anirudhacharya commented on issue #9159: Symbol.bind() do not warn or error on dtype mismatch between Symbol and binding Data URL: https://github.com/apache/incubator-mxnet/issues/9159#issuecomment-378822826 @sandeep-krishnamurthy This is a case of type promotion. Why is it an issue? In general in python, or in computer science, a warning or error is required only when there is a loss of information during a data type conversion. If a float gets converted to an int then it is a matter of concern, but an int getting converted to a float should not be an issue, because there is no loss of information. For example, in the below code there is an implicit type promotion for the integer value ``a`` during the addition operation and we don't see any errors or warnings - ```python a = 1 # int value b = 1.5 # float value c = a + b print(type(c_sum)) <class 'float'> ```
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