An overview of the ML software development industry over the past decade: a decline of Nvidia's CUDA monopoly, PyTorch overtaking Google's TensorFlow, and more
the CUDA monopoly is nowhere close to being broken and CUDA will continue to be the key dependency for PyTorch. As a data point, Triton isn't the first rally — multiple vendors use the XLA compiler as...
AWS unveils its new custom ML training chip Trainium with support for TensorFlow, PyTorch, and MXNet, coming 2021; AWS claims it outperforms rival cloud chips
Apple debuts a forked version of TensorFlow optimized for macOS, says it trains up to 7x faster on 13" MacBook Pro with M1 than 2020 Macbook Pro 13" with Intel
Join GitHub today — GitHub is home to over 50 million … Mayank Sharma / TechRadar : Apple M1 Macs will make training AI much faster Ewdison Then / SlashGear : Google TensorFlow ML framework gets an ...
Huawei open sources MindSpore, an AI computing framework akin to TensorFlow and PyTorch, which it claims offers a 50% efficiency boost over rivals on average
Kyle Wiggers / VentureBeat :
ML frameworks in 2019: analysis of AI research papers shows TensorFlow is the platform of choice in industry, but most researchers are now using PyTorch
Since deep learning regained prominence in 2012, many machine learning frameworks have clamored to become the new favorite among researchers and industry practitioners. Tweets: @biztechpm , @m_galtier...
Google debuts Neural Structured Learning, a TensorFlow-compatible open source framework that specializes in training neural nets with graphs and structured data
Khari Johnson / VentureBeat :
Google and OpenAI publish new research on how neural networks build and arrange visual concepts using an “activation atlas”
Neural networks can learn to classify images … Christine Fisher / Engadget : Google is sharing a tool to keep your data anonymous from AI Alasdair Allan / Hackster Blog : Say “Hello” to Google Coral T...
Google announces TensorFlow Privacy, an open source module for the machine learning framework that lets developers safeguard data with differential privacy
The company's new TensorFlow Privacy module lets devs safeguard data with differential privacy — Google has announced a new module …
Uber releases Ludwig, an open source AI toolbox built on top of TensorFlow that allows users to train and test AI models without having to write code
Kyle Wiggers / VentureBeat :
Google says Gmail is now blocking an extra 100M spam messages each day by using TensorFlow-trained machine learning models
ridding Gmail of 100 million more spam messages with TensorFlow Christopher Baugh / iPhone in Canada Blog : Gmail's TensorFlow ML Integration Blocks 100 Million More Spam Messages Every Day Abner Li /...