GitLab

* Removing dependency on tf.test

* New lines

restore --version flag in resnet parser

Create groups of arg parsers and convert the official resnet model to
the new arg parsers.

* Internal change.

PiperOrigin-RevId: 187042423

* Internal change.

PiperOrigin-RevId: 187072380

* Opensource float and eight-bit fixed-point mobilenet_v1 training and eval scripts.

PiperOrigin-RevId: 187106140

* Initial check-in for Mobilenet V2

PiperOrigin-RevId: 187213595

* Allow configuring batch normalization decay and epsilon in MobileNet v1

PiperOrigin-RevId: 187425294

* Allow overriding NASNet model HParams.

This is a change to the API that will allow users to pass in their own configs
to the building functions, which should make these APIs much more customizable
for end-user cases.

This change removes the use_aux_head argument from the model construction
functions, which is no longer necessary given that the use_aux_head option is
configurable in the model config. For example, for the mobile ImageNet model,
the auxiliary head can be disabled using:

config = nasnet.mobile_imagenet_config()
config.set_hparam('use_aux_head', 0)
logits, endpoints = nasnet.build_nasnet_mobile(
    inputs, num_classes, config=config)
PiperOrigin-RevId: 188617685

* Automated g4 rollback of changelist 188617685

PiperOrigin-RevId: 188619139

* Removes spurious comment

* Adding logging utils

* restore utils

* delete old file

* update inputs and docstrings

* Update import and fix typos

* Fix formatting and comments

* Update tests

* Remove cd and checkout

* Updating comment

replace  `FLAGS.batch_size` by `images.get_shape()[0]`

Fix comment typos under models/research

We can directly get `batch_size` by `images.get_shape()[0]` in `inference` method, since maybe we will not use `cifar.inputs` method to build the input.

Some python files under models/research, it is wrong to use "Rather then" instead of "Rather than" in  comments.

adding deeplab in readme.md file under models/research

* Adding logging utils

* restore utils

* delete old file

* update inputs and docstrings

* make /official a python module

* remove /utils directory

* Update readme for python path setting

* Change readme texts

unnecessary variable assignment in loop

Fix a typo. Python function name

Update object detection with internal changes and remove unused BUILD files.

Small updates to astronet

PiperOrigin-RevId: 188503988

PiperOrigin-RevId: 188502535

Add deeplab model in tensorflow models

PiperOrigin-RevId: 188251743

PiperOrigin-RevId: 188246588

Add FAQ to object detection and replace tf.contrib.slim.tfexample_decoder.BackupHandler with object_detection.data_decoders.tf_example_decoder.BackupHandler.

PiperOrigin-RevId: 188191275

PiperOrigin-RevId: 188061451

PiperOrigin-RevId: 187941168

Modify the preprocessor proto and preprocessor_builder to match the arguments of the ssd_random_crop_pad_fixed_aspect_ratio preprocessor method.

PiperOrigin-RevId: 187877915

Add AstroNet to tensorflow/models

Fix to Memory.query + other small changes in Learning to Remember Rare Events

Update the eager MNIST example to use object-based checkpointing

from six.moves import xrange (en masse) AGAIN