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Improve performance #643

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@DLPerf DLPerf commented Sep 2, 2021

#642
Thank for your reply! I am sorry for that tf.reduce_mean in line 160 and 162 may not cause performance issue. But tf.gather will be executed redundantly.
Please check the PR and merge if you think it is reasonable.
Looking forward to your agreement.

@google-cla google-cla bot added the cla: yes label Sep 2, 2021
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