Quiz: TensorFlow Basics

(3,)

(10, 2)

(1, 2, 3, 4)

(1, 1, 1)

1

2

3

4

Tensor of strings.

Tensor of integer numbers.

Tensor of boolean values.

Tensor of non-negative integer numbers.

The number of columns in the first matrix must equal the number of rows in the second matrix.

The number of rows in the first matrix must equal the number of columns in the second matrix.

The two matrices must be square matrices.

The two matrices must be of the same shape.

tf.multiply

tf.tensordot with axes=1 parameter.

tf.add

tf.reduce_mean with axes=0 parameter.

All rows from the third column.

All columns from the third row.

tf.multiply

tf.reshape

tf.concat

tf.divide

TensorFlow will consider the last axis (with the biggest index).

TensorFlow will throw an error.

TensorFlow will reduce across all axes and produce a scalar.

TensorFlow will produce a tensor of the same shape.

tf.reduce_max

tf.reduce_min

tf.reduce_sum

tf.reduce_mean

(300, 50)

(10, 50, 30, 24)

(30, 50, 10)

(15000,)