Hello all,

I notice there is a significant performance regression in SpMV after this PR 
(https://github.com/apache/incubator-mxnet/pull/12380). It seems the problem 
occurs when running on multiple GPUs (e.g., 8 GPUs). When running multiple GPUs 
for training, SpMV on CPU only uses two or three threads for computation. It 
seems to me that this is a serious bug. Can the bug be fixed in release 1.4?

Thanks,
Da

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