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Updates

Merged Tiago de Freitas Pereira requested to merge updates into master
  • config file from train.py accepts tensors as input
  • TFRecord, add keyword argument to flag the shuffling mechanism
  • Added InceptionResnetV1 in our basket of networks
  • Added an option to sum the regularization losses in the CrossEntropy loss
  • Implemented validation with embeddings (officially appending to the tensorboard)
  • Created method Trainer.load_variables_from_external_model that load variables from another model in the current graph
  • Implemented MeanSoftMaxLossCenterLoss (http://ydwen.github.io/papers/WenECCV16.pdf)
  • Patched InceptionV2 (Added the flag trainable for each variable in the model)
  • Implemented TFRecordImage (read, data augmentation, scaling and casting to float32)
  • Added data type as input in the TFRecord datashufflers

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