SplitV

tensorflow C++ API

tensorflow::ops::SplitV

Splits a tensor into num_split tensors along one dimension.

Summary

Arguments:

• scope: A Scope object
• value: The tensor to split.
• size_splits: list containing the sizes of each output tensor along the split dimension. Must sum to the dimension of value along split_dim. Can contain one -1 indicating that dimension is to be inferred.
• axis: 0-D. The dimension along which to split. Must be in the range [-rank(value), rank(value)).

Returns:

• OutputList: Tensors whose shape matches that of value except along axis, where their sizes are size_splits[i].

SplitV block

Source link :https://github.com/EXPNUNI/enuSpaceTensorflow/blob/master/enuSpaceTensorflow/tf_array_ops.cpp

Argument:

• Scope scope : A Scope object (A scope is generated automatically each page. A scope is not connected.)
• Input axis: 0-D. The dimension along which to split. Must be in the range [-rank(value), rank(value)).
• Input value: The tensor to split.
• Int64 num_split: The number of ways to split. Must evenly divide value.shape[split_dim].

Output:

• OutputList output: Output object of SplitV class object.

Result:

• std::vector(Tensor) result_output: The output tensor.

Using Method

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