All Questions
Tagged with tensorflowgpu
7 questions
0votes
0answers
3kviews
How important is to fix this common Tensorflow warning?
I have seen some people with the same problem, this is the warning: ...
user57690
0votes
2answers
7kviews
How "exactly" are AI-accelerator chip ASICs built differently than GPUs as GPU seem to lead for many AI workloads on performance
There is a lot of discussion on google search about AI-custom-accelerators (like Intel's Gaudi) and GPUs. Almost all of them say generic things like, a) AI Accelerator chip is for specialized AI ...
- 181
0votes
0answers
2kviews
Tensorflow-gpu and multiprocessing
I have finished implementing an Asynchronous Advantage Actor-Critic (A3C) agent for TensorFlow (gpu). By using a single RMSprop optimizer with shared statistics. To do so, a central controller holds ...
3votes
1answer
3kviews
How can I reduce the GPU memory usage with large images?
I am trying to train a CNN-LSTM model. The size of my images is 640x640. I have a GTX 1080 ti 11GB. I am using Keras with the TensorFlow backend. Here is the model. ...
- 33
9votes
3answers
7kviews
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-...
- 1,290
2votes
0answers
29views
In addition to matrix algebra, can GPU's also handle the various Kernel functions for Neural Networks?
I've read a number of articles on how GPUs can speed up matrix algebra calculations, but I'm wondering how calculations are performed when one uses various kernel functions in a neural network. If ...
8votes
2answers
22kviews
Can LSTM neural networks be sped up by a GPU?
I am training LSTM neural networks with Keras on a small mobile GPU. The speed on the GPU is slower than on the CPU. I found some articles that say that it is hard to train LSTMs (and, in general, ...
- 289
