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GoogleNet does not work on imagenet #559

@sakaia

Description

@sakaia

GoogLeNet does not run on imagenet training example.
Since googlenet model have multiple (logits etc) outputs.

To reproduce, do following instruction on Google Colab
'''
!wget https://s3.amazonaws.com/fast-ai-imageclas/imagenette-320.tgz
!tar xzf imagenette-320.tgz`
!git clone http://github.com/pytorch/examples
!pip uninstall -y torchvision
!git clone http://github.com/pytorch/vision
!cd vision;python setup.py install
!python examples/imagenet/main.py -a googlenet -j 2 -b 64 --epochs 10 imagenette-320/
'''

See following discussion
https://discuss.pytorch.org/t/question-about-googlenet/44896

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