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tf.SparseTensor.op

tf.SparseTensor.op

The Operation that produces values as an output.

Links:

https://www.tensorflow.org/versions/master/api_docs/python/sparse_ops.html#SparseTensor.op

doc_TensorFlow

2016-10-14 13:09:07

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tf.SparseTensor.__div__() tf.SparseTensor.__div__(sp_x, y) Component-wise divides a SparseTensor by a dense Tensor. Limitation: this Op only broadcasts the dense side to the

tf.SparseTensor.values tf.SparseTensor.values The non-zero values in the represented dense tensor. Returns: A 1-D Tensor of any data type.

tf.SparseTensor.indices tf.SparseTensor.indices The indices of non-zero values in the represented dense tensor. Returns: A 2-D Tensor of int64 with shape [N, ndims], where

tf.SparseTensor class tf.SparseTensor Represents a sparse tensor. TensorFlow represents a sparse tensor as three separate dense tensors: indices, values, and shape.

tf.SparseTensor.shape tf.SparseTensor.shape A 1-D Tensor of int64 representing the shape of the dense tensor.