refine infershape of sequence_enumerate, hash and fuse_emb_seq_pool

add cosine decay op, test=develop

* add anakin subgraph engine

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* add initial op converter

* update

* update

* fix op register compile error

* update
test=develop

* update

test=develop

test=develop

Optimize INT8 DeQuantize Op with primitive reuse.

test=develop

Add deprecation warning

change default option related to softmax, test=develop

test=develop

Update ngraph version to v0.14 

Add gperftools into imperative tracer

* staged.

* polish code

* polish code. test=develop

* polish code. test=develop

* api change. test=develop

* fix default value. test=develop

* fix default value. test=develop

enable cpplint, remove go_fmt

test=develop

test=develop

test=develop

* Rewrite is_empty op to avoid unnecessary data transform.
test=develop

* Add the implementation of InferShape and InferVarType for is_empty op.
test=develop

* Rewrite is_empty op to avoid directly inherit OperatorBase.
test=develop

* Optimize key creation of INT8 pool kernel to improve the peformance of ResNet-50 and MobileNet, especially for latency.
test=develop

* Optimize key creation of pool fp32 grad.
test=develop

MKL-DNN: Add placement pass tester

[MKL-DNN] Adjusting ops to Tensor modifications

test=develop

remove mkldnn & fix commit

test=develop

Enable function coverage for U8/S8 ConvMKLDNNOpKernel

add ir memory optimize test base

add IrNode&IrVarNode&IrOpNode. test=develop

- MKLDNN ops revisited

- disabled softmax modifications

- disabled elementwise_add

- reverted LRN modifications

- reverted SUM primitive

- Partial reviing of softmax

- Enable softmax

- Softmax changes

- LRN is back

- LRN partially disabled

- LRN is back

- LRN fix

- compilation fixes

- Sum fixed(hopefully)

- Enabling (partially) elementwise_add

- Fixes to elemenwise_add

- Lint fixes

quantize fix

- compilation fix

test=develop

Disabling pooling

- Disabled quantize op

test=develop

Fix util-plot for py3

* loosly check in cross_entropy_op when soft_label is True
* Add Runtime assertion in backward infer_shape check.
* Skip InferShape check when un-know the input dimensions

test=develop