Class Mask
Defined in File transforms.h
Inheritance Relationships
Base Type
public mindspore::dataset::TensorTransform
(Class TensorTransform)
Class Documentation
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class Mask : public mindspore::dataset::TensorTransform
Mask content of the input tensor with the given predicate. Any element of the tensor that matches the predicate will be evaluated to True, otherwise False.
Public Functions
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explicit Mask(RelationalOp op, const MSTensor &constant, mindspore::DataType ms_type = mindspore::DataType(mindspore::DataType::kNumberTypeBool))
Constructor.
- Parameters
op – [in] One of the relational operators: EQ, NE LT, GT, LE or GE.
constant – [in] Constant to be compared to. It can only be MSTensor of the following types from mindspore::DataType: String, Int, Float, Bool.
ms_type – [in] Type of the generated mask. It can only be numeric or boolean datatype. (default=mindspore::DataType::kNumberTypeBool)
样例/* Define operations */ mindspore::MSTensor constant; auto mask_op = transforms::Mask(RelationalOp::kEqual, constant); /* dataset is an instance of Dataset object */ dataset = dataset->Map({mask_op}, // operations {"column"}); // input columns
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~Mask() = default
Destructor.
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explicit Mask(RelationalOp op, const MSTensor &constant, mindspore::DataType ms_type = mindspore::DataType(mindspore::DataType::kNumberTypeBool))