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nbro
nbro
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Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training the same network usingusing TensorFlow-CPU.

Could something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training the same network using TensorFlow-CPU.

Could something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training the same network using TensorFlow-CPU.

Could something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Improved the grammar and clarity of the answer.
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edit approved Aug 30, 2019 at 18:27
Teymour
edit approved Aug 30, 2019 at 18:27
Teymour
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Is a GPU always faster than thea CPU for training neural networks training?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training exactly the same network by using using TensorFlow-CPU.

CanCould something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Is GPU always faster than the CPU for neural networks training?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training exactly the same network by using TensorFlow-CPU.

Can something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Is a GPU always faster than a CPU for training neural networks?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training the same network using TensorFlow-CPU.

Could something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

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nbro
nbro
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currentlyCurrently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using tensorflowTensorFlow-GPU is often slower than training excactlyexactly the same network by using tensorflowTensorFlow-CPU.

So my question is: canCan something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

currently I am working on few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using tensorflow-GPU is often slower than training excactly the same network by using tensorflow-CPU.

So my question is: can something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

Currently, I am working on a few projects that use feedforward neural networks for regression and classification of simple tabular data. I have noticed that training a neural network using TensorFlow-GPU is often slower than training exactly the same network by using TensorFlow-CPU.

Can something be wrong with my setup/code or is it possible that sometimes GPU is slower than CPU?

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GKozinski
GKozinski
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