tensorflow vs tensorflow-gpu gtx1080 benchmark #1
Description
tensorflow vs tensorflow-gpu
- Windows 10
- CPU : i3-3225
- GPU : emtek xenon gtx 1080 jetstream
- python : Anaconda3-4.2.0-Windows-x86_64
- https://www.tensorflow.org/install/install_windows
https://github.com/aymericdamien/TensorFlow-Examples
- 3_NeuralNetworks/autoencoder.py
- cpu only : 2 m 7 s
- gpu : 0 m 18 s
- 3_NeuralNetworks/bidirectional_rnn.py
- cpu only : 1 m 3 s
- gpu : 0 m 21 s
- 3_NeuralNetworks/convolutional_network.py
- cpu only : 14 m 17 s
- gpu : 0 m 16 s
- 3_NeuralNetworks/dynamic_rnn.py
- cpu only : 6 m 4 s
- gpu : 3 m 23 s
- 3_NeuralNetworks/multilayer_perceptron.py
- cpu only : 0 m 58 s
- gpu : 0 m 24 s
- 3_NeuralNetworks/recurrent_network.py
- cpu only : 1 m 0 s
- gpu : 0 m 20 s