enas

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I want to use ENAS arch to inference my own dataset, so I modified the original code to use placeholder input e.g) ``` loss, lr, gn, tr_acc, _ = sess.run(run_ops,...

techjjun

Understanding of the output of the NAS

5

Here is my question: after training, what should be the output of the nas? Is that the best one ever during the training or the last architecture produced by the...

JiahaoYao

Which version of tensorflow should I use?

2

When I try to run the cifar10_mirco_search.sh , some errors happened: File "/home/zhangjiabin/enas/src/cifar10/micro_child.py", line 602, in _enas_conv zero_init = tf.initializers.zeros(dtype=tf.float32) AttributeError: 'module' object has no attribute 'initializers' It seems caused...

munian-ustc

Question about “whole channels”

3

What is the mean about the “whole_channel is True”？ Looking forward to your reply！Thanks

koala719

How to get final architecture based on the output of micro_search?

2

Based on the output of micro_search(`num_cell=2`), for example: `[0 0 1 0 0 4 2 0]` `[0 3 0 1 1 4 0 1]` According to the explanation, each block...

SiZuo

Expected performance

12

If we run the three experiments from the README: ``` # Exp. 1 ./scripts/ptb_search.sh ./scripts/ptb_final.sh # Exp. 2 ./scripts/cifar10_macro_search.sh ./scripts/cifar10_macro_final.sh # Exp 3. ./scripts/cifar10_micro_search.sh ./scripts/cifar10_micro_final.sh ``` what should we expect...

bkj

How does the child_fixed_arc are created?

1

How does the child_fixed_arc are created on the final scripts Is that use the controller trained on the search phase to output the child_fixed_arc?

lianqing11

cifar10/general_child.py shape fix for tf1.5 and higher resolves #4

1

Resolves https://github.com/melodyguan/enas/issues/4

ahundt

Question about output value

11

Thank you for providing us with the code. I'm running the cifar10_macro_search.sh The code, data, hyper parameter were taken as is and not modified. tail of cifar10_macro_search.sh(in the stdout file)...

sweetdream33

I have read the enas paper，which says that weight sharing is used for efficiency. Any one can tell me which part of the code realize the weight sharing?Thanks a lot!

4

I have read the enas paper，which says that weight sharing is used for efficiency. Any one can tell me which part of the code realize the weight sharing?

berisfu