.0.weight", "dres2.conv4.0.1.weight", "dres2.conv4.0.1.bias", "dres2.conv4.0.1.running_mean", "dres2.conv4.0.1.running_var", "dres2.attention_block.qkv_3d.weight", "dres2.attention_block.qkv_3d.bias", "dres2.attention_block.final1x1.weight", "dres2.attention_block.final1x1.bias", "dres2.conv5.0.weight", "dres2.conv5.1.weight", "dres2.conv5.1.bias", "dres2.conv5.1.running_mean", "dres2.conv5.1.running_var", "dres2.conv6.0.weight", "dres2.conv6.1.weight", "dres2.conv6.1.bias", "dres2.conv6.1.running_mean", "dres2.conv6.1.running_var", "dres2.redir1.0.weight", "dres2.redir1.1.weight", "dres2.redir1.1.bias", "dres2.redir1.1.running_mean", "dres2.redir1.1.running_var", "dres2.redir2.0.weight", "dres2.redir2.1.weight", "dres2.redir2.1.bias", "dres2.redir2.1.running_mean", "dres2.redir2.1.running_var", "dres3.conv1.0.0.weight", "dres3.conv1.0.1.weight", "dres3.conv1.0.1.bias", "dres3.conv1.0.1.running_mean", "dres3.conv1.0.1.running_var", "dres3.conv2.0.0.weight", "dres3.conv2.0.1.weight", "dres3.conv2.0.1.bias", "dres3.conv2.0.1.running_mean", "dres3.conv2.0.1.running_var", "dres3.conv3.0.0.weight", "dres3.conv3.0.1.weight", "dres3.conv3.0.1.bias", "dres3.conv3.0.1.running_mean", "dres3.conv3.0.1.running_var", "dres3.conv4.0.0.weight", "dres3.conv4.0.1.weight", "dres3.conv4.0.1.bias", "dres3.conv4.0.1.running_mean", "dres3.conv4.0.1.running_var", "dres3.attention_block.qkv_3d.weight", "dres3.attention_block.qkv_3d.bias", "dres3.attention_block.final1x1.weight", "dres3.attention_block.final1x1.bias", "dres3.conv5.0.weight", "dres3.conv5.1.weight", "dres3.conv5.1.bias", "dres3.conv5.1.running_mean", "dres3.conv5.1.running_var", "dres3.conv6.0.weight", "dres3.conv6.1.weight", "dres3.conv6.1.bias", "dres3.conv6.1.running_mean", "dres3.conv6.1.running_var", "dres3.redir1.0.weight", "dres3.redir1.1.weight", "dres3.redir1.1.bias", "dres3.redir1.1.running_mean", "dres3.redir1.1.running_var", "dres3.redir2.0.weight", "dres3.redir2.1.weight", "dres3.redir2.1.bias", "dres3.redir2.1.running_mean", "dres3.redir2.1.running_var", "classif0.0.0.weight", "classif0.0.1.weight", "classif0.0.1.bias", "classif0.0.1.running_mean", "classif0.0.1.running_var", "classif0.2.weight", "classif1.0.0.weight", "classif1.0.1.weight", "classif1.0.1.bias", "classif1.0.1.running_mean", "classif1.0.1.running_var", "classif1.2.weight", "classif2.0.0.weight", "classif2.0.1.weight", "classif2.0.1.bias", "classif2.0.1.running_mean", "classif2.0.1.running_var", "classif2.2.weight". Unexpected key(s) in state_dict: "module.feature_extraction.firstconv.0.0.weight", "module.feature_extraction.firstconv.0.1.weight", "module.feature_extraction.firstconv.0.1.bias", "module.feature_extraction.firstconv.0.1.running_mean", "module.feature_extraction.firstconv.0.1.running_var", "module.feature_extraction.firstconv.0.1.num_batches_tracked", "module.feature_extraction.firstconv.2.0.weight", "module.feature_extraction.firstconv.2.1.weight", "module.feature_extraction.firstconv.2.1.bias", "module.feature_extraction.firstconv.2.1.running_mean", "module.feature_extraction.firstconv.2.1.running_var", "module.feature_extraction.firstconv.2.1.num_batches_tracked", "module.feature_extraction.firstconv.4.0.weight", "module.feature_extraction.firstconv.4.1.weight", "module.feature_extraction.firstconv.4.1.bias", "module.feature_extraction.firstconv.4.1.running_mean", "module.feature_extraction.firstconv.4.1.running_var", "module.feature_extraction.firstconv.4.1.num_batches_tracked", "module.feature_extraction.layer1.0.conv1.0.0.weight", "module.feature_extraction.layer1.0.conv1.0.1.weight", "module.feature_extraction.layer1.0.conv1.0.1.bias", "module.feature_extraction.layer1.0.conv1.0.1.running_mean", "module.feature_extraction.layer1.0.conv1.0.1.running_var", "module.feature_extraction.layer1.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.0.conv2.0.weight", "module.feature_extraction.layer1.0.conv2.1.weight", "module.feature_extraction.layer1.0.conv2.1.bias", "module.feature_extraction.layer1.0.conv2.1.running_mean", "module.feature_extraction.layer1.0.conv2.1.running_var", "module.feature_extraction.layer1.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer1.1.conv1.0.0.weight", "module.feature_extraction.layer1.1.conv1.0.1.weight", "module.feature_extraction.layer1.1.conv1.0.1.bias", "module.feature_extraction.layer1.1.conv1.0.1.running_mean", "module.feature_extraction.layer1.1.conv1.0.1.running_var", "module.feature_extraction.layer1.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.1.conv2.0.weight", "module.feature_extraction.layer1.1.conv2.1.weight", "module.feature_extraction.layer1.1.conv2.1.bias", "module.feature_extraction.layer1.1.conv2.1.running_mean", "module.feature_extraction.layer1.1.conv2.1.running_var", "module.feature_extraction.layer1.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer1.2.conv1.0.0.weight", "module.feature_extraction.layer1.2.conv1.0.1.weight", "module.feature_extraction.layer1.2.conv1.0.1.bias", "module.feature_extraction.layer1.2.conv1.0.1.running_mean", "module.feature_extraction.layer1.2.conv1.0.1.running_var", "module.feature_extraction.layer1.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.2.conv2.0.weight", "module.feature_extraction.layer1.2.conv2.1.weight", "module.feature_extraction.layer1.2.conv2.1.bias", "module.feature_extraction.layer1.2.conv2.1.running_mean", "module.feature_extraction.layer1.2.conv2.1.running_var", "module.feature_extraction.layer1.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.0.conv1.0.0.weight", "module.feature_extraction.layer2.0.conv1.0.1.weight", "module.feature_extraction.layer2.0.conv1.0.1.bias", "module.feature_extraction.layer2.0.conv1.0.1.running_mean", "module.feature_extraction.layer2.0.conv1.0.1.running_var", "module.feature_extraction.layer2.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.0.conv2.0.weight", "module.feature_extraction.layer2.0.conv2.1.weight", "module.feature_extraction.layer2.0.conv2.1.bias", "module.feature_extraction.layer2.0.conv2.1.running_mean", "module.feature_extraction.layer2.0.conv2.1.running_var", "module.feature_extraction.layer2.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.0.downsample.0.weight", "module.feature_extraction.layer2.0.downsample.1.weight", "module.feature_extraction.layer2.0.downsample.1.bias", "module.feature_extraction.layer2.0.downsample.1.running_mean", "module.feature_extraction.layer2.0.downsample.1.running_var", "module.feature_extraction.layer2.0.downsample.1.num_batches_tracked", "module.feature_extraction.layer2.1.conv1.0.0.weight", "module.feature_extraction.layer2.1.conv1.0.1.weight", "module.feature_extraction.layer2.1.conv1.0.1.bias", "module.feature_extraction.layer2.1.conv1.0.1.running_mean", "module.feature_extraction.layer2.1.conv1.0.1.running_var", "module.feature_extraction.layer2.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.1.conv2.0.weight", "module.feature_extraction.layer2.1.conv2.1.weight", "module.feature_extraction.layer2.1.conv2.1.bias", "module.feature_extraction.layer2.1.conv2.1.running_mean", "module.feature_extraction.layer2.1.conv2.1.running_var", "module.feature_extraction.layer2.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.2.conv1.0.0.weight", "module.feature_extraction.layer2.2.conv1.0.1.weight", "module.feature_extraction.layer2.2.conv1.0.1.bias", "module.feature_extraction.layer2.2.conv1.0.1.running_mean", "module.feature_extraction.layer2.2.conv1.0.1.running_var", "module.feature_extraction.layer2.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.2.conv2.0.weight", "module.feature_extraction.layer2.2.conv2.1.weight", "module.feature_extraction.layer2.2.conv2.1.bias", "module.feature_extraction.layer2.2.conv2.1.running_mean", "module.feature_extraction.layer2.2.conv2.1.running_var", "module.feature_extraction.layer2.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.3.conv1.0.0.weight", "module.feature_extraction.layer2.3.conv1.0.1.weight", "module.feature_extraction.layer2.3.conv1.0.1.bias", "module.feature_extraction.layer2.3.conv1.0.1.running_mean", "module.feature_extraction.layer2.3.conv1.0.1.running_var", "module.feature_extraction.layer2.3.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.3.conv2.0.weight", "module.feature_extraction.layer2.3.conv2.1.weight", "module.feature_extraction.layer2.3.conv2.1.bias", "module.feature_extraction.layer2.3.conv2.1.running_mean", "module.feature_extraction.layer2.3.conv2.1.running_var", "module.feature_extraction.layer2.3.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.4.conv1.0.0.weight", "module.feature_extraction.layer2.4.conv1.0.1.weight", "module.feature_extraction.layer2.4.conv1.0.1.bias", "module.feature_extraction.layer2.4.conv1.0.1.running_mean", "module.feature_extraction.layer2.4.conv1.0.1.running_var", "module.feature_extraction.layer2.4.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.4.conv2.0.weight", "module.feature_extraction.layer2.4.conv2.1.weight", "module.feature_extraction.layer2.4.conv2.1.bias", "module.feature_extraction.layer2.4.conv2.1.running_mean", "module.feature_extraction.layer2.4.conv2.1.running_var", "module.feature_extraction.layer2.4.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.5.conv1.0.0.weight", "module.feature_extraction.layer2.5.conv1.0.1.weight", "module.feature_extraction.layer2.5.conv1.0.1.bias", "module.feature_extraction.layer2.5.conv1.0.1.running_mean", "module.feature_extraction.layer2.5.conv1.0.1.running_var", "module.feature_extraction.layer2.5.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.5.conv2.0.weight", "module.feature_extraction.layer2.5.conv2.1.weight", "module.feature_extraction.layer2.5.conv2.1.bias", "module.feature_extraction.layer2.5.conv2.1.running_mean", "module.feature_extraction.layer2.5.conv2.1.running_var", "module.feature_extraction.layer2.5.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.6.conv1.0.0.weight", "module.feature_extraction.layer2.6.conv1.0.1.weight", "module.feature_extraction.layer2.6.conv1.0.1.bias", "module.feature_extraction.layer2.6.conv1.0.1.running_mean", "module.feature_extraction.layer2.6.conv1.0.1.running_var", "module.feature_extraction.layer2.6.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.6.conv2.0.weight", "module.feature_extraction.layer2.6.conv2.1.weight", "module.feature_extraction.layer2.6.conv2.1.bias", "module.feature_extraction.layer2.6.conv2.1.running_mean", "module.feature_extraction.layer2.6.conv2.1.running_var", "module.feature_extraction.layer2.6.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.7.conv1.0.0.weight", "module.feature_extraction.layer2.7.conv1.0.1.weight", "module.feature_extraction.layer2.7.conv1.0.1.bias", "module.feature_extraction.layer2.7.conv1.0.1.running_mean", "module.feature_extraction.layer2.7.conv1.0.1.running_var", "module.feature_extraction.layer2.7.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.7.conv2.0.weight", "module.feature_extraction.layer2.7.conv2.1.weight", "module.feature_extraction.layer2.7.conv2.1.bias", "module.feature_extraction.layer2.7.conv2.1.running_mean", "module.feature_extraction.layer2.7.conv2.1.running_var", "module.feature_extraction.layer2.7.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.8.conv1.0.0.weight", "module.feature_extraction.layer2.8.conv1.0.1.weight", "module.feature_extraction.layer2.8.conv1.0.1.bias", "module.feature_extraction.layer2.8.conv1.0.1.running_mean", "module.feature_extraction.layer2.8.conv1.0.1.running_var", "module.feature_extraction.layer2.8.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.8.conv2.0.weight", "module.feature_extraction.layer2.8.conv2.1.weight", "module.feature_extraction.layer2.8.conv2.1.bias", "module.feature_extraction.layer2.8.conv2.1.running_mean", "module.feature_extraction.layer2.8.conv2.1.running_var", "module.feature_extraction.layer2.8.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.9.conv1.0.0.weight", "module.feature_extraction.layer2.9.conv1.0.1.weight", "module.feature_extraction.layer2.9.conv1.0.1.bias", "module.feature_extraction.layer2.9.conv1.0.1.running_mean", "module.feature_extraction.layer2.9.conv1.0.1.running_var", "module.feature_extraction.layer2.9.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.9.conv2.0.weight", "module.feature_extraction.layer2.9.conv2.1.weight", "module.feature_extraction.layer2.9.conv2.1.bias", "module.feature_extraction.layer2.9.conv2.1.running_mean", "module.feature_extraction.layer2.9.conv2.1.running_var", "module.feature_extraction.layer2.9.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.10.conv1.0.0.weight", "module.feature_extraction.layer2.10.conv1.0.1.weight", "module.feature_extraction.layer2.10.conv1.0.1.bias", "module.feature_extraction.layer2.10.conv1.0.1.running_mean", "module.feature_extraction.layer2.10.conv1.0.1.running_var", "module.feature_extraction.layer2.10.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.10.conv2.0.weight", "module.feature_extraction.layer2.10.conv2.1.weight", "module.feature_extraction.layer2.10.conv2.1.bias", "module.feature_extraction.layer2.10.conv2.1.running_mean", "module.feature_extraction.layer2.10.conv2.1.running_var", "module.feature_extraction.layer2.10.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.11.conv1.0.0.weight", "module.feature_extraction.layer2.11.conv1.0.1.weight", "module.feature_extraction.layer2.11.conv1.0.1.bias", "module.feature_extraction.layer2.11.conv1.0.1.running_mean", "module.feature_extraction.layer2.11.conv1.0.1.running_var", "module.feature_extraction.layer2.11.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.11.conv2.0.weight", "module.feature_extraction.layer2.11.conv2.1.weight", "module.feature_extraction.layer2.11.conv2.1.bias", "module.feature_extraction.layer2.11.conv2.1.running_mean", "module.feature_extraction.layer2.11.conv2.1.running_var", "module.feature_extraction.layer2.11.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.12.conv1.0.0.weight", "module.feature_extraction.layer2.12.conv1.0.1.weight", "module.feature_extraction.layer2.12.conv1.0.1.bias", "module.feature_extraction.layer2.12.conv1.0.1.running_mean", "module.feature_extraction.layer2.12.conv1.0.1.running_var", "module.feature_extraction.layer2.12.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.12.conv2.0.weight", "module.feature_extraction.layer2.12.conv2.1.weight", "module.feature_extraction.layer2.12.conv2.1.bias", "module.feature_extraction.layer2.12.conv2.1.running_mean", "module.feature_extraction.layer2.12.conv2.1.running_var", "module.feature_extraction.layer2.12.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.13.conv1.0.0.weight", "module.feature_extraction.layer2.13.conv1.0.1.weight", "module.feature_extraction.layer2.13.conv1.0.1.bias", "module.feature_extraction.layer2.13.conv1.0.1.running_mean", "module.feature_extraction.layer2.13.conv1.0.1.running_var", "module.feature_extraction.layer2.13.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.13.conv2.0.weight", "module.feature_extraction.layer2.13.conv2.1.weight", "module.feature_extraction.layer2.13.conv2.1.bias", "module.feature_extraction.layer2.13.conv2.1.running_mean", "module.feature_extraction.layer2.13.conv2.1.running_var", "module.feature_extraction.layer2.13.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.14.conv1.0.0.weight", "module.feature_extraction.layer2.14.conv1.0.1.weight", "module.feature_extraction.layer2.14.conv1.0.1.bias", "module.feature_extraction.layer2.14.conv1.0.1.running_mean", "module.feature_extraction.layer2.14.conv1.0.1.running_var", "module.feature_extraction.layer2.14.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.14.conv2.0.weight", "module.feature_extraction.layer2.14.conv2.1.weight", "module.feature_extraction.layer2.14.conv2.1.bias", "module.feature_extraction.layer2.14.conv2.1.running_mean", "module.feature_extraction.layer2.14.conv2.1.running_var", "module.feature_extraction.layer2.14.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.15.conv1.0.0.weight", "module.feature_extraction.layer2.15.conv1.0.1.weight", "module.feature_extraction.layer2.15.conv1.0.1.bias", "module.feature_extraction.layer2.15.conv1.0.1.running_mean", "module.feature_extraction.layer2.15.conv1.0.1.running_var", "module.feature_extraction.layer2.15.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.15.conv2.0.weight", "module.feature_extraction.layer2.15.conv2.1.weight", "module.feature_extraction.layer2.15.conv2.1.bias", "module.feature_extraction.layer2.15.conv2.1.running_mean", "module.feature_extraction.layer2.15.conv2.1.running_var", "module.feature_extraction.layer2.15.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.0.conv1.0.0.weight", "module.feature_extraction.layer3.0.conv1.0.1.weight", "module.feature_extraction.layer3.0.conv1.0.1.bias", "module.feature_extraction.layer3.0.conv1.0.1.running_mean", "module.feature_extraction.layer3.0.conv1.0.1.running_var", "module.feature_extraction.layer3.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.0.conv2.0.weight", "module.feature_extraction.layer3.0.conv2.1.weight", "module.feature_extraction.layer3.0.conv2.1.bias", "module.feature_extraction.layer3.0.conv2.1.running_mean", "module.feature_extraction.layer3.0.conv2.1.running_var", "module.feature_extraction.layer3.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.0.downsample.0.weight", "module.feature_extraction.layer3.0.downsample.1.weight", "module.feature_extraction.layer3.0.downsample.1.bias", "module.feature_extraction.layer3.0.downsample.1.running_mean", "module.feature_extraction.layer3.0.downsample.1.running_var", "module.feature_extraction.layer3.0.downsample.1.num_batches_tracked", "module.feature_extraction.layer3.1.conv1.0.0.weight", "module.feature_extraction.layer3.1.conv1.0.1.weight", "module.feature_extraction.layer3.1.conv1.0.1.bias", "module.feature_extraction.layer3.1.conv1.0.1.running_mean", "module.feature_extraction.layer3.1.conv1.0.1.running_var", "module.feature_extraction.layer3.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.1.conv2.0.weight", "module.feature_extraction.layer3.1.conv2.1.weight", "module.feature_extraction.layer3.1.conv2.1.bias", "module.feature_extraction.layer3.1.conv2.1.running_mean", "module.feature_extraction.layer3.1.conv2.1.running_var", "module.feature_extraction.layer3.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.2.conv1.0.0.weight", "module.feature_extraction.layer3.2.conv1.0.1.weight", "module.feature_extraction.layer3.2.conv1.0.1.bias", "module.feature_extraction.layer3.2.conv1.0.1.running_mean", "module.feature_extraction.layer3.2.conv1.0.1.running_var", "module.feature_extraction.layer3.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.2.conv2.0.weight", "module.feature_extraction.layer3.2.conv2.1.weight", "module.feature_extraction.layer3.2.conv2.1.bias", "module.feature_extraction.layer3.2.conv2.1.running_mean", "module.feature_extraction.layer3.2.conv2.1.running_var", "module.feature_extraction.layer3.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.0.conv1.0.0.weight", "module.feature_extraction.layer4.0.conv1.0.1.weight", "module.feature_extraction.layer4.0.conv1.0.1.bias", "module.feature_extraction.layer4.0.conv1.0.1.running_mean", "module.feature_extraction.layer4.0.conv1.0.1.running_var", "module.feature_extraction.layer4.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.0.conv2.0.weight", "module.feature_extraction.layer4.0.conv2.1.weight", "module.feature_extraction.layer4.0.conv2.1.bias", "module.feature_extraction.layer4.0.conv2.1.running_mean", "module.feature_extraction.layer4.0.conv2.1.running_var", "module.feature_extraction.layer4.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.1.conv1.0.0.weight", "module.feature_extraction.layer4.1.conv1.0.1.weight", "module.feature_extraction.layer4.1.conv1.0.1.bias", "module.feature_extraction.layer4.1.conv1.0.1.running_mean", "module.feature_extraction.layer4.1.conv1.0.1.running_var", "module.feature_extraction.layer4.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.1.conv2.0.weight", "module.feature_extraction.layer4.1.conv2.1.weight", "module.feature_extraction.layer4.1.conv2.1.bias", "module.feature_extraction.layer4.1.conv2.1.running_mean", "module.feature_extraction.layer4.1.conv2.1.running_var", "module.feature_extraction.layer4.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.2.conv1.0.0.weight", "module.feature_extraction.layer4.2.conv1.0.1.weight", "module.feature_extraction.layer4.2.conv1.0.1.bias", "module.feature_extraction.layer4.2.conv1.0.1.running_mean", "module.feature_extraction.layer4.2.conv1.0.1.running_var", "module.feature_extraction.layer4.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.2.conv2.0.weight", "module.feature_extraction.layer4.2.conv2.1.weight", "module.feature_extraction.layer4.2.conv2.1.bias", "module.feature_extraction.layer4.2.conv2.1.running_mean", "module.feature_extraction.layer4.2.conv2.1.running_var", "module.feature_extraction.layer4.2.conv2.1.num_batches_tracked", "module.concatconv.0.0.weight", "module.concatconv.0.1.weight", "module.concatconv.0.1.bias", "module.concatconv.0.1.running_mean", "module.concatconv.0.1.running_var", "module.concatconv.0.1.num_batches_tracked", "module.concatconv.2.weight", "module.patch.weight", "module.patch_l1.weight", "module.patch_l2.weight", "module.patch_l3.weight", "module.dres1_att.0.0.weight", "module.dres1_att.0.1.weight", "module.dres1_att.0.1.bias", "module.dres1_att.0.1.running_mean", "module.dres1_att.0.1.running_var", "module.dres1_att.0.1.num_batches_tracked", "module.dres1_att.2.0.weight", "module.dres1_att.2.1.weight", "module.dres1_att.2.1.bias", "module.dres1_att.2.1.running_mean", "module.dres1_att.2.1.running_var", "module.dres1_att.2.1.num_batches_tracked", "module.dres2_att.conv1.0.0.weight", "module.dres2_att.conv1.0.1.weight", "module.dres2_att.conv1.0.1.bias", "module.dres2_att.conv1.0.1.running_mean", "module.dres2_att.conv1.0.1.running_var", "module.dres2_att.conv1.0.1.num_batches_tracked", "module.dres2_att.conv2.0.0.weight", "module.dres2_att.conv2.0.1.weight", "module.dres2_att.conv2.0.1.bias", "module.dres2_att.conv2.0.1.running_mean", "module.dres2_att.conv2.0.1.running_var", "module.dres2_att.conv2.0.1.num_batches_tracked", "module.dres2_att.conv3.0.0.weight", "module.dres2_att.conv3.0.1.weight", "module.dres2_att.conv3.0.1.bias", "module.dres2_att.conv3.0.1.running_mean", "module.dres2_att.conv3.0.1.running_var", "module.dres2_att.conv3.0.1.num_batches_tracked", "module.dres2_att.conv4.0.0.weight", "module.dres2_att.conv4.0.1.weight", "module.dres2_att.conv4.0.1.bias", "module.dres2_att.conv4.0.1.running_mean", "module.dres2_att.conv4.0.1.running_var", "module.dres2_att.conv4.0.1.num_batches_tracked", "module.dres2_att.attention_block.qkv_3d.weight", "module.dres2_att.attention_block.qkv_3d.bias", "module.dres2_att.attention_block.final1x1.weight", "module.dres2_att.attention_block.final1x1.bias", "module.dres2_att.conv5.0.weight", "module.dres2_att.conv5.1.weight", "module.dres2_att.conv5.1.bias", "module.dres2_att.conv5.1.running_mean", "module.dres2_att.conv5.1.running_var", "module.dres2_att.conv5.1.num_batches_tracked", "module.dres2_att.conv6.0.weight", "module.dres2_att.conv6.1.weight", "module.dres2_att.conv6.1.bias", "module.dres2_att.conv6.1.running_mean", "module.dres2_att.conv6.1.running_var", "module.dres2_att.conv6.1.num_batches_tracked", "module.dres2_att.redir1.0.weight", "module.dres2_att.redir1.1.weight", "module.dres2_att.redir1.1.bias", "module.dres2_att.redir1.1.running_mean", "module.dres2_att.redir1.1.running_var", "module.dres2_att.redir1.1.num_batches_tracked", "module.dres2_att.redir2.0.weight", "module.dres2_att.redir2.1.weight", "module.dres2_att.redir2.1.bias", "module.dres2_att.redir2.1.running_mean", "module.dres2_att.redir2.1.running_var", "module.dres2_att.redir2.1.num_batches_tracked", "module.classif_att.0.0.weight", "module.classif_att.0.1.weight", "module.classif_att.0.1.bias", "module.classif_att.0.1.running_mean", "module.classif_att.0.1.running_var", "module.classif_att.0.1.num_batches_tracked", "module.classif_att.2.weight", "module.dres0.0.0.weight", "module.dres0.0.1.weight", "module.dres0.0.1.bias", "module.dres0.0.1.running_mean", "module.dres0.0.1.running_var", "module.dres0.0.1.num_batches_tracked", "module.dres0.2.0.weight", "module.dres0.2.1.weight", "module.dres0.2.1.bias", "module.dres0.2.1.running_mean", "module.dres0.2.1.running_var", "module.dres0.2.1.num_batches_tracked", "module.dres1.0.0.weight", "module.dres1.0.1.weight", "module.dres1.0.1.bias", "module.dres1.0.1.running_mean", "module.dres1.0.1.running_var", "module.dres1.0.1.num_batches_tracked", "module.dres1.2.0.weight", "module.dres1.2.1.weight", "module.dres1.2.1.bias", "module.dres1.2.1.running_mean", "module.dres1.2.1.running_var", "module.dres1.2.1.num_batches_tracked", "module.dres2.conv1.0.0.weight", "module.dres2.conv1.0.1.weight", "module.dres2.conv1.0.1.bias", "module.dres2.conv1.0.1.running_mean", "module.dres2.conv1.0.1.running_var", "module.dres2.conv1.0.1.num_batches_tracked", "module.dres2.conv2.0.0.weight", "module.dres2.conv2.0.1.weight", "module.dres2.conv2.0.1.bias", "module.dres2.conv2.0.1.running_mean", "module.dres2.conv2.0.1.running_var", "module.dres2.conv2.0.1.num_batches_tracked", "module.dres2.conv3.0.0.weight", "module.dres2.conv3.0.1.weight", "module.dres2.conv3.0.1.bias", "module.dres2.conv3.0.1.running_mean", "module.dres2.conv3.0.1.running_var", "module.dres2.conv3.0.1.num_batches_tracked", "module.dres2.conv4.0.0.weight", "module.dres2.conv4.0.1.weight", "module.dres2.conv4.0.1.bias", "module.dres2.conv4.0.1.running_mean", "module.dres2.conv4.0.1.running_var", "module.dres2.conv4.0.1.num_batches_tracked", "module.dres2.attention_block.qkv_3d.weight", "module.dres2.attention_block.qkv_3d.bias", "module.dres2.attention_block.final1x1.weight", "module.dres2.attention_block.final1x1.bias", "module.dres2.conv5.0.weight", "module.dres2.conv5.1.weight", "module.dres2.conv5.1.bias", "module.dres2.conv5.1.running_mean", "module.dres2.conv5.1.running_var", "module.dres2.conv5.1.num_batches_tracked", "module.dres2.conv6.0.weight", "module.dres2.conv6.1.weight", "module.dres2.conv6.1.bias", "module.dres2.conv6.1.running_mean", "module.dres2.conv6.1.running_var", "module.dres2.conv6.1.num_batches_tracked", "module.dres2.redir1.0.weight", "module.dres2.redir1.1.weight", "module.dres2.redir1.1.bias", "module.dres2.redir1.1.running_mean", "module.dres2.redir1.1.running_var", "module.dres2.redir1.1.num_batches_tracked", "module.dres2.redir2.0.weight", "module.dres2.redir2.1.weight", "module.dres2.redir2.1.bias", "module.dres2.redir2.1.running_mean", "module.dres2.redir2.1.running_var", "module.dres2.redir2.1.num_batches_tracked", "module.dres3.conv1.0.0.weight", "module.dres3.conv1.0.1.weight", "module.dres3.conv1.0.1.bias", "module.dres3.conv1.0.1.running_mean", "module.dres3.conv1.0.1.running_var", "module.dres3.conv1.0.1.num_batches_tracked", "module.dres3.conv2.0.0.weight", "module.dres3.conv2.0.1.weight", "module.dres3.conv2.0.1.bias", "module.dres3.conv2.0.1.running_mean", "module.dres3.conv2.0.1.running_var", "module.dres3.conv2.0.1.num_batches_tracked", "module.dres3.conv3.0.0.weight", "module.dres3.conv3.0.1.weight", "module.dres3.conv3.0.1.bias", "module.dres3.conv3.0.1.running_mean", "module.dres3.conv3.0.1.running_var", "module.dres3.conv3.0.1.num_batches_tracked", "module.dres3.conv4.0.0.weight", "module.dres3.conv4.0.1.weight", "module.dres3.conv4.0.1.bias", "module.dres3.conv4.0.1.running_mean", "module.dres3.conv4.0.1.running_var", "module.dres3.conv4.0.1.num_batches_tracked", "module.dres3.attention_block.qkv_3d.weight", "module.dres3.attention_block.qkv_3d.bias", "module.dres3.attention_block.final1x1.weight", "module.dres3.attention_block.final1x1.bias", "module.dres3.conv5.0.weight", "module.dres3.conv5.1.weight", "module.dres3.conv5.1.bias", "module.dres3.conv5.1.running_mean", "module.dres3.conv5.1.running_var", "module.dres3.conv5.1.num_batches_tracked", "module.dres3.conv6.0.weight", "module.dres3.conv6.1.weight", "module.dres3.conv6.1.bias", "module.dres3.conv6.1.running_mean", "module.dres3.conv6.1.running_var", "module.dres3.conv6.1.num_batches_tracked", "module.dres3.redir1.0.weight", "module.dres3.redir1.1.weight", "module.dres3.redir1.1.bias", "module.dres3.redir1.1.running_mean", "module.dres3.redir1.1.running_var", "module.dres3.redir1.1.num_batches_tracked", "module.dres3.redir2.0.weight", "module.dres3.redir2.1.weight", "module.dres3.redir2.1.bias", "module.dres3.redir2.1.running_mean", "module.dres3.redir2.1.running_var", "module.dres3.redir2.1.num_batches_tracked", "module.classif0.0.0.weight", "module.classif0.0.1.weight", "module.classif0.0.1.bias", "module.classif0.0.1.running_mean", "module.classif0.0.1.running_var", "module.classif0.0.1.num_batches_tracked", "module.classif0.2.weight", "module.classif1.0.0.weight", "module.classif1.0.1.weight", "module.classif1.0.1.bias", "module.classif1.0.1.running_mean", "module.classif1.0.1.running_var", "module.classif1.0.1.num_batches_tracked", "module.classif1.2.weight", "module.classif2.0.0.weight", "module.classif2.0.1.weight", "module.classif2.0.1.bias", "module.classif2.0.1.running_mean", "module.classif2.0.1.running_var", "module.classif2.0.1.num_batches_tracked", "module.classif2.2.weight".
抱歉，是我加载模型的方式有问题，请close此问题。
RangeLiu
commented
2 years ago RangeLiu
commented
2 years ago
你好，我在加载预训练模型时报加载错误，请问预训练模型的网络和share的有区别吗？谢谢！ 预训练模型：pretrained_model_sceneflow.ckpt
untimeError: Error(s) in loading state_dict for ACVNet: Missing key(s) in state_dict: "feature_extraction.firstconv.0.0.weight", "feature_extraction.firstconv.0.1.weight", "feature_extraction.firstconv.0.1.bias", "feature_extraction.firstconv.0.1.running_mean", "feature_extraction.firstconv.0.1.running_var", "feature_extraction.firstconv.2.0.weight", "feature_extraction.firstconv.2.1.weight", "feature_extraction.firstconv.2.1.bias", "feature_extraction.firstconv.2.1.running_mean", "feature_extraction.firstconv.2.1.running_var", "feature_extraction.firstconv.4.0.weight", "feature_extraction.firstconv.4.1.weight", "feature_extraction.firstconv.4.1.bias", "feature_extraction.firstconv.4.1.running_mean", "feature_extraction.firstconv.4.1.running_var", "feature_extraction.layer1.0.conv1.0.0.weight", "feature_extraction.layer1.0.conv1.0.1.weight", "feature_extraction.layer1.0.conv1.0.1.bias", "feature_extraction.layer1.0.conv1.0.1.running_mean", "feature_extraction.layer1.0.conv1.0.1.running_var", "feature_extraction.layer1.0.conv2.0.weight", "feature_extraction.layer1.0.conv2.1.weight", "feature_extraction.layer1.0.conv2.1.bias", "feature_extraction.layer1.0.conv2.1.running_mean", "feature_extraction.layer1.0.conv2.1.running_var", "feature_extraction.layer1.1.conv1.0.0.weight", "feature_extraction.layer1.1.conv1.0.1.weight", "feature_extraction.layer1.1.conv1.0.1.bias", "feature_extraction.layer1.1.conv1.0.1.running_mean", "feature_extraction.layer1.1.conv1.0.1.running_var", "feature_extraction.layer1.1.conv2.0.weight", "feature_extraction.layer1.1.conv2.1.weight", "feature_extraction.layer1.1.conv2.1.bias", "feature_extraction.layer1.1.conv2.1.running_mean", "feature_extraction.layer1.1.conv2.1.running_var", "feature_extraction.layer1.2.conv1.0.0.weight", "feature_extraction.layer1.2.conv1.0.1.weight", "feature_extraction.layer1.2.conv1.0.1.bias", "feature_extraction.layer1.2.conv1.0.1.running_mean", "feature_extraction.layer1.2.conv1.0.1.running_var", "feature_extraction.layer1.2.conv2.0.weight", "feature_extraction.layer1.2.conv2.1.weight", "feature_extraction.layer1.2.conv2.1.bias", "feature_extraction.layer1.2.conv2.1.running_mean", "feature_extraction.layer1.2.conv2.1.running_var", "feature_extraction.layer2.0.conv1.0.0.weight", "feature_extraction.layer2.0.conv1.0.1.weight", "feature_extraction.layer2.0.conv1.0.1.bias", "feature_extraction.layer2.0.conv1.0.1.running_mean", "feature_extraction.layer2.0.conv1.0.1.running_var", "feature_extraction.layer2.0.conv2.0.weight", "feature_extraction.layer2.0.conv2.1.weight", "feature_extraction.layer2.0.conv2.1.bias", "feature_extraction.layer2.0.conv2.1.running_mean", "feature_extraction.layer2.0.conv2.1.running_var", "feature_extraction.layer2.0.downsample.0.weight", "feature_extraction.layer2.0.downsample.1.weight", "feature_extraction.layer2.0.downsample.1.bias", "feature_extraction.layer2.0.downsample.1.running_mean", "feature_extraction.layer2.0.downsample.1.running_var", "feature_extraction.layer2.1.conv1.0.0.weight", "feature_extraction.layer2.1.conv1.0.1.weight", "feature_extraction.layer2.1.conv1.0.1.bias", "feature_extraction.layer2.1.conv1.0.1.running_mean", "feature_extraction.layer2.1.conv1.0.1.running_var", "feature_extraction.layer2.1.conv2.0.weight", "feature_extraction.layer2.1.conv2.1.weight", "feature_extraction.layer2.1.conv2.1.bias", "feature_extraction.layer2.1.conv2.1.running_mean", "feature_extraction.layer2.1.conv2.1.running_var", "feature_extraction.layer2.2.conv1.0.0.weight", "feature_extraction.layer2.2.conv1.0.1.weight", "feature_extraction.layer2.2.conv1.0.1.bias", "feature_extraction.layer2.2.conv1.0.1.running_mean", "feature_extraction.layer2.2.conv1.0.1.running_var", "feature_extraction.layer2.2.conv2.0.weight", "feature_extraction.layer2.2.conv2.1.weight", "feature_extraction.layer2.2.conv2.1.bias", "feature_extraction.layer2.2.conv2.1.running_mean", "feature_extraction.layer2.2.conv2.1.running_var", "feature_extraction.layer2.3.conv1.0.0.weight", "feature_extraction.layer2.3.conv1.0.1.weight", "feature_extraction.layer2.3.conv1.0.1.bias", "feature_extraction.layer2.3.conv1.0.1.running_mean", "feature_extraction.layer2.3.conv1.0.1.running_var", "feature_extraction.layer2.3.conv2.0.weight", "feature_extraction.layer2.3.conv2.1.weight", "feature_extraction.layer2.3.conv2.1.bias", "feature_extraction.layer2.3.conv2.1.running_mean", "feature_extraction.layer2.3.conv2.1.running_var", "feature_extraction.layer2.4.conv1.0.0.weight", "feature_extraction.layer2.4.conv1.0.1.weight", "feature_extraction.layer2.4.conv1.0.1.bias", "feature_extraction.layer2.4.conv1.0.1.running_mean", "feature_extraction.layer2.4.conv1.0.1.running_var", "feature_extraction.layer2.4.conv2.0.weight", "feature_extraction.layer2.4.conv2.1.weight", "feature_extraction.layer2.4.conv2.1.bias", "feature_extraction.layer2.4.conv2.1.running_mean", "feature_extraction.layer2.4.conv2.1.running_var", "feature_extraction.layer2.5.conv1.0.0.weight", "feature_extraction.layer2.5.conv1.0.1.weight", "feature_extraction.layer2.5.conv1.0.1.bias", "feature_extraction.layer2.5.conv1.0.1.running_mean", "feature_extraction.layer2.5.conv1.0.1.running_var", "feature_extraction.layer2.5.conv2.0.weight", "feature_extraction.layer2.5.conv2.1.weight", "feature_extraction.layer2.5.conv2.1.bias", "feature_extraction.layer2.5.conv2.1.running_mean", "feature_extraction.layer2.5.conv2.1.running_var", "feature_extraction.layer2.6.conv1.0.0.weight", "feature_extraction.layer2.6.conv1.0.1.weight", "feature_extraction.layer2.6.conv1.0.1.bias", "feature_extraction.layer2.6.conv1.0.1.running_mean", "feature_extraction.layer2.6.conv1.0.1.running_var", "feature_extraction.layer2.6.conv2.0.weight", "feature_extraction.layer2.6.conv2.1.weight", "feature_extraction.layer2.6.conv2.1.bias", "feature_extraction.layer2.6.conv2.1.running_mean", "feature_extraction.layer2.6.conv2.1.running_var", "feature_extraction.layer2.7.conv1.0.0.weight", "feature_extraction.layer2.7.conv1.0.1.weight", "feature_extraction.layer2.7.conv1.0.1.bias", "feature_extraction.layer2.7.conv1.0.1.running_mean", "feature_extraction.layer2.7.conv1.0.1.running_var", "feature_extraction.layer2.7.conv2.0.weight", "feature_extraction.layer2.7.conv2.1.weight", "feature_extraction.layer2.7.conv2.1.bias", "feature_extraction.layer2.7.conv2.1.running_mean", "feature_extraction.layer2.7.conv2.1.running_var", "feature_extraction.layer2.8.conv1.0.0.weight", "feature_extraction.layer2.8.conv1.0.1.weight", "feature_extraction.layer2.8.conv1.0.1.bias", "feature_extraction.layer2.8.conv1.0.1.running_mean", "feature_extraction.layer2.8.conv1.0.1.running_var", "feature_extraction.layer2.8.conv2.0.weight", "feature_extraction.layer2.8.conv2.1.weight", "feature_extraction.layer2.8.conv2.1.bias", "feature_extraction.layer2.8.conv2.1.running_mean", "feature_extraction.layer2.8.conv2.1.running_var", "feature_extraction.layer2.9.conv1.0.0.weight", "feature_extraction.layer2.9.conv1.0.1.weight", "feature_extraction.layer2.9.conv1.0.1.bias", "feature_extraction.layer2.9.conv1.0.1.running_mean", "feature_extraction.layer2.9.conv1.0.1.running_var", "feature_extraction.layer2.9.conv2.0.weight", "feature_extraction.layer2.9.conv2.1.weight", "feature_extraction.layer2.9.conv2.1.bias", "feature_extraction.layer2.9.conv2.1.running_mean", "feature_extraction.layer2.9.conv2.1.running_var", "feature_extraction.layer2.10.conv1.0.0.weight", "feature_extraction.layer2.10.conv1.0.1.weight", "feature_extraction.layer2.10.conv1.0.1.bias", "feature_extraction.layer2.10.conv1.0.1.running_mean", "feature_extraction.layer2.10.conv1.0.1.running_var", "feature_extraction.layer2.10.conv2.0.weight", "feature_extraction.layer2.10.conv2.1.weight", "feature_extraction.layer2.10.conv2.1.bias", "feature_extraction.layer2.10.conv2.1.running_mean", "feature_extraction.layer2.10.conv2.1.running_var", "feature_extraction.layer2.11.conv1.0.0.weight", "feature_extraction.layer2.11.conv1.0.1.weight", "feature_extraction.layer2.11.conv1.0.1.bias", "feature_extraction.layer2.11.conv1.0.1.running_mean", "feature_extraction.layer2.11.conv1.0.1.running_var", "feature_extraction.layer2.11.conv2.0.weight", "feature_extraction.layer2.11.conv2.1.weight", "feature_extraction.layer2.11.conv2.1.bias", "feature_extraction.layer2.11.conv2.1.running_mean", "feature_extraction.layer2.11.conv2.1.running_var", "feature_extraction.layer2.12.conv1.0.0.weight", "feature_extraction.layer2.12.conv1.0.1.weight", "feature_extraction.layer2.12.conv1.0.1.bias", "feature_extraction.layer2.12.conv1.0.1.running_mean", "feature_extraction.layer2.12.conv1.0.1.running_var", "feature_extraction.layer2.12.conv2.0.weight", "feature_extraction.layer2.12.conv2.1.weight", "feature_extraction.layer2.12.conv2.1.bias", "feature_extraction.layer2.12.conv2.1.running_mean", "feature_extraction.layer2.12.conv2.1.running_var", "feature_extraction.layer2.13.conv1.0.0.weight", "feature_extraction.layer2.13.conv1.0.1.weight", "feature_extraction.layer2.13.conv1.0.1.bias", "feature_extraction.layer2.13.conv1.0.1.running_mean", "feature_extraction.layer2.13.conv1.0.1.running_var", "feature_extraction.layer2.13.conv2.0.weight", "feature_extraction.layer2.13.conv2.1.weight", "feature_extraction.layer2.13.conv2.1.bias", "feature_extraction.layer2.13.conv2.1.running_mean", "feature_extraction.layer2.13.conv2.1.running_var", "feature_extraction.layer2.14.conv1.0.0.weight", "feature_extraction.layer2.14.conv1.0.1.weight", "feature_extraction.layer2.14.conv1.0.1.bias", "feature_extraction.layer2.14.conv1.0.1.running_mean", "feature_extraction.layer2.14.conv1.0.1.running_var", "feature_extraction.layer2.14.conv2.0.weight", "feature_extraction.layer2.14.conv2.1.weight", "feature_extraction.layer2.14.conv2.1.bias", "feature_extraction.layer2.14.conv2.1.running_mean", "feature_extraction.layer2.14.conv2.1.running_var", "feature_extraction.layer2.15.conv1.0.0.weight", "feature_extraction.layer2.15.conv1.0.1.weight", "feature_extraction.layer2.15.conv1.0.1.bias", "feature_extraction.layer2.15.conv1.0.1.running_mean", "feature_extraction.layer2.15.conv1.0.1.running_var", "feature_extraction.layer2.15.conv2.0.weight", "feature_extraction.layer2.15.conv2.1.weight", "feature_extraction.layer2.15.conv2.1.bias", "feature_extraction.layer2.15.conv2.1.running_mean", "feature_extraction.layer2.15.conv2.1.running_var", "feature_extraction.layer3.0.conv1.0.0.weight", "feature_extraction.layer3.0.conv1.0.1.weight", "feature_extraction.layer3.0.conv1.0.1.bias", "feature_extraction.layer3.0.conv1.0.1.running_mean", "feature_extraction.layer3.0.conv1.0.1.running_var", "feature_extraction.layer3.0.conv2.0.weight", "feature_extraction.layer3.0.conv2.1.weight", "feature_extraction.layer3.0.conv2.1.bias", "feature_extraction.layer3.0.conv2.1.running_mean", "feature_extraction.layer3.0.conv2.1.running_var", "feature_extraction.layer3.0.downsample.0.weight", "feature_extraction.layer3.0.downsample.1.weight", "feature_extraction.layer3.0.downsample.1.bias", "feature_extraction.layer3.0.downsample.1.running_mean", "feature_extraction.layer3.0.downsample.1.running_var", "feature_extraction.layer3.1.conv1.0.0.weight", "feature_extraction.layer3.1.conv1.0.1.weight", "feature_extraction.layer3.1.conv1.0.1.bias", "feature_extraction.layer3.1.conv1.0.1.running_mean", "feature_extraction.layer3.1.conv1.0.1.running_var", "feature_extraction.layer3.1.conv2.0.weight", "feature_extraction.layer3.1.conv2.1.weight", "feature_extraction.layer3.1.conv2.1.bias", "feature_extraction.layer3.1.conv2.1.running_mean", "feature_extraction.layer3.1.conv2.1.running_var", "feature_extraction.layer3.2.conv1.0.0.weight", "feature_extraction.layer3.2.conv1.0.1.weight", "feature_extraction.layer3.2.conv1.0.1.bias", "feature_extraction.layer3.2.conv1.0.1.running_mean", "feature_extraction.layer3.2.conv1.0.1.running_var", "feature_extraction.layer3.2.conv2.0.weight", "feature_extraction.layer3.2.conv2.1.weight", "feature_extraction.layer3.2.conv2.1.bias", "feature_extraction.layer3.2.conv2.1.running_mean", "feature_extraction.layer3.2.conv2.1.running_var", "feature_extraction.layer4.0.conv1.0.0.weight", "feature_extraction.layer4.0.conv1.0.1.weight", "feature_extraction.layer4.0.conv1.0.1.bias", "feature_extraction.layer4.0.conv1.0.1.running_mean", "feature_extraction.layer4.0.conv1.0.1.running_var", "feature_extraction.layer4.0.conv2.0.weight", "feature_extraction.layer4.0.conv2.1.weight", "feature_extraction.layer4.0.conv2.1.bias", "feature_extraction.layer4.0.conv2.1.running_mean", "feature_extraction.layer4.0.conv2.1.running_var", "feature_extraction.layer4.1.conv1.0.0.weight", "feature_extraction.layer4.1.conv1.0.1.weight", "feature_extraction.layer4.1.conv1.0.1.bias", "feature_extraction.layer4.1.conv1.0.1.running_mean", "feature_extraction.layer4.1.conv1.0.1.running_var", "feature_extraction.layer4.1.conv2.0.weight", "feature_extraction.layer4.1.conv2.1.weight", "feature_extraction.layer4.1.conv2.1.bias", "feature_extraction.layer4.1.conv2.1.running_mean", "feature_extraction.layer4.1.conv2.1.running_var", "feature_extraction.layer4.2.conv1.0.0.weight", "feature_extraction.layer4.2.conv1.0.1.weight", "feature_extraction.layer4.2.conv1.0.1.bias", "feature_extraction.layer4.2.conv1.0.1.running_mean", "feature_extraction.layer4.2.conv1.0.1.running_var", "feature_extraction.layer4.2.conv2.0.weight", "feature_extraction.layer4.2.conv2.1.weight", "feature_extraction.layer4.2.conv2.1.bias", "feature_extraction.layer4.2.conv2.1.running_mean", "feature_extraction.layer4.2.conv2.1.running_var", "concatconv.0.0.weight", "concatconv.0.1.weight", "concatconv.0.1.bias", "concatconv.0.1.running_mean", "concatconv.0.1.running_var", "concatconv.2.weight", "patch.weight", "patch_l1.weight", "patch_l2.weight", "patch_l3.weight", "dres1_att.0.0.weight", "dres1_att.0.1.weight", "dres1_att.0.1.bias", "dres1_att.0.1.running_mean", "dres1_att.0.1.running_var", "dres1_att.2.0.weight", "dres1_att.2.1.weight", "dres1_att.2.1.bias", "dres1_att.2.1.running_mean", "dres1_att.2.1.running_var", "dres2_att.conv1.0.0.weight", "dres2_att.conv1.0.1.weight", "dres2_att.conv1.0.1.bias", "dres2_att.conv1.0.1.running_mean", "dres2_att.conv1.0.1.running_var", "dres2_att.conv2.0.0.weight", "dres2_att.conv2.0.1.weight", "dres2_att.conv2.0.1.bias", "dres2_att.conv2.0.1.running_mean", "dres2_att.conv2.0.1.running_var", "dres2_att.conv3.0.0.weight", "dres2_att.conv3.0.1.weight", "dres2_att.conv3.0.1.bias", "dres2_att.conv3.0.1.running_mean", "dres2_att.conv3.0.1.running_var", "dres2_att.conv4.0.0.weight", "dres2_att.conv4.0.1.weight", "dres2_att.conv4.0.1.bias", "dres2_att.conv4.0.1.running_mean", "dres2_att.conv4.0.1.running_var", "dres2_att.attention_block.qkv_3d.weight", "dres2_att.attention_block.qkv_3d.bias", "dres2_att.attention_block.final1x1.weight", "dres2_att.attention_block.final1x1.bias", "dres2_att.conv5.0.weight", "dres2_att.conv5.1.weight", "dres2_att.conv5.1.bias", "dres2_att.conv5.1.running_mean", "dres2_att.conv5.1.running_var", "dres2_att.conv6.0.weight", "dres2_att.conv6.1.weight", "dres2_att.conv6.1.bias", "dres2_att.conv6.1.running_mean", "dres2_att.conv6.1.running_var", "dres2_att.redir1.0.weight", "dres2_att.redir1.1.weight", "dres2_att.redir1.1.bias", "dres2_att.redir1.1.running_mean", "dres2_att.redir1.1.running_var", "dres2_att.redir2.0.weight", "dres2_att.redir2.1.weight", "dres2_att.redir2.1.bias", "dres2_att.redir2.1.running_mean", "dres2_att.redir2.1.running_var", "classif_att.0.0.weight", "classif_att.0.1.weight", "classif_att.0.1.bias", "classif_att.0.1.running_mean", "classif_att.0.1.running_var", "classif_att.2.weight", "dres0.0.0.weight", "dres0.0.1.weight", "dres0.0.1.bias", "dres0.0.1.running_mean", "dres0.0.1.running_var", "dres0.2.0.weight", "dres0.2.1.weight", "dres0.2.1.bias", "dres0.2.1.running_mean", "dres0.2.1.running_var", "dres1.0.0.weight", "dres1.0.1.weight", "dres1.0.1.bias", "dres1.0.1.running_mean", "dres1.0.1.running_var", "dres1.2.0.weight", "dres1.2.1.weight", "dres1.2.1.bias", "dres1.2.1.running_mean", "dres1.2.1.running_var", "dres2.conv1.0.0.weight", "dres2.conv1.0.1.weight", "dres2.conv1.0.1.bias", "dres2.conv1.0.1.running_mean", "dres2.conv1.0.1.running_var", "dres2.conv2.0.0.weight", "dres2.conv2.0.1.weight", "dres2.conv2.0.1.bias", "dres2.conv2.0.1.running_mean", "dres2.conv2.0.1.running_var", "dres2.conv3.0.0.weight", "dres2.conv3.0.1.weight", "dres2.conv3.0.1.bias", "dres2.conv3.0.1.running_mean", "dres2.conv3.0.1.running_var", "dres2.conv4.0.0.weight", "dres2.conv4.0.1.weight", "dres2.conv4.0.1.bias", "dres2.conv4.0.1.running_mean", "dres2.conv4.0.1.running_var", "dres2.attention_block.qkv_3d.weight", "dres2.attention_block.qkv_3d.bias", "dres2.attention_block.final1x1.weight", "dres2.attention_block.final1x1.bias", "dres2.conv5.0.weight", "dres2.conv5.1.weight", "dres2.conv5.1.bias", "dres2.conv5.1.running_mean", "dres2.conv5.1.running_var", "dres2.conv6.0.weight", "dres2.conv6.1.weight", "dres2.conv6.1.bias", "dres2.conv6.1.running_mean", "dres2.conv6.1.running_var", "dres2.redir1.0.weight", "dres2.redir1.1.weight", "dres2.redir1.1.bias", "dres2.redir1.1.running_mean", "dres2.redir1.1.running_var", "dres2.redir2.0.weight", "dres2.redir2.1.weight", "dres2.redir2.1.bias", "dres2.redir2.1.running_mean", "dres2.redir2.1.running_var", "dres3.conv1.0.0.weight", "dres3.conv1.0.1.weight", "dres3.conv1.0.1.bias", "dres3.conv1.0.1.running_mean", "dres3.conv1.0.1.running_var", "dres3.conv2.0.0.weight", "dres3.conv2.0.1.weight", "dres3.conv2.0.1.bias", "dres3.conv2.0.1.running_mean", "dres3.conv2.0.1.running_var", "dres3.conv3.0.0.weight", "dres3.conv3.0.1.weight", "dres3.conv3.0.1.bias", "dres3.conv3.0.1.running_mean", "dres3.conv3.0.1.running_var", "dres3.conv4.0.0.weight", "dres3.conv4.0.1.weight", "dres3.conv4.0.1.bias", "dres3.conv4.0.1.running_mean", "dres3.conv4.0.1.running_var", "dres3.attention_block.qkv_3d.weight", "dres3.attention_block.qkv_3d.bias", "dres3.attention_block.final1x1.weight", "dres3.attention_block.final1x1.bias", "dres3.conv5.0.weight", "dres3.conv5.1.weight", "dres3.conv5.1.bias", "dres3.conv5.1.running_mean", "dres3.conv5.1.running_var", "dres3.conv6.0.weight", "dres3.conv6.1.weight", "dres3.conv6.1.bias", "dres3.conv6.1.running_mean", "dres3.conv6.1.running_var", "dres3.redir1.0.weight", "dres3.redir1.1.weight", "dres3.redir1.1.bias", "dres3.redir1.1.running_mean", "dres3.redir1.1.running_var", "dres3.redir2.0.weight", "dres3.redir2.1.weight", "dres3.redir2.1.bias", "dres3.redir2.1.running_mean", "dres3.redir2.1.running_var", "classif0.0.0.weight", "classif0.0.1.weight", "classif0.0.1.bias", "classif0.0.1.running_mean", "classif0.0.1.running_var", "classif0.2.weight", "classif1.0.0.weight", "classif1.0.1.weight", "classif1.0.1.bias", "classif1.0.1.running_mean", "classif1.0.1.running_var", "classif1.2.weight", "classif2.0.0.weight", "classif2.0.1.weight", "classif2.0.1.bias", "classif2.0.1.running_mean", "classif2.0.1.running_var", "classif2.2.weight". Unexpected key(s) in state_dict: "module.feature_extraction.firstconv.0.0.weight", "module.feature_extraction.firstconv.0.1.weight", "module.feature_extraction.firstconv.0.1.bias", "module.feature_extraction.firstconv.0.1.running_mean", "module.feature_extraction.firstconv.0.1.running_var", "module.feature_extraction.firstconv.0.1.num_batches_tracked", "module.feature_extraction.firstconv.2.0.weight", "module.feature_extraction.firstconv.2.1.weight", "module.feature_extraction.firstconv.2.1.bias", "module.feature_extraction.firstconv.2.1.running_mean", "module.feature_extraction.firstconv.2.1.running_var", "module.feature_extraction.firstconv.2.1.num_batches_tracked", "module.feature_extraction.firstconv.4.0.weight", "module.feature_extraction.firstconv.4.1.weight", "module.feature_extraction.firstconv.4.1.bias", "module.feature_extraction.firstconv.4.1.running_mean", "module.feature_extraction.firstconv.4.1.running_var", "module.feature_extraction.firstconv.4.1.num_batches_tracked", "module.feature_extraction.layer1.0.conv1.0.0.weight", "module.feature_extraction.layer1.0.conv1.0.1.weight", "module.feature_extraction.layer1.0.conv1.0.1.bias", "module.feature_extraction.layer1.0.conv1.0.1.running_mean", "module.feature_extraction.layer1.0.conv1.0.1.running_var", "module.feature_extraction.layer1.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.0.conv2.0.weight", "module.feature_extraction.layer1.0.conv2.1.weight", "module.feature_extraction.layer1.0.conv2.1.bias", "module.feature_extraction.layer1.0.conv2.1.running_mean", "module.feature_extraction.layer1.0.conv2.1.running_var", "module.feature_extraction.layer1.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer1.1.conv1.0.0.weight", "module.feature_extraction.layer1.1.conv1.0.1.weight", "module.feature_extraction.layer1.1.conv1.0.1.bias", "module.feature_extraction.layer1.1.conv1.0.1.running_mean", "module.feature_extraction.layer1.1.conv1.0.1.running_var", "module.feature_extraction.layer1.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.1.conv2.0.weight", "module.feature_extraction.layer1.1.conv2.1.weight", "module.feature_extraction.layer1.1.conv2.1.bias", "module.feature_extraction.layer1.1.conv2.1.running_mean", "module.feature_extraction.layer1.1.conv2.1.running_var", "module.feature_extraction.layer1.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer1.2.conv1.0.0.weight", "module.feature_extraction.layer1.2.conv1.0.1.weight", "module.feature_extraction.layer1.2.conv1.0.1.bias", "module.feature_extraction.layer1.2.conv1.0.1.running_mean", "module.feature_extraction.layer1.2.conv1.0.1.running_var", "module.feature_extraction.layer1.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer1.2.conv2.0.weight", "module.feature_extraction.layer1.2.conv2.1.weight", "module.feature_extraction.layer1.2.conv2.1.bias", "module.feature_extraction.layer1.2.conv2.1.running_mean", "module.feature_extraction.layer1.2.conv2.1.running_var", "module.feature_extraction.layer1.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.0.conv1.0.0.weight", "module.feature_extraction.layer2.0.conv1.0.1.weight", "module.feature_extraction.layer2.0.conv1.0.1.bias", "module.feature_extraction.layer2.0.conv1.0.1.running_mean", "module.feature_extraction.layer2.0.conv1.0.1.running_var", "module.feature_extraction.layer2.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.0.conv2.0.weight", "module.feature_extraction.layer2.0.conv2.1.weight", "module.feature_extraction.layer2.0.conv2.1.bias", "module.feature_extraction.layer2.0.conv2.1.running_mean", "module.feature_extraction.layer2.0.conv2.1.running_var", "module.feature_extraction.layer2.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.0.downsample.0.weight", "module.feature_extraction.layer2.0.downsample.1.weight", "module.feature_extraction.layer2.0.downsample.1.bias", "module.feature_extraction.layer2.0.downsample.1.running_mean", "module.feature_extraction.layer2.0.downsample.1.running_var", "module.feature_extraction.layer2.0.downsample.1.num_batches_tracked", "module.feature_extraction.layer2.1.conv1.0.0.weight", "module.feature_extraction.layer2.1.conv1.0.1.weight", "module.feature_extraction.layer2.1.conv1.0.1.bias", "module.feature_extraction.layer2.1.conv1.0.1.running_mean", "module.feature_extraction.layer2.1.conv1.0.1.running_var", "module.feature_extraction.layer2.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.1.conv2.0.weight", "module.feature_extraction.layer2.1.conv2.1.weight", "module.feature_extraction.layer2.1.conv2.1.bias", "module.feature_extraction.layer2.1.conv2.1.running_mean", "module.feature_extraction.layer2.1.conv2.1.running_var", "module.feature_extraction.layer2.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.2.conv1.0.0.weight", "module.feature_extraction.layer2.2.conv1.0.1.weight", "module.feature_extraction.layer2.2.conv1.0.1.bias", "module.feature_extraction.layer2.2.conv1.0.1.running_mean", "module.feature_extraction.layer2.2.conv1.0.1.running_var", "module.feature_extraction.layer2.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.2.conv2.0.weight", "module.feature_extraction.layer2.2.conv2.1.weight", "module.feature_extraction.layer2.2.conv2.1.bias", "module.feature_extraction.layer2.2.conv2.1.running_mean", "module.feature_extraction.layer2.2.conv2.1.running_var", "module.feature_extraction.layer2.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.3.conv1.0.0.weight", "module.feature_extraction.layer2.3.conv1.0.1.weight", "module.feature_extraction.layer2.3.conv1.0.1.bias", "module.feature_extraction.layer2.3.conv1.0.1.running_mean", "module.feature_extraction.layer2.3.conv1.0.1.running_var", "module.feature_extraction.layer2.3.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.3.conv2.0.weight", "module.feature_extraction.layer2.3.conv2.1.weight", "module.feature_extraction.layer2.3.conv2.1.bias", "module.feature_extraction.layer2.3.conv2.1.running_mean", "module.feature_extraction.layer2.3.conv2.1.running_var", "module.feature_extraction.layer2.3.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.4.conv1.0.0.weight", "module.feature_extraction.layer2.4.conv1.0.1.weight", "module.feature_extraction.layer2.4.conv1.0.1.bias", "module.feature_extraction.layer2.4.conv1.0.1.running_mean", "module.feature_extraction.layer2.4.conv1.0.1.running_var", "module.feature_extraction.layer2.4.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.4.conv2.0.weight", "module.feature_extraction.layer2.4.conv2.1.weight", "module.feature_extraction.layer2.4.conv2.1.bias", "module.feature_extraction.layer2.4.conv2.1.running_mean", "module.feature_extraction.layer2.4.conv2.1.running_var", "module.feature_extraction.layer2.4.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.5.conv1.0.0.weight", "module.feature_extraction.layer2.5.conv1.0.1.weight", "module.feature_extraction.layer2.5.conv1.0.1.bias", "module.feature_extraction.layer2.5.conv1.0.1.running_mean", "module.feature_extraction.layer2.5.conv1.0.1.running_var", "module.feature_extraction.layer2.5.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.5.conv2.0.weight", "module.feature_extraction.layer2.5.conv2.1.weight", "module.feature_extraction.layer2.5.conv2.1.bias", "module.feature_extraction.layer2.5.conv2.1.running_mean", "module.feature_extraction.layer2.5.conv2.1.running_var", "module.feature_extraction.layer2.5.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.6.conv1.0.0.weight", "module.feature_extraction.layer2.6.conv1.0.1.weight", "module.feature_extraction.layer2.6.conv1.0.1.bias", "module.feature_extraction.layer2.6.conv1.0.1.running_mean", "module.feature_extraction.layer2.6.conv1.0.1.running_var", "module.feature_extraction.layer2.6.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.6.conv2.0.weight", "module.feature_extraction.layer2.6.conv2.1.weight", "module.feature_extraction.layer2.6.conv2.1.bias", "module.feature_extraction.layer2.6.conv2.1.running_mean", "module.feature_extraction.layer2.6.conv2.1.running_var", "module.feature_extraction.layer2.6.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.7.conv1.0.0.weight", "module.feature_extraction.layer2.7.conv1.0.1.weight", "module.feature_extraction.layer2.7.conv1.0.1.bias", "module.feature_extraction.layer2.7.conv1.0.1.running_mean", "module.feature_extraction.layer2.7.conv1.0.1.running_var", "module.feature_extraction.layer2.7.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.7.conv2.0.weight", "module.feature_extraction.layer2.7.conv2.1.weight", "module.feature_extraction.layer2.7.conv2.1.bias", "module.feature_extraction.layer2.7.conv2.1.running_mean", "module.feature_extraction.layer2.7.conv2.1.running_var", "module.feature_extraction.layer2.7.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.8.conv1.0.0.weight", "module.feature_extraction.layer2.8.conv1.0.1.weight", "module.feature_extraction.layer2.8.conv1.0.1.bias", "module.feature_extraction.layer2.8.conv1.0.1.running_mean", "module.feature_extraction.layer2.8.conv1.0.1.running_var", "module.feature_extraction.layer2.8.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.8.conv2.0.weight", "module.feature_extraction.layer2.8.conv2.1.weight", "module.feature_extraction.layer2.8.conv2.1.bias", "module.feature_extraction.layer2.8.conv2.1.running_mean", "module.feature_extraction.layer2.8.conv2.1.running_var", "module.feature_extraction.layer2.8.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.9.conv1.0.0.weight", "module.feature_extraction.layer2.9.conv1.0.1.weight", "module.feature_extraction.layer2.9.conv1.0.1.bias", "module.feature_extraction.layer2.9.conv1.0.1.running_mean", "module.feature_extraction.layer2.9.conv1.0.1.running_var", "module.feature_extraction.layer2.9.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.9.conv2.0.weight", "module.feature_extraction.layer2.9.conv2.1.weight", "module.feature_extraction.layer2.9.conv2.1.bias", "module.feature_extraction.layer2.9.conv2.1.running_mean", "module.feature_extraction.layer2.9.conv2.1.running_var", "module.feature_extraction.layer2.9.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.10.conv1.0.0.weight", "module.feature_extraction.layer2.10.conv1.0.1.weight", "module.feature_extraction.layer2.10.conv1.0.1.bias", "module.feature_extraction.layer2.10.conv1.0.1.running_mean", "module.feature_extraction.layer2.10.conv1.0.1.running_var", "module.feature_extraction.layer2.10.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.10.conv2.0.weight", "module.feature_extraction.layer2.10.conv2.1.weight", "module.feature_extraction.layer2.10.conv2.1.bias", "module.feature_extraction.layer2.10.conv2.1.running_mean", "module.feature_extraction.layer2.10.conv2.1.running_var", "module.feature_extraction.layer2.10.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.11.conv1.0.0.weight", "module.feature_extraction.layer2.11.conv1.0.1.weight", "module.feature_extraction.layer2.11.conv1.0.1.bias", "module.feature_extraction.layer2.11.conv1.0.1.running_mean", "module.feature_extraction.layer2.11.conv1.0.1.running_var", "module.feature_extraction.layer2.11.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.11.conv2.0.weight", "module.feature_extraction.layer2.11.conv2.1.weight", "module.feature_extraction.layer2.11.conv2.1.bias", "module.feature_extraction.layer2.11.conv2.1.running_mean", "module.feature_extraction.layer2.11.conv2.1.running_var", "module.feature_extraction.layer2.11.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.12.conv1.0.0.weight", "module.feature_extraction.layer2.12.conv1.0.1.weight", "module.feature_extraction.layer2.12.conv1.0.1.bias", "module.feature_extraction.layer2.12.conv1.0.1.running_mean", "module.feature_extraction.layer2.12.conv1.0.1.running_var", "module.feature_extraction.layer2.12.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.12.conv2.0.weight", "module.feature_extraction.layer2.12.conv2.1.weight", "module.feature_extraction.layer2.12.conv2.1.bias", "module.feature_extraction.layer2.12.conv2.1.running_mean", "module.feature_extraction.layer2.12.conv2.1.running_var", "module.feature_extraction.layer2.12.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.13.conv1.0.0.weight", "module.feature_extraction.layer2.13.conv1.0.1.weight", "module.feature_extraction.layer2.13.conv1.0.1.bias", "module.feature_extraction.layer2.13.conv1.0.1.running_mean", "module.feature_extraction.layer2.13.conv1.0.1.running_var", "module.feature_extraction.layer2.13.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.13.conv2.0.weight", "module.feature_extraction.layer2.13.conv2.1.weight", "module.feature_extraction.layer2.13.conv2.1.bias", "module.feature_extraction.layer2.13.conv2.1.running_mean", "module.feature_extraction.layer2.13.conv2.1.running_var", "module.feature_extraction.layer2.13.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.14.conv1.0.0.weight", "module.feature_extraction.layer2.14.conv1.0.1.weight", "module.feature_extraction.layer2.14.conv1.0.1.bias", "module.feature_extraction.layer2.14.conv1.0.1.running_mean", "module.feature_extraction.layer2.14.conv1.0.1.running_var", "module.feature_extraction.layer2.14.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.14.conv2.0.weight", "module.feature_extraction.layer2.14.conv2.1.weight", "module.feature_extraction.layer2.14.conv2.1.bias", "module.feature_extraction.layer2.14.conv2.1.running_mean", "module.feature_extraction.layer2.14.conv2.1.running_var", "module.feature_extraction.layer2.14.conv2.1.num_batches_tracked", "module.feature_extraction.layer2.15.conv1.0.0.weight", "module.feature_extraction.layer2.15.conv1.0.1.weight", "module.feature_extraction.layer2.15.conv1.0.1.bias", "module.feature_extraction.layer2.15.conv1.0.1.running_mean", "module.feature_extraction.layer2.15.conv1.0.1.running_var", "module.feature_extraction.layer2.15.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer2.15.conv2.0.weight", "module.feature_extraction.layer2.15.conv2.1.weight", "module.feature_extraction.layer2.15.conv2.1.bias", "module.feature_extraction.layer2.15.conv2.1.running_mean", "module.feature_extraction.layer2.15.conv2.1.running_var", "module.feature_extraction.layer2.15.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.0.conv1.0.0.weight", "module.feature_extraction.layer3.0.conv1.0.1.weight", "module.feature_extraction.layer3.0.conv1.0.1.bias", "module.feature_extraction.layer3.0.conv1.0.1.running_mean", "module.feature_extraction.layer3.0.conv1.0.1.running_var", "module.feature_extraction.layer3.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.0.conv2.0.weight", "module.feature_extraction.layer3.0.conv2.1.weight", "module.feature_extraction.layer3.0.conv2.1.bias", "module.feature_extraction.layer3.0.conv2.1.running_mean", "module.feature_extraction.layer3.0.conv2.1.running_var", "module.feature_extraction.layer3.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.0.downsample.0.weight", "module.feature_extraction.layer3.0.downsample.1.weight", "module.feature_extraction.layer3.0.downsample.1.bias", "module.feature_extraction.layer3.0.downsample.1.running_mean", "module.feature_extraction.layer3.0.downsample.1.running_var", "module.feature_extraction.layer3.0.downsample.1.num_batches_tracked", "module.feature_extraction.layer3.1.conv1.0.0.weight", "module.feature_extraction.layer3.1.conv1.0.1.weight", "module.feature_extraction.layer3.1.conv1.0.1.bias", "module.feature_extraction.layer3.1.conv1.0.1.running_mean", "module.feature_extraction.layer3.1.conv1.0.1.running_var", "module.feature_extraction.layer3.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.1.conv2.0.weight", "module.feature_extraction.layer3.1.conv2.1.weight", "module.feature_extraction.layer3.1.conv2.1.bias", "module.feature_extraction.layer3.1.conv2.1.running_mean", "module.feature_extraction.layer3.1.conv2.1.running_var", "module.feature_extraction.layer3.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer3.2.conv1.0.0.weight", "module.feature_extraction.layer3.2.conv1.0.1.weight", "module.feature_extraction.layer3.2.conv1.0.1.bias", "module.feature_extraction.layer3.2.conv1.0.1.running_mean", "module.feature_extraction.layer3.2.conv1.0.1.running_var", "module.feature_extraction.layer3.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer3.2.conv2.0.weight", "module.feature_extraction.layer3.2.conv2.1.weight", "module.feature_extraction.layer3.2.conv2.1.bias", "module.feature_extraction.layer3.2.conv2.1.running_mean", "module.feature_extraction.layer3.2.conv2.1.running_var", "module.feature_extraction.layer3.2.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.0.conv1.0.0.weight", "module.feature_extraction.layer4.0.conv1.0.1.weight", "module.feature_extraction.layer4.0.conv1.0.1.bias", "module.feature_extraction.layer4.0.conv1.0.1.running_mean", "module.feature_extraction.layer4.0.conv1.0.1.running_var", "module.feature_extraction.layer4.0.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.0.conv2.0.weight", "module.feature_extraction.layer4.0.conv2.1.weight", "module.feature_extraction.layer4.0.conv2.1.bias", "module.feature_extraction.layer4.0.conv2.1.running_mean", "module.feature_extraction.layer4.0.conv2.1.running_var", "module.feature_extraction.layer4.0.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.1.conv1.0.0.weight", "module.feature_extraction.layer4.1.conv1.0.1.weight", "module.feature_extraction.layer4.1.conv1.0.1.bias", "module.feature_extraction.layer4.1.conv1.0.1.running_mean", "module.feature_extraction.layer4.1.conv1.0.1.running_var", "module.feature_extraction.layer4.1.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.1.conv2.0.weight", "module.feature_extraction.layer4.1.conv2.1.weight", "module.feature_extraction.layer4.1.conv2.1.bias", "module.feature_extraction.layer4.1.conv2.1.running_mean", "module.feature_extraction.layer4.1.conv2.1.running_var", "module.feature_extraction.layer4.1.conv2.1.num_batches_tracked", "module.feature_extraction.layer4.2.conv1.0.0.weight", "module.feature_extraction.layer4.2.conv1.0.1.weight", "module.feature_extraction.layer4.2.conv1.0.1.bias", "module.feature_extraction.layer4.2.conv1.0.1.running_mean", "module.feature_extraction.layer4.2.conv1.0.1.running_var", "module.feature_extraction.layer4.2.conv1.0.1.num_batches_tracked", "module.feature_extraction.layer4.2.conv2.0.weight", "module.feature_extraction.layer4.2.conv2.1.weight", "module.feature_extraction.layer4.2.conv2.1.bias", "module.feature_extraction.layer4.2.conv2.1.running_mean", "module.feature_extraction.layer4.2.conv2.1.running_var", "module.feature_extraction.layer4.2.conv2.1.num_batches_tracked", "module.concatconv.0.0.weight", "module.concatconv.0.1.weight", "module.concatconv.0.1.bias", "module.concatconv.0.1.running_mean", "module.concatconv.0.1.running_var", "module.concatconv.0.1.num_batches_tracked", "module.concatconv.2.weight", "module.patch.weight", "module.patch_l1.weight", "module.patch_l2.weight", "module.patch_l3.weight", "module.dres1_att.0.0.weight", "module.dres1_att.0.1.weight", "module.dres1_att.0.1.bias", "module.dres1_att.0.1.running_mean", "module.dres1_att.0.1.running_var", "module.dres1_att.0.1.num_batches_tracked", "module.dres1_att.2.0.weight", "module.dres1_att.2.1.weight", "module.dres1_att.2.1.bias", "module.dres1_att.2.1.running_mean", "module.dres1_att.2.1.running_var", "module.dres1_att.2.1.num_batches_tracked", "module.dres2_att.conv1.0.0.weight", "module.dres2_att.conv1.0.1.weight", "module.dres2_att.conv1.0.1.bias", "module.dres2_att.conv1.0.1.running_mean", "module.dres2_att.conv1.0.1.running_var", "module.dres2_att.conv1.0.1.num_batches_tracked", "module.dres2_att.conv2.0.0.weight", "module.dres2_att.conv2.0.1.weight", "module.dres2_att.conv2.0.1.bias", "module.dres2_att.conv2.0.1.running_mean", "module.dres2_att.conv2.0.1.running_var", "module.dres2_att.conv2.0.1.num_batches_tracked", "module.dres2_att.conv3.0.0.weight", "module.dres2_att.conv3.0.1.weight", "module.dres2_att.conv3.0.1.bias", "module.dres2_att.conv3.0.1.running_mean", "module.dres2_att.conv3.0.1.running_var", "module.dres2_att.conv3.0.1.num_batches_tracked", "module.dres2_att.conv4.0.0.weight", "module.dres2_att.conv4.0.1.weight", "module.dres2_att.conv4.0.1.bias", "module.dres2_att.conv4.0.1.running_mean", "module.dres2_att.conv4.0.1.running_var", "module.dres2_att.conv4.0.1.num_batches_tracked", "module.dres2_att.attention_block.qkv_3d.weight", "module.dres2_att.attention_block.qkv_3d.bias", "module.dres2_att.attention_block.final1x1.weight", "module.dres2_att.attention_block.final1x1.bias", "module.dres2_att.conv5.0.weight", "module.dres2_att.conv5.1.weight", "module.dres2_att.conv5.1.bias", "module.dres2_att.conv5.1.running_mean", "module.dres2_att.conv5.1.running_var", "module.dres2_att.conv5.1.num_batches_tracked", "module.dres2_att.conv6.0.weight", "module.dres2_att.conv6.1.weight", "module.dres2_att.conv6.1.bias", "module.dres2_att.conv6.1.running_mean", "module.dres2_att.conv6.1.running_var", "module.dres2_att.conv6.1.num_batches_tracked", "module.dres2_att.redir1.0.weight", "module.dres2_att.redir1.1.weight", "module.dres2_att.redir1.1.bias", "module.dres2_att.redir1.1.running_mean", "module.dres2_att.redir1.1.running_var", "module.dres2_att.redir1.1.num_batches_tracked", "module.dres2_att.redir2.0.weight", "module.dres2_att.redir2.1.weight", "module.dres2_att.redir2.1.bias", "module.dres2_att.redir2.1.running_mean", "module.dres2_att.redir2.1.running_var", "module.dres2_att.redir2.1.num_batches_tracked", "module.classif_att.0.0.weight", "module.classif_att.0.1.weight", "module.classif_att.0.1.bias", "module.classif_att.0.1.running_mean", "module.classif_att.0.1.running_var", "module.classif_att.0.1.num_batches_tracked", "module.classif_att.2.weight", "module.dres0.0.0.weight", "module.dres0.0.1.weight", "module.dres0.0.1.bias", "module.dres0.0.1.running_mean", "module.dres0.0.1.running_var", "module.dres0.0.1.num_batches_tracked", "module.dres0.2.0.weight", "module.dres0.2.1.weight", "module.dres0.2.1.bias", "module.dres0.2.1.running_mean", "module.dres0.2.1.running_var", "module.dres0.2.1.num_batches_tracked", "module.dres1.0.0.weight", "module.dres1.0.1.weight", "module.dres1.0.1.bias", "module.dres1.0.1.running_mean", "module.dres1.0.1.running_var", "module.dres1.0.1.num_batches_tracked", "module.dres1.2.0.weight", "module.dres1.2.1.weight", "module.dres1.2.1.bias", "module.dres1.2.1.running_mean", "module.dres1.2.1.running_var", "module.dres1.2.1.num_batches_tracked", "module.dres2.conv1.0.0.weight", "module.dres2.conv1.0.1.weight", "module.dres2.conv1.0.1.bias", "module.dres2.conv1.0.1.running_mean", "module.dres2.conv1.0.1.running_var", "module.dres2.conv1.0.1.num_batches_tracked", "module.dres2.conv2.0.0.weight", "module.dres2.conv2.0.1.weight", "module.dres2.conv2.0.1.bias", "module.dres2.conv2.0.1.running_mean", "module.dres2.conv2.0.1.running_var", "module.dres2.conv2.0.1.num_batches_tracked", "module.dres2.conv3.0.0.weight", "module.dres2.conv3.0.1.weight", "module.dres2.conv3.0.1.bias", "module.dres2.conv3.0.1.running_mean", "module.dres2.conv3.0.1.running_var", "module.dres2.conv3.0.1.num_batches_tracked", "module.dres2.conv4.0.0.weight", "module.dres2.conv4.0.1.weight", "module.dres2.conv4.0.1.bias", "module.dres2.conv4.0.1.running_mean", "module.dres2.conv4.0.1.running_var", "module.dres2.conv4.0.1.num_batches_tracked", "module.dres2.attention_block.qkv_3d.weight", "module.dres2.attention_block.qkv_3d.bias", "module.dres2.attention_block.final1x1.weight", "module.dres2.attention_block.final1x1.bias", "module.dres2.conv5.0.weight", "module.dres2.conv5.1.weight", "module.dres2.conv5.1.bias", "module.dres2.conv5.1.running_mean", "module.dres2.conv5.1.running_var", "module.dres2.conv5.1.num_batches_tracked", "module.dres2.conv6.0.weight", "module.dres2.conv6.1.weight", "module.dres2.conv6.1.bias", "module.dres2.conv6.1.running_mean", "module.dres2.conv6.1.running_var", "module.dres2.conv6.1.num_batches_tracked", "module.dres2.redir1.0.weight", "module.dres2.redir1.1.weight", "module.dres2.redir1.1.bias", "module.dres2.redir1.1.running_mean", "module.dres2.redir1.1.running_var", "module.dres2.redir1.1.num_batches_tracked", "module.dres2.redir2.0.weight", "module.dres2.redir2.1.weight", "module.dres2.redir2.1.bias", "module.dres2.redir2.1.running_mean", "module.dres2.redir2.1.running_var", "module.dres2.redir2.1.num_batches_tracked", "module.dres3.conv1.0.0.weight", "module.dres3.conv1.0.1.weight", "module.dres3.conv1.0.1.bias", "module.dres3.conv1.0.1.running_mean", "module.dres3.conv1.0.1.running_var", "module.dres3.conv1.0.1.num_batches_tracked", "module.dres3.conv2.0.0.weight", "module.dres3.conv2.0.1.weight", "module.dres3.conv2.0.1.bias", "module.dres3.conv2.0.1.running_mean", "module.dres3.conv2.0.1.running_var", "module.dres3.conv2.0.1.num_batches_tracked", "module.dres3.conv3.0.0.weight", "module.dres3.conv3.0.1.weight", "module.dres3.conv3.0.1.bias", "module.dres3.conv3.0.1.running_mean", "module.dres3.conv3.0.1.running_var", "module.dres3.conv3.0.1.num_batches_tracked", "module.dres3.conv4.0.0.weight", "module.dres3.conv4.0.1.weight", "module.dres3.conv4.0.1.bias", "module.dres3.conv4.0.1.running_mean", "module.dres3.conv4.0.1.running_var", "module.dres3.conv4.0.1.num_batches_tracked", "module.dres3.attention_block.qkv_3d.weight", "module.dres3.attention_block.qkv_3d.bias", "module.dres3.attention_block.final1x1.weight", "module.dres3.attention_block.final1x1.bias", "module.dres3.conv5.0.weight", "module.dres3.conv5.1.weight", "module.dres3.conv5.1.bias", "module.dres3.conv5.1.running_mean", "module.dres3.conv5.1.running_var", "module.dres3.conv5.1.num_batches_tracked", "module.dres3.conv6.0.weight", "module.dres3.conv6.1.weight", "module.dres3.conv6.1.bias", "module.dres3.conv6.1.running_mean", "module.dres3.conv6.1.running_var", "module.dres3.conv6.1.num_batches_tracked", "module.dres3.redir1.0.weight", "module.dres3.redir1.1.weight", "module.dres3.redir1.1.bias", "module.dres3.redir1.1.running_mean", "module.dres3.redir1.1.running_var", "module.dres3.redir1.1.num_batches_tracked", "module.dres3.redir2.0.weight", "module.dres3.redir2.1.weight", "module.dres3.redir2.1.bias", "module.dres3.redir2.1.running_mean", "module.dres3.redir2.1.running_var", "module.dres3.redir2.1.num_batches_tracked", "module.classif0.0.0.weight", "module.classif0.0.1.weight", "module.classif0.0.1.bias", "module.classif0.0.1.running_mean", "module.classif0.0.1.running_var", "module.classif0.0.1.num_batches_tracked", "module.classif0.2.weight", "module.classif1.0.0.weight", "module.classif1.0.1.weight", "module.classif1.0.1.bias", "module.classif1.0.1.running_mean", "module.classif1.0.1.running_var", "module.classif1.0.1.num_batches_tracked", "module.classif1.2.weight", "module.classif2.0.0.weight", "module.classif2.0.1.weight", "module.classif2.0.1.bias", "module.classif2.0.1.running_mean", "module.classif2.0.1.running_var", "module.classif2.0.1.num_batches_tracked", "module.classif2.2.weight".