Tag: TPU

Machine Learning Official Blog TensorFlow TPU March 4, 2019

Train fast on TPU, serve flexibly on GPU: switch your ML infrastructure to suit your needs - In this post, we walk through training and serving an object detection model and demonstrate how TensorFlow’s comprehensive and flexible feature set can be used to perform each step, regardless of which hardware platform you choose.

Official Blog TPU Jan. 21, 2019

Getting started with Cloud TPUs: An overview of online resources - An overview of online resources about TPUs.

Official Blog TensorFlow TPU Dec. 17, 2018

Now you can train TensorFlow machine learning models faster and at lower cost on Cloud TPU Pods - Using Cloud TPU Pods to train TensorFlow machine learning models.

TPU Nov. 12, 2018

Cloud TPUs (TensorFlow @ O’Reilly AI Conference, San Francisco '18) - This talk takes you through a technical deep dive on Google's Cloud TPUs accelerators, as well as how to program them. It also covers the programming abstractions that allow you to run your models on CPUs, GPUs, and Cloud TPU, from single devices up to entire Cloud TPU pods.

Machine Learning TPU Nov. 5, 2018

Training Image & Text Classification Models Faster with TPUs on Cloud ML Engine

GPU Machine Learning TPU Oct. 15, 2018

Google Colab provides free access to GPUs and TPUs. - Using Develop deep learning applications on this free GPU/TPU.

Google Kubernetes Engine Official Blog TPU Sept. 17, 2018

Cloud TPUs in Kubernetes Engine powering Minigo are now available in beta - Google-designed Cloud TPUs are publicly available in beta on Google Kubernetes Engine. GKE also supports Preemptible Cloud TPUs that are priced 70% lower than the standard price of Cloud TPUs.

Official Blog TPU Sept. 3, 2018

What makes TPUs fine-tuned for deep learning? - Cloud TPU provides the benefit of the TPU as a scalable and easy-to-use cloud computing resource to all developers and data scientists running cutting-edge ML models on Google Cloud.

Google Cloud ML Official Blog TPU Aug. 20, 2018

Hyperparameter tuning using TPUs in Cloud ML Engine - How to use hyperparameter tuning on TPUs on Cloud ML Engine.

TPU Aug. 13, 2018

HowTo Start Using TPUs From Google Colab in Few Simple Steps - Steps for Using TPUs From Google Colab.

TPU July 30, 2018

A tutorial on using Google Cloud TPUs - Guide on using Google Cloud TPUs.

Google Cloud ML Official Blog TPU July 16, 2018

How to train a ResNet image classifier from scratch on TPUs on Cloud ML Engine - How to train a state-of-the-art image classification model on your own data using Google’s Cloud TPUs.

Machine Learning TensorFlow TPU July 16, 2018

Training and serving a realtime mobile object detector in 30 minutes with Cloud TPUs - Example of training an object detection model on Cloud TPUs with Tensorflow.

Official Blog TPU June 25, 2018

Cloud TPU now offers preemptible pricing and global availability - Cloud TPUs are available in two new regions (in Europe and Asia), and also preemptible pricing for Cloud TPUs that is 70% lower than the normal price.

Google Cloud ML Official Blog TPU May 28, 2018

Cloud ML Engine adds Cloud TPU support for training - Cloud Machine Learning Engine (ML Engine) offers the option to accelerate training with Cloud TPUs as a beta feature.

Machine Learning TPU Feb. 19, 2018

Cloud TPU machine learning accelerators now available in beta - Cloud TPUs are available in beta on Google Cloud Platform (GCP) to help machine learning (ML) experts train and run their ML models more quickly.

Machine Learning TPU May 22, 2017

Build and train machine learning models on our new Google Cloud TPUs - Announced on Google IO 2017, Tensor Processing Units (TPUs) which is designed to be used for deep learning tasks, will be available as part of Google Cloud Platform

Kubernetes Official Blog TPU

Introducing AI Hub and Kubeflow Pipelines: Making AI simpler, faster, and more useful for businesses - Making AI more useful with Kubeflow Pipelines and API.

 

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