├── README.md ├── code ├── 10_gan_models │ └── 10.3_model.py ├── 11_rnn_models │ ├── 11.1_rnn_cell_impl.py │ ├── 11.2_ptb_word_lm.py │ ├── 11.2_reader.py │ └── 11.2_seq2seq.py ├── 3_basic_concepts │ └── 3.6_best_practice.py ├── 4_data_io │ ├── 4.1_best_practice.py │ ├── 4.1_reader.py │ ├── 4.1_writer.py │ ├── 4.3_demo.py │ ├── 4.3_flags_demo.py │ ├── 4.3_flags_mnist.py │ └── 4.3_new_demo.py ├── 5_control_flow_analysis │ ├── 5.1_best_practice.py │ ├── 5.2_best_practice.py │ └── 5.2_trainer.py ├── 6_tensorboard │ ├── 6.2_best_practice.py │ ├── 6.3_best_practice.py │ ├── 6.3_mnist_softmax_histogram.py │ ├── 6.3_mnist_softmax_scalar.py │ └── 6.4_best_practice.py ├── 7_tf_serving │ └── 7.4_mnist_saved_model.py └── 9_cnn_models │ ├── 9.2_alexnet.py │ ├── 9.2_data_factory.py │ ├── 9.2_model_deploy.py │ ├── 9.2_nets_factory.py │ └── 9.2_train_image_classifier.py ├── contents.md ├── preface.md ├── recommendations.md └── text └── 1_overview ├── 1.0_overview.md ├── 1.1_introduction.md ├── 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