Posts tagged “Infrastructure”

4 posts found

Oct 18, 2021|3 min read

Production ML Systems: Beyond Model Training

What it takes to run ML in production at scale - monitoring, versioning, deployment, and all the things that aren't training.

MLOpsProductionInfrastructureDeep LearningMeta

Jan 20, 2020|3 min read

Building a Perception Testing Framework

Systematic testing infrastructure for perception systems - from unit tests to integration tests to field validation.

TestingQualityInfrastructurePerceptionMagic Leap

May 20, 2019|3 min read

Scaling Synthetic Data: From Thousands to Millions

Building infrastructure to generate millions of training images - the engineering of a synthetic data factory.

Synthetic DataInfrastructureRenderingScaleMagic Leap

Aug 18, 2016|2 min read

Building Profiling Infrastructure for Embedded Perception

Creating tools and processes for systematic performance measurement on embedded hardware - the foundation of optimization.

ProfilingPerformanceInfrastructureEmbedded SystemsMagic Leap