How to load trained keras model once and predict on individual input multiple times?

[search...@gmail.com]

Hi,

How to load trained keras model once and predict on individual input across method call?

If for each input to method, I load keras model and weights, it becomes very slow as it takes time to load model.

Please suggest.

Thanks,

Mahesh

[jpeg729]

Just run 

prediction = model.predict(input)

for each input. No need to reload the model each time.

[search...@gmail.com]

Hi,

Thanks for reply.

My problem is I am doing this in Python method. for every new input I am calling this method where I have to load the model.

I might be needing some global variables to save keras model and reuse that.

I am new to python.

Please suggest.

Thanks,

Mahesh

[tempd...@gmail.com]

Hi,

You can write a function with parameters or define a class. The class includes a keras model as its member. So an instance of the class will keep the model and no need to reload  it every time.

在 2017年3月7日星期二 UTC+8下午12:47:22，search...@gmail.com写道：