use operator context and infer context (#3024)
* use operator context * optimize code * update net infershape * update InferShape * disable override InferShape(scope) in OperatorBase * change InferShapeImpl to InferShape * add template to OperatorContext Input/Output * merge Input InputVar, Output OutputVar * change Inputs to MultiInput * fix conflict * fix MultiInput bugs and add unit test * rename KernelContext to ExecutionContext * clean code * change InferShape to protected * fix template bug * refine code * use InputVar instead of Input<Variable> * typo * optimize code
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