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tf.sparse.from_dense

TensorFlow 1 version View source on GitHub

Converts a dense tensor into a sparse tensor.

tf.sparse.from_dense(
    tensor, name=None
)

Only elements not equal to zero will be present in the result. The resulting SparseTensor has the same dtype and shape as the input.

Args:

  • tensor: A dense Tensor to be converted to a SparseTensor.
  • name: Optional name for the op.

Returns:

The SparseTensor.