PyTorch Interview Questions and Answers

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Q: On max pooling image of shape 20 x 20 using filter 4 x 4 and stride = 2, what will be the shape of the output?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: While operating on Tensors a function name followed by underscore means ___________.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following function is used to move the Tensors from CPU to GPU?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: If the shape of the Tensor is 2 x 1 x 3 x 1, performing torch.sqeeze() will output Tensor of shape _______.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Computing softmax activation can be skipped when using nn.CrossEntropyLoss.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: The model.eval() is used to _________.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following functions is used to reshape the Tensors in PyTorch?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Pre-trained models in PyTorch can be downloaded from which of the following modules?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: If the model has 10 features, and two hidden layers of 20 nodes and 30 nodes, the network is defined as ___________.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following is used to load the weights into the model from the file?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: For an optimizer defined, which of the following function is used to update the parameters passed to the optimizer?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following function is used to stop tracking gradients on Tensor?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following function is used to covert NumPy array to Tensor?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following functions is used to initialize Tensors in PyTorch randomly?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following is used to load dataset in batches?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following functions is used to move the Tensors from CPU to GPU?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following constructor is used as an FC layer to the network?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following is used to convert NumPy array to Tensor?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following constructor is used to define the layers sequentially?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: The network defined using nn.Module() must have a method named forward().

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: For x = torch.Tensor([1, 2, 3, 4]), after x = torch.unsqueeze(x, 0) x will be of the shape _______.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: PyTorch requires the graph to be defined before running the model.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following defines the convolution layer with a 3 input channel, four out channels and a 3 x 3 filter?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following function is used to compute the gradients on a loss function?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following is the base class for all the neural networks in PyTorch?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following functions is used to save the model parameters to a file?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Once you train model weights, bias can be accessed using ____________.

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: While defining the Tensor, which of the following parameters is used to track the gradients on Tensor?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following is used to view the shape of the Tensor?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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Q: Which of the following function is used to save the model parameters to a file?

asked Aug 7, 2021 in PyTorch by sharadyadav1986

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