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deadlock when train on multiple GPU and restore the state from previous training #255

Description

@CFAndy

Nvidia-smi -l show
Root solver enter into 0% utilization
while the slaver solver are keep 100% utilization.
BVLC caffe has no such issue.
fixed by #254

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