When i add pretrained moded, it can not find parameters, could you tell me where i am wrong?

[cjt222]

WARNING:tensorflow:Variable feature_fusion/Conv_3/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_5/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_7/biases missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_6/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_1/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_8/biases missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_5/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_6/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_6/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_1/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_9/biases missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_4/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_7/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_3/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_4/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_1/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_3/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_8/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_2/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_2/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_4/BatchNorm/beta missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_5/BatchNorm/gamma missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_9/weights missing in checkpoint data/resnet_v1_50.ckpt
WARNING:tensorflow:Variable feature_fusion/Conv_2/weights missing in checkpoint data/resnet_v1_50.ckpt
@argman

[cvtower]

Dear @argman
personally, i am afraid this might not be an error, at least i could get pretty nice result(about 50000 steps training on private dataset) with this 'warning' log.
However, i do not have sufficient time to debug tf source code, may be we can check it if needed.
SW: Tensorflow 1.2 with GPU Centos 7.
BR

[cjt222]

in fact, after i download new resnet pretrained model, warning disappeared @cvtower

[dheeru999]

for me also same warnings it is displaying. Can you provide the correct resnet pretrained model link to download .

[argman]

this warning is normal, the parameters cannot be found is the newly added, we just need to load parameters from the base network.

[dhimanpd]

@cjt222 Can you please share the URL to downlaad new resnet pretrained model. I am getting same warning with the model downloaded using following URL. http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz

@argman Any idea on how to load parameters from base network?

[argman]

@dhimanpd the warning can be ignored, these missing variables are the parameters

[saifhassan]

@argman I am running it on colab.google.com with Tesla K80 graphics using following command but it taks too much time. It takes atleast 2 to 3 minutes to complete one step:

!python East-master/multigpu_train.py --gpu_list=1 --input_size=512 --batch_size_per_gpu=5 --checkpoint_path=East-master/model/ --text_scale=512 --training_data_path=East-master/images/ --geometry=RBOX --learning_rate=0.0001 --num_readers=24 --pretrained_model_path=drive/Colab/East-master/resnet_v1_50.ckpt

It gives same warning:
WARNING:tensorflow:Variable feature_fusion/Conv_9/weights missing in checkpoint east-master/resnet_v1_50.ckpt

Please guide or provide resnet model to avoid warning.

[saifhassan]

@cjt222 can u provide link for new resnet model