Tensor Operations in TensorFlow QUIZ (MCQ QUESTIONS AND ANSWERS)

Total Correct: 0

Time:20:00

Question: 1

What does tf.math.sqrt() do in TensorFlow?

It computes the natural logarithm of a tensor.

It calculates the exponential function of a tensor.

It computes the square of each element in a tensor.

It computes the square root of a tensor.

Question: 2

What does tf.math.round() do in TensorFlow?

It rounds each element of a tensor to the nearest integer.

It calculates the exponential function of a tensor.

It performs element-wise addition of tensors.

It computes the square of each element in a tensor.

Question: 3

Which TensorFlow function is used for computing the hyperbolic tangent element-wise?

tf.tanh()

tf.math.tanh()

tf.hyperbolic_tan()

tf.math.hyperbolic_tan()

Question: 4

What does tf.math.erf() do in TensorFlow?

It computes the error function of a tensor.

It calculates the exponential function of a tensor.

It performs element-wise addition of tensors.

It computes the square of each element in a tensor.

Question: 5

Which TensorFlow function is used for computing the inverse tangent element-wise?

tf.atan()

tf.math.atan()

tf.inverse_tan()

tf.math.inverse_tan()

Question: 6

What does tf.clip_by_value() do in TensorFlow?

It computes the natural logarithm of a tensor.

It clips tensor values to a specified range.

It performs element-wise multiplication of tensors.

It computes the square root of a tensor.

Question: 7

Which TensorFlow function is used for computing the sign of a tensor element-wise?

tf.math.sign()

tf.math.abs()

tf.sign()

tf.abs()

Question: 8

What does tf.math.log1p() do in TensorFlow?

It computes the natural logarithm of a tensor plus one.

It calculates the exponential function of a tensor.

It performs element-wise addition of tensors.

It computes the square of each element in a tensor.

Question: 9

Which TensorFlow function is used for computing the absolute value element-wise?

tf.abs()

tf.math.abs()

tf.absolute()

tf.math.absolute()

Question: 10

What does tf.cumprod() do in TensorFlow?

It computes the cumulative product of elements along a specified axis of a tensor.

It calculates the exponential function of a tensor.

It performs element-wise multiplication of tensors.

It computes the natural logarithm of a tensor.

Question: 11

Which TensorFlow function is used for computing the cumulative sum of elements along a specified axis of a tensor?

tf.cumsum()

tf.math.cumulative_sum()

tf.reduce_sum()

tf.math.reduce_cumsum()

Question: 12

What does tf.math.divide_no_nan() do in TensorFlow?

It performs element-wise division with a specified divisor, handling NaN values.

It calculates the exponential function of a tensor.

It computes the square of each element in a tensor.

It computes the natural logarithm of a tensor.

Question: 13

Which TensorFlow function is used for element-wise division with a specified divisor?

tf.divide()

tf.math.divide()

tf.math.divide_no_nan()

tf.math.truediv()

Question: 14

What does tf.math.minimum() do in TensorFlow?

It computes the square root of a tensor.

It calculates the exponential function of a tensor.

It computes the minimum value element-wise from two tensors.

It computes the square of each element in a tensor.

Question: 15

Which TensorFlow function is used for finding the index of the minimum value along a specified axis of a tensor?

tf.argmin()

tf.reduce_min()

tf.math.minimum()

tf.math.argmin()

Question: 16

Which TensorFlow function is used for finding the minimum value along a specified axis of a tensor?

tf.argmin()

tf.reduce_min()

tf.math.minimum()

tf.math.argmin()

Question: 17

What is the purpose of tf.math.square() in TensorFlow?

To compute the square root of a tensor.

To perform element-wise multiplication of tensors.

To calculate the square of each element in a tensor.

To compute the exponential function of a tensor.

Question: 18

What does broadcasting in TensorFlow allow?

It allows tensors with different shapes to be operated together.

It converts tensors to numpy arrays.

It enables parallel processing of tensors.

It performs automatic type conversions between tensors.

Question: 19

What is the purpose of tf.divide() in TensorFlow?

To perform element-wise division of tensors.

To calculate the dot product of two tensors.

To transpose a tensor.

To calculate the exponential function of a tensor.

Question: 20

In TensorFlow, what does tf.transpose() do?

It reshapes a tensor.

It computes the dot product of two tensors.

It transposes the dimensions of a tensor.

It calculates the gradient of a tensor.

Question: 21

Which TensorFlow function is used for finding the maximum value along a specified axis of a tensor?

tf.argmax()

tf.reduce_max()

tf.math.maximum()

tf.math.argmax()

Question: 22

Which TensorFlow function is used for element-wise multiplication of tensors?

tf.add()

tf.multiply()

tf.subtract()

tf.divide()

Question: 23

What does tf.math.log() do in TensorFlow?

It computes the natural logarithm of a tensor.

It calculates the exponential function of a tensor.

It performs element-wise division of tensors.

It computes the logarithm base 10 of a tensor.

Question: 24

Which TensorFlow operation is used for computing the mean of a tensor?

tf.reduce_sum()

tf.reduce_mean()

tf.math.log()

tf.math.exp()

Question: 25

What does tf.reduce_sum() do in TensorFlow?

It calculates the mean of a tensor.

It computes the standard deviation of a tensor.

It performs element-wise multiplication of tensors.

It computes the sum of elements across specified dimensions of a tensor.

Question: 26

Which TensorFlow function is used for matrix multiplication, especially when dealing with higher dimensional arrays?

tf.add()

tf.multiply()

tf.linalg.matmul()

tf.reduce_sum()

Question: 27

What is the purpose of tf.matmul() in TensorFlow?

To perform element-wise multiplication of tensors.

To calculate the dot product of two tensors.

To transpose a tensor.

To divide one tensor by another.

Question: 28

Which TensorFlow function is used for element-wise addition of tensors?

tf.add()

tf.multiply()

tf.subtract()

tf.divide()

Question: 29

Which TensorFlow function is used for finding the index of the maximum value along a specified axis of a tensor?

tf.argmax()

tf.reduce_max()

tf.math.maximum()

tf.math.argmax()

Question: 30

What does tf.math.exp() do in TensorFlow?

It computes the natural logarithm of a tensor.

It calculates the exponential function of a tensor.

It performs element-wise addition of tensors.

It computes the square root of a tensor.

Tensor Operations in TensorFlow QUIZ (MCQ QUESTIONS AND ANSWERS)

TIME:20:00

Time:20:00

What does tf.math.sqrt() do in TensorFlow?

What does tf.math.round() do in TensorFlow?

Which TensorFlow function is used for computing the hyperbolic tangent element-wise?

What does tf.math.erf() do in TensorFlow?

Which TensorFlow function is used for computing the inverse tangent element-wise?

What does tf.clip_by_value() do in TensorFlow?

Which TensorFlow function is used for computing the sign of a tensor element-wise?

What does tf.math.log1p() do in TensorFlow?

Which TensorFlow function is used for computing the absolute value element-wise?

What does tf.cumprod() do in TensorFlow?

Which TensorFlow function is used for computing the cumulative sum of elements along a specified axis of a tensor?

What does tf.math.divide_no_nan() do in TensorFlow?

Which TensorFlow function is used for element-wise division with a specified divisor?

What does tf.math.minimum() do in TensorFlow?

Which TensorFlow function is used for finding the index of the minimum value along a specified axis of a tensor?

Which TensorFlow function is used for finding the minimum value along a specified axis of a tensor?

What is the purpose of tf.math.square() in TensorFlow?

What does broadcasting in TensorFlow allow?

What is the purpose of tf.divide() in TensorFlow?

In TensorFlow, what does tf.transpose() do?

Which TensorFlow function is used for finding the maximum value along a specified axis of a tensor?

Which TensorFlow function is used for element-wise multiplication of tensors?

What does tf.math.log() do in TensorFlow?

Which TensorFlow operation is used for computing the mean of a tensor?

What does tf.reduce_sum() do in TensorFlow?

Which TensorFlow function is used for matrix multiplication, especially when dealing with higher dimensional arrays?

What is the purpose of tf.matmul() in TensorFlow?

Which TensorFlow function is used for element-wise addition of tensors?

Which TensorFlow function is used for finding the index of the maximum value along a specified axis of a tensor?

What does tf.math.exp() do in TensorFlow?