Deep Learning - Computer Vision for Beginners Using PyTorch - Mathematical Operations on Tensors

Deep Learning - Computer Vision for Beginners Using PyTorch - Mathematical Operations on Tensors

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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The video tutorial covers mathematical operations on tensors using PyTorch, similar to numpy. It demonstrates creating tensors, performing basic arithmetic operations, and using functions like add for addition. The tutorial also explains in-place operations for addition and multiplication. Finally, it summarizes the operations and introduces interfacing numpy with PyTorch tensors.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you create two tensors in PyTorch?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the basic mathematical operations that can be performed on tensors?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of using the 'add' function in tensor operations?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how the addition of tensors can be performed in place.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how multiplication can be performed in place on tensors.

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