Keras profile support

Question

Keras profile support

I want to do profiling with Keras. I am using a GPU server for profiling.

I want to calculate forward time, backward time, total average time and number of operations that are needed at each level, and many different parameters using Keras for different graphs such as: 1) Googlenet 2) Alexnet 3) Shrink mesh 4) VGG16 5 ) VGG19 6) InceptionV3.

Can someone please help me with some material so that it is useful to me. I am trying to work with Github torch-7 profiling.

https://github.com/e-lab/Torch7-profiling

But I only get forward time analysis. It would be nice if I could get all of the other analysis above. Thanks for the help.

+3

python

Bhushan Muthiyan 07 jul. 17 at 18:52

source to share

No one has answered this question yet

Check out similar questions:

1183

How can you profile a Python script?

581

What is the recommended Python memory profiler?

2

Optimized deployment of Keras models?

2

Tensorflow: use a different expression for forward and backward pass

1

Unused GPU between inputs when using keras

0

Pandas - how to calculate sliding forward 10 / backward 10 mean absolute deviation?

0

Why can't I replace max pool with medium pool using Keras API?

0

Keras / Tensorflow Input for RNN layers

0

How to feed a pretrained keras model into a computational graph?

Keras profile support

More articles: