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Add TFS Batch notebooks (images / tfrecord) (aws#817)
* Adding TFS batch notebooks, WIP * Update, add image data notebooks * Remove more output * Updating, fine-tuning notebooks * Update inference.py * Update inference.py * Moving notebooks to batch transform directory * Modify bash command * Rename directories * Rename notebooks, update titles * Change instance type, tfrecord model path * Add link to batching readme
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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/code/inference.py renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/code/inference.py

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/code/model_def.py renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/code/model_def.py

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/code/requirements.txt renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/code/requirements.txt

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/code/train.py renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/code/train.py

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/code/utilities.py renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/code/utilities.py

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/generate_cifar10_tfrecords.py renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/generate_cifar10_tfrecords.py

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/sample-img/1000_dog.png renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/sample-img/1000_dog.png

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/sample-img/1001_airplane.png renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/sample-img/1001_airplane.png

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/sample-img/1003_deer.png renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/sample-img/1003_deer.png

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sagemaker_batch_transform/tensorflow_batch_transform_with_inference_script/sample-img/1004_ship.png renamed to sagemaker_batch_transform/tensorflow_cifar-10_with_inference_script/sample-img/1004_ship.png

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