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dictionary having both 'tuple' and 'str' keys cannot be 'sorted'

dictionary having both 'tuple' and 'str' keys cannot be 'sorted'

iteritems -> items

Fixes #1585

Fix broken link to mscoco.org

URL returns 404

Fix URL

Remove the erroneous comment from resnet_v2.py again

Thanks for the good work!

update sequence loss to contrib from legacy

Update cifar10_input.py

Add object_detection to the main README

Reduce batchsize from 32->24 for SSD configs.

Reproduce reported virtual adversarial text results

Fixing the initialization/loading bug.

Implemented LRN for AlexNet tutorial

Update username and add new line in READMEs.

For details see our paper:
"Speed/accuracy trade-offs for modern convolutional object detectors."
Huang J, Rathod V, Sun C, Zhu M, Korattikara A, Fathi A, Fischer I,
Wojna Z, Song Y, Guadarrama S, Murphy K, CVPR 2017
https://arxiv.org/abs/1611.10012

The code currently loads the checkpoint and then initializes the variables resulting to random weights. 
Swapping the order fixes the loading checkpoint issue.

Fix slow down with only 1 GPU

This patch assigns dequeue node to inputs_device. And nolonger shows
"Ignoring device specification /device:GPU:X for node
'clone_X/fifo_queue_Dequeue'" message.

- Add inception_resnet_v2_base
- Provide option to use SAME padding for all inception resnet v2
  layers. This is to align feature maps sizes.

Use a relative link instead

* MobileNet V1 commit

* updates to README