complete mixed device transform

[jacquesqiao]

works still need to be done:

• update design doc update switch kernel documentation #7597
• register data_layout to OpKernelMap
• complete data layout transform interface. complete data layout transform #7440
• complete data type transform Data type transform #7653
• data layout infer method
• add registor for data_layout_transform_function