sgd_op optimize selected rows do not enforce id < height

Fix num_threads settings in fast_pe

Revert "Softmax op optimization for inference "

add self to author

test=develop

Softmax op optimization for inference 

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fix the nn.py example

* Support softmax return in softmax_with_cross_entropy

* Add test for return_softmax=False

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speedup DetectPatterns

Density prior box operator for image detection model.

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add bilinear_tensor_product layer

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Set serial for tensorrt utest and set unused logs invisible.

* Add int type support for stack_op

* Improve gather op to support index with shape N x 1

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* Fix stack_op kernel's registry

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Adding Intel nGraph build

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dist table support other optimize and regular config

reduce pass num of test_label_semantic_roles to avoid test timeout

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