Relation Between Operation and Tensor in TensorFlow 2

tf.Operation:

• Properties:
• outputs: A list of tensors

tf.Tensor:

• Properties:
• op: The tf.Operation connected to this tensor.
  Exists in op-tensor only (ie. a tensor in graph)
• op.outputs: A list in which this tensor is also an entry.
• value_index: Index of this tensor in the op.outputs list.
• Methods:
• numpy(): The numeric values in this tensor.
  Exists in value-tensor (eager tensor) only (ie. a tensor in TF2 default mode).