tháng 9 23, 2020 — Posted by Maciej Kula and James Chen, Google BrainFrom recommending movies or restaurants to coordinating fashion accessories and highlighting blog posts and news articles, recommender systems are an important application of machine learning, surfacing new discoveries and helping users find what they love.
tháng 9 16, 2020 —
Posted by Tian Lin, Yicheng Fan, Jaesung Chung and Chen Cen
TensorFlow Lite has been widely adopted in many applications to provide machine learning features on edge devices such as mobile phones, microcontroller units, and Edge TPUs. Among all popular applications that make people’s life easier and more productive, Natural Language Understanding is one of the key areas that attracts much attenti…
tháng 9 14, 2020 — Posted by Ellie Zhou, Tian Lin, Cong Li, Shuangfeng Li and Sushant Prakash
tháng 9 10, 2020 — Posted by Lu Wang, Chen Cen, Arun Venkatesan, Khanh LeViet
tháng 9 09, 2020 —
A guest post by ML GDEs Margaret Maynard-Reid (Tiny Peppers) and Sayak Paul (PyImageSearch)
tháng 9 02, 2020 —
Posted by Ann Yuan and Marat Dukhan, Software Engineers at Google
tháng 9 01, 2020 — A guest post by Rodrigo Carrasco-Davis & The ALeRCE Collaboration, Millennium Institute of Astrophysics, Chile
tháng 8 28, 2020 — A guest article by Vikram Dattu, Aditya Patwardhan, Kedar Sovani of Espressif Systems
tháng 8 26, 2020 —
Posted by Kensen Shi, Google Research
When manipulating tensors, one must keep track of multiple dimensions, tensor shape and DType compatibility, and of course mathematical correctness. Additionally, there are hundreds of TensorFlow operations, and finding the right ones to use can be a challenge.
tháng 8 25, 2020 —
A guest post by Rising Odegua, Independent Researcher; Stephen Oni, Data Science Nigeria
tháng 8 24, 2020 —
Posted by the TensorFlow Team
tháng 8 21, 2020 —
Posted by Dale Markowitz, Applied AI Engineer
Editor’s note: An earlier version of this article was published on Dale’s blog.
tháng 8 19, 2020 — A guest post by Somesh Mohapatra, Rafael Gómez-Bombarelli of MIT
tháng 8 17, 2020 —
Posted by Juhyun Lee and Raman Sarokin, Software Engineers
tháng 8 14, 2020 — Posted by Anusha Ramesh, Product Manager TFX, David Zats, Software Engineer TFX, Ping Yu, Software Engineer TensorFlow.js, Lamtharn (Hanoi) Hantrakul, AI Resident Magenta
tháng 8 11, 2020 —
A guest post by Mohamed Nour Abouelseoud, and Anton Kachatkou at Arm
We are excited to introduce a weight clustering API, proposed and contributed by Arm, to the TensorFlow Model Optimization Toolkit.
tháng 8 10, 2020 —
Posted by Andrea Skolik, Volkswagen AG and Leiden University
In early March, Google released TensorFlow Quantum (TFQ) together with the University of Waterloo and Volkswagen AG. TensorFlow Quantum is a software framework for quantum machine learning (QML) which allows researchers to jointly use functionality from Cirq and TensorFlow. Both Cirq and TFQ are aimed at simulating noisy intermediate-sc…
tháng 8 05, 2020 — Posted by Josh Gordon, Developer Advocate
tháng 8 03, 2020 —
Posted by Jonah Kohn and Pavithra Vijay, Software Engineers at Google
tháng 7 29, 2020 —
Posted by Pankaj Kanwar, Peter Brandt, and Zongwei Zhou from the TensorFlow Team
MLPerf, the industry standard for measuring machine learning performance, has released the latest benchmark results from the MLPerf Training v0.7 round. We’re happy to share that Google’s submissions demonstrate leading top-line performance (fastest time to reach target quality), with the ability to scale up to 4,000+…
