Giter VIP home page Giter VIP logo

Comments (3)

studyzx avatar studyzx commented on August 27, 2024

I also encountered this problem. Did you solve it?

from keras-resnet.

QinggangSUN avatar QinggangSUN commented on August 27, 2024

I also encountered this problem. Did you solve it?

Me too. This link may be helpful.
https://stackoverflow.com/questions/51806852/cant-save-custom-subclassed-model

from keras-resnet.

QinggangSUN avatar QinggangSUN commented on August 27, 2024

I found a way to solve it. Create a new model and load the weights from the saved .h5 model. This way is not preferred, but it works. I don't want to re-train my models.

class MyModel(keras.Model):
    def __init__(self, inputs, *args, **kwargs):
        outputs = func(inputs)
    super(MyModel, self).__init__( inputs=inputs, outputs=outputs, *args, **kwargs)

def get_model():
    return MyModel(inputs, *args, **kwargs)

model = get_model()
model.save(‘file_path.h5’)

model_new = get_model()
model_new.compile(optimizer=optimizer, loss=loss, metrics=metrics)
model_new.load_weights(‘file_path.h5’)
model_new.evaluate(x_test, y_test, **kwargs)

from keras-resnet.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.