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The tf.control_dependencies seems extremely time consuming #9

@FCInter

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@FCInter

试着运行了好几次,感觉很卡啊。每次执行到tf.control_dependencies的时候就会卡很久,最长的能卡15分钟左右。求问是什么原因啊?是因为网络太大了吗?我看tf.control_dependencies那里,变量列表长度是2300多,变量太多导致的嘛?

网络构建完以后,要送入GPU执行的时候,也是卡住,十几分钟了还没开始运行。

有什么办法能加速一下嘛?感谢大佬指点!

I run the train_search.py for multiple times. The program always hang at the tf.control_dependencies in the compute_unrolled_step() function. It just stops here and printing nothing. Specifically, it hangs at the line

unrolled_optimizer=unrolled_optimizer.minimize(unrolled_train_loss,var_list=unrolled_w_var)

It hangs for around 15 minutes until it goes on.

It there any way to speed it up? I'm using a server with Tesla V100. I don't think it's because my server is too slow.

Thanks!

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