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Returns whether a tensor is a sparse tensor.
tf.keras.backend.is_sparse( tensor )
Arguments | |
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tensor | A tensor instance. |
Returns | |
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A boolean. |
a = tf.keras.backend.placeholder((2, 2), sparse=False) print(tf.keras.backend.is_sparse(a)) False b = tf.keras.backend.placeholder((2, 2), sparse=True) print(tf.keras.backend.is_sparse(b)) True
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https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/keras/backend/is_sparse