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Revert links change (tensorflow#9990)
* Revert "fixing broken code repository links" This reverts commit 84c11ce. * Revert "[Docs] Fixing old model link (tensorflow#9886)" This reverts commit 524a890.
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tensorflow/docs_src/tutorials/deep_cnn.md

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## Code Organization
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The code for this tutorial resides in
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[`models/tutorials/image/cifar10/`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/).
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[`tensorflow_models/tutorials/image/cifar10/`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/).
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File | Purpose
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--- | ---
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[`cifar10_input.py`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/cifar10_input.py) | Reads the native CIFAR-10 binary file format.
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[`cifar10.py`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/cifar10.py) | Builds the CIFAR-10 model.
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[`cifar10_train.py`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/cifar10_train.py) | Trains a CIFAR-10 model on a CPU or GPU.
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[`cifar10_multi_gpu_train.py`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/cifar10_multi_gpu_train.py) | Trains a CIFAR-10 model on multiple GPUs.
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[`cifar10_eval.py`](https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10/cifar10_eval.py) | Evaluates the predictive performance of a CIFAR-10 model.
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[`cifar10_input.py`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/cifar10_input.py) | Reads the native CIFAR-10 binary file format.
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[`cifar10.py`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/cifar10.py) | Builds the CIFAR-10 model.
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[`cifar10_train.py`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/cifar10_train.py) | Trains a CIFAR-10 model on a CPU or GPU.
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[`cifar10_multi_gpu_train.py`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/cifar10_multi_gpu_train.py) | Trains a CIFAR-10 model on multiple GPUs.
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[`cifar10_eval.py`](https://www.tensorflow.org/code/tensorflow_models/tutorials/image/cifar10/cifar10_eval.py) | Evaluates the predictive performance of a CIFAR-10 model.
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## CIFAR-10 Model
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tensorflow/docs_src/tutorials/word2vec.md

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This basic example contains the code needed to download some data, train on it a
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bit and visualize the result. Once you get comfortable with reading and running
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the basic version, you can graduate to
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[models/tutorials/embedding/word2vec.py](https://github.com/tensorflow/models/blob/master/tutorials/embedding/word2vec.py)
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[tensorflow_models/tutorials/embedding/word2vec.py](https://www.tensorflow.org/code/tensorflow_models/tutorials/embedding/word2vec.py)
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which is a more serious implementation that showcases some more advanced
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TensorFlow principles about how to efficiently use threads to move data into a
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text model, how to checkpoint during training, etc.

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