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Automatic SParsity Helper

  1. Added model pruning functions.
  2. Added optimizer decorator and sparse minimization functions.

1. Added sparse mask generating functions, including 1D and 2Ds.
2. Added sparse pattern checking functions, including 1D and 2Ds.
1. Added model pruning functions.
2. Added optimizer decorator and sparse minimization functions.
1. Added model pruning functions.
2. Added optimizer decorator and sparse minimization functions.
1. Used isinstance() to check object's type.
2. Added change some functions as private.
3. replace "import *" with individual importing.
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Closed this PR, due to test cases out of time limitation.
Follow up 33132

@mingxu1067 mingxu1067 closed this May 26, 2021
@mingxu1067 mingxu1067 deleted the automatic_sparsity_helper branch May 26, 2021 08:26
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