Stone to Silicon

Artificial intelligence · 2015

TensorFlow

Google open-sources its deep learning framework.

TensorFlow, released in November 2015, gave everyone Google's production system for defining and training networks on CPUs, GPUs and later TPUs. With Theano and Caffe before it, open frameworks made deep learning an engineering discipline.

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What it built on 3

What it led to 1

Related measurements

The dashed line marks when it first worked.

Training compute of notable AI models Source: Epoch AI, Notable AI Models (CC BY 4.0)

ML hardware FLOP/s per dollar Source: Epoch AI, ML hardware (CC BY 4.0)