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README.md

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@@ -9,7 +9,6 @@ welcome](https://img.shields.io/badge/contributions-welcome-brightgreen.svg)](CO
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[![Gitter](https://img.shields.io/gitter/room/nwjs/nw.js.svg)](https://gitter.im/tensor2tensor/Lobby)
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[![License](https://img.shields.io/badge/License-Apache%202.0-brightgreen.svg)](https://opensource.org/licenses/Apache-2.0)
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[![Travis](https://img.shields.io/travis/tensorflow/tensor2tensor.svg)](https://travis-ci.org/tensorflow/tensor2tensor)
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[![Run on FH](https://static.floydhub.com/button/button-small.svg)](https://floydhub.com/run)
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[Tensor2Tensor](https://github.com/tensorflow/tensor2tensor), or
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[T2T](https://github.com/tensorflow/tensor2tensor) for short, is a library
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* [Adding your own components](#adding-your-own-components)
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* [Adding a dataset](#adding-a-dataset)
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* [Papers](#papers)
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* [Run on FloydHub](#run-on-floydhub)
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## Suggested Datasets and Models
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}
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```
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## Run on FloydHub
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[![Run on FloydHub](https://static.floydhub.com/button/button.svg)](https://floydhub.com/run)
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Click this button to open a [Workspace](https://blog.floydhub.com/workspaces/) on [FloydHub](https://www.floydhub.com/?utm_medium=readme&utm_source=tensor2tensor&utm_campaign=jul_2018). You can use the workspace to develop and test your code on a fully configured cloud GPU machine.
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Tensor2Tensor comes preinstalled in the environment, you can simply open a [Terminal](https://docs.floydhub.com/guides/workspace/#using-terminal) and run your code.
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```bash
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# Test the quick-start on a Workspace's Terminal with this command
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t2t-trainer \
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--generate_data \
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--data_dir=./t2t_data \
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--output_dir=./t2t_train/mnist \
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--problem=image_mnist \
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--model=shake_shake \
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--hparams_set=shake_shake_quick \
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--train_steps=1000 \
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--eval_steps=100
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```
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Note: Ensure compliance with the FloydHub [Terms of Service](https://www.floydhub.com/about/terms).
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Tensor2Tensor was used to develop a number of state-of-the-art models
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and deep learning methods. Here we list some papers that were based on T2T
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from the start and benefited from its features and architecture in ways

floyd.yml

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floyd_requirements.txt

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