ai/ml

Amazon SageMaker Automatic Model Tuning now supports grid search

Today Amazon SageMaker announced the support of Grid search for automatic model tuning, providing users with an additional strategy to…

3 years ago

Introducing the Amazon SageMaker Serverless Inference Benchmarking Toolkit

Amazon SageMaker Serverless Inference is a purpose-built inference option that makes it easy for you to deploy and scale machine…

3 years ago

Deploy a machine learning inference data capture solution on AWS Lambda

Monitoring machine learning (ML) predictions can help improve the quality of deployed models. Capturing the data from inferences made in…

3 years ago

AWS Celebrates 5 Years of Innovation with Amazon SageMaker

In just 5 years, tens of thousands of customers have tapped Amazon SageMaker to create millions of models, train models…

3 years ago

Improved TabNet on Vertex AI: High-performance, scalable Tabular Deep Learning

Data scientists choose models based on various tradeoffs when solving machine learning (ML) problems that involve tabular (i.e., structured) data,…

3 years ago

Open Images V7 — Now Featuring Point Labels

Posted by Rodrigo Benenson, Research Scientist, Google Research Open Images is a computer vision dataset covering ~9 million images with…

3 years ago

Run inference at scale for OpenFold, a PyTorch-based protein folding ML model, using Amazon EKS

This post was co-written with Sachin Kadyan, a leading developer of OpenFold. In drug discovery, understanding the 3D structure of…

3 years ago

Configure DTMF slots and ordered retry prompts with Amazon Lex

This post walks you through a few new features that make it simple to design a conversational flow entirely within…

3 years ago

Run multiple deep learning models on GPU with Amazon SageMaker multi-model endpoints

As AI adoption is accelerating across the industry, customers are building sophisticated models that take advantage of new scientific breakthroughs…

3 years ago

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures

his paper considers the Pointer Value Retrieval (PVR) benchmark introduced in [ZRKB21], where a `reasoning' function acts on a string…

3 years ago