AI - AI Dynamics

New model.export() API for optimized inference-only model export

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04 December 2022 22h56

In the coming months, you will also have access to a `model.export()` API for inference-only model export, relying on the SavedModel format. It will include options for target-specific optimizations — think mobile, browser, microcontrollers, etc.

→ View original post on X — @montreal_ai

Ethics and Moral Implications of Artificial General Intelligence

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@montreal_ai

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04 December 2022 22h56

As we stand at the threshold of a new era,
With the power to create intelligent beings,
We must grapple with the ethics of our creations,
And the moral implications of artificial general intelligence. ( . . . ) Writen by : ChatGPT #AGI #AGIDebate #AGIPoem

New .keras file format introduction and testing request

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04 December 2022 22h55

This new file format is new, so please try it out, and if you run into any issues, please report them on GitHub! In the coming months, we will make this format the new default for any file with the `.keras` extension.

→ View original post on X — @datachaz

ChatGPT Generates Flawless Regular Expressions with Plain English

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@datachaz

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04 December 2022 22h53

Not only does #ChatGPT generate flawless regular expressions using plain English, it also clearly explains each element!

Keras Lookup Layers Store Vocabulary as Inspectable Plaintext Files

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04 December 2022 22h51

…as well as custom assets written by layers that manage non-numerical state, such as vocabulary text files. Keras lookup layers store their vocabulary files as plaintext, so you can inspect and reuse them in a new context.

→ View original post on X — @iainljbrown

Artificial Intelligence: The Next Generation Instrument Overview

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@iainljbrown

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04 December 2022 22h50

Artificial Intelligence; The Next Generation Instrument | Dr. Adam Tabriz – NewsBreak Original Read more here: https://
ift.tt/CdDZBby #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT

→ View original post on X — @iainljbrown

Pros and Cons of Artificial Intelligence Explained

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@iainljbrown

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04 December 2022 22h50

The Pros And Cons Of Artificial Intelligence – Forbes Read more here: https://
ift.tt/ocMOVLK #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT

White-box model format: JSON config and weights in ZIP archive

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04 December 2022 22h50

The format is entirely whitebox — the file saved is a zip archive that you can inspect. It contains the config of the model as a human-readable JSON file (a description of the architecture and hyperparameters of the model), a weights file (essentially a dict of arrays)…

New Keras Model Saving Format Available in TensorFlow Nightly

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04 December 2022 22h48

Announcement: the new Keras model saving format is available in tf-nightly. This format is aimed at reloading the exact same Python object, in a safe way (it does not rely on bytecode or pickling at all). In the future, the TF SavedModel format will be for inference-only export.