Saving and Loading Models (Coding TensorFlow)




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Training models can take a very long time, and you definitely don’t want to have to retrain everything over a single mishap. Make sure you listen to Magnus as he explains the importance of saving and loading models so you won’t end up losing your valuable training time. Follow along in this episode of Coding TensorFlow with the Colab provided below. And as always, let us know what you think in the comments below!

Colab Save and Restore Models → http://bit.ly/save-and-restore

For more information on SavedModel, check out this link → http://bit.ly/2yXmIQS

Want to watch more? → http://bit.ly/Coding-TensorFlow
Subscribe to the TensorFlow YouTube channel → http://bit.ly/TensorFlow1

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Comment List

  • TensorFlow
    January 2, 2021

    1:28 when it starts

  • TensorFlow
    January 2, 2021

    Link in the description does not work

  • TensorFlow
    January 2, 2021

    I mean that we can generate images by loading selected savedModels? Is there any video related to this. If yes, plz share

  • TensorFlow
    January 2, 2021

    generating images by loading savedModel or checkpoints of GAN model?

  • TensorFlow
    January 2, 2021

    Thanks for this video.. I am currently facing problem while storing weights of model under TPU processor of Google Colab. It does not accept local file storage and if specified Google Cloud address, the function does not understand this path starting with gs://. Please help.

  • TensorFlow
    January 2, 2021

    Are all google gurus so fun. I have seen few tutorials of laurence too. He is also fun

  • TensorFlow
    January 2, 2021

    Very nice video!

  • TensorFlow
    January 2, 2021

    I have been wondering how to save the model when training…. it's really annoying when you don't know the Patience to set in the earlystopping.. I learned a lot on checkpoint and model saving skills in this video. Thank you!

  • TensorFlow
    January 2, 2021

    am getting ValueError: You are trying to load a weight file containing 16 layers into a model with 0 layers
    while using load_model

  • TensorFlow
    January 2, 2021

    cant you just do save as 😑

  • TensorFlow
    January 2, 2021

    I get “OSError: Unable to open file (File signature not found)” error when converting darknet weights using saveModels

  • TensorFlow
    January 2, 2021

    I love this guy!

  • TensorFlow
    January 2, 2021

    ahwwow

  • TensorFlow
    January 2, 2021

    I think the notebook isn't available anymore

  • TensorFlow
    January 2, 2021

    you can still use save_model function and so on with tensorflow 2.0 by using tensorflow.keras

  • TensorFlow
    January 2, 2021

    saving weights only is bad if you use an optimizer like adam

  • TensorFlow
    January 2, 2021

    Thank you sir👍

  • TensorFlow
    January 2, 2021

    Ok, but how can i save and really use a model out of colab/jupyter ?
    In case, on my PC .

  • TensorFlow
    January 2, 2021

    'Sequential' object has no attribute '_in_multi_worker_mode' i get this error when i try to use fit function please help

  • TensorFlow
    January 2, 2021

    Machine learning blippi! love you man.

  • TensorFlow
    January 2, 2021

    Love the enthusiasm! Wading through TF is tough, at least I can do it with a smile on my face. I'm a… Happy Camper!

  • TensorFlow
    January 2, 2021

    My main problem has been training with tf data api with tf records and then make the inference for GANS

  • TensorFlow
    January 2, 2021

    Awesome thanks

  • TensorFlow
    January 2, 2021

    Why is the nice man making these videos so aggressive? :/

  • TensorFlow
    January 2, 2021

    I had a model from tf. I trained and saved in one system but when i used the model in another system the outputs are different from the model for identical inputs

  • TensorFlow
    January 2, 2021

    I like this guy

  • TensorFlow
    January 2, 2021

    The Human Caffine

  • TensorFlow
    January 2, 2021

    you really helped me , thank you very much , u saved us time and a lot of work going through all that searching part ,, deeply thankful
    .

  • TensorFlow
    January 2, 2021

    How to use save weights to train new dataset?

  • TensorFlow
    January 2, 2021

    Love this guy

  • TensorFlow
    January 2, 2021

    Hi, Trained model loading is so slow. So, Case of One image inference,
    CPU is faster than CUDA. How can I fast inference with CNN?

  • TensorFlow
    January 2, 2021

    Why are you talking to me as if I'm 12?

  • TensorFlow
    January 2, 2021

    Where does model get saved ??on google drive?

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