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tinyML Talks webcast: Accelerating MLOps and CI/CD for tinyML on Arm

"Accelerating MLOps and CI/CD for tinyML on Arm"

Eric Sondhi
Sr. Product Manager IoT Line of Business
Arm

To unlock the true potential of the IoT, developers need enterprise-class MLOps and scalable CI/CD, along with access to a variety of implemented targets ideally in the cloud. During this session, we will outline how tinyML software developers can supercharge their development and deployment by using Arm Virtual Hardware (AVH); a powerful platform to run hundreds or even thousands of ML tests with every code check-in, all available in the cloud.

AVH provides completely functional, virtual, cloud-native representation of Arm Cortex-M CPUs, Arm Corstone reference subsystems, 3rd-party ecosystem boards, enabling developers to accelerate their MLOps and CI/CD testing, and deliver higher quality tinyML devices with faster time-to-market.

This talk will illustrate how the seamless integration of AVH into cloud infrastructure enables the Arm ecosystem to provide AVH as part of their services directly into developer workflows.

Mar 21, 2023 08:00 AM in Pacific Time (US and Canada)