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Microchip Launches MPLAB® Machine Learning Development Suite to More Easily Incorporate ML into MCUs and MPUs
Unique solution is first to support 8-bit, 16-bit and 32-bit MCUs and 32-MPUs for ML at the edge

Machine Learning (ML) is becoming a standard requirement for embedded designers working to develop or improve a vast array of products. Meeting this need, Microchip Technology (Nasdaq: MCHP) has launched a complete, integrated workflow for streamlined ML model development with its new MPLAB® Machine Learning Development Suite. This software toolkit can be utilized across Microchip’s portfolio of microcontrollers (MCUs) and microprocessors (MPUs) to add an ML inference quickly and efficiently.

“Machine Learning is the new normal for embedded controllers, and utilizing it at the edge allows a product to be efficient, more secure and use less power than systems that rely on cloud communication for processing,” said Rodger Richey, VP of Microchip’s Development Systems business unit. “Microchip’s unique, integrated solution is designed for embedded engineers and is the first to support not just 32-bit MCUs and MPUs, but also 8- and 16-bit devices to enable efficient product development.”

ML uses a set of algorithmic methods to curate patterns from large data sets to enable decision making. It is typically faster, more easily updated and more accurate than manual processing. One example of how this tool will be utilized by Microchip customers is to enable predictive maintenance solutions to accurately forecast potential issues with equipment used in a variety of industrial, manufacturing, consumer and automotive applications.

The MPLAB Machine Learning Development Suite helps engineers build highly efficient, small-footprint ML models. Powered by AutoML, the toolkit eliminates many repetitive, tedious and time-consuming model-building tasks including extraction, training, validation and testing. It also provides model optimizations so the memory constraints of MCU and MPUs are respected.

When used in combination with the  MPLAB X Integrated Development Environment (IDE), the new toolkit provides a complete solution that can be easily implemented by those with little to no ML programming knowledge, which can eliminate the cost of hiring data scientists. It is also sophisticated enough for more experienced ML designers to control.

Microchip also offers the option to bring a model from TensorFlow Lite and use it in any MPLAB Harmony v3 project, a fully integrated embedded software development framework that provides flexible and interoperable software modules to simplify the development of value-added features and reduce a product’s time to market. In addition, the VectorBlox™ Accelerator Software Development Kit (SDK) offers the most power-efficient Convolutional Neural Network (CNN)-based Artificial Intelligence/Machine Learning (AI/ML) inference with PolarFire® FPGAs.

MPLAB Machine Learning Development Suite provides the tools necessary for designing and optimizing edge products running ML inference. Visit Microchip’s Machine Learning Solutions page to learn more about streamlining the development process while keeping costs down and achieving a quicker time to market with Microchip’s intuitive ML tools.

Pricing and Availability

Pricing varies based on licensing. A free version of the MPLAB Machine Learning Development Suite is available for evaluation. For additional information or to purchase, contact a Microchip sales representative at www.microchipdirect.com

Resources

High-res images available through Flickr or editorial contact (feel free to publish): Flickr link

2023092701 / 27.09.2023 / Various / Microchip Technology Inc. /

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Microchip and Acacia Collaborate to Enable Optimized Terabit-Scale Data Center Interconnect Systems
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Microchip Introduces High-Performance PCIe® Gen 5 SSD Controller Family
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Microchip Technology Introduces a New Core in the dsPIC® Digital Signal Controller Family to Enhance Precision and Execution of Real-Time Control

Microchip Technology Expands Processing Portfolio to Include Multi-Core 64-bit Microprocessors
PIC64GX MPU is the first of several product lines planned for Microchip’s PIC64 portfolio

Microchip Unveils Industry’s Highest Performance 64-bit HPSC Microprocessor (MPU) Family for a New Era of Autonomous Space Computing
New technology ecosystem is also launched as Microchip collaborates with over a dozen system and software partners to accelerate PIC64-HPSC adoption

Early Access to MPLAB® Extensions for VS Code® Provides Designers with the Ability to Utilize Microchip’s Development Tools Inside of the Popular IDE
Extensions are the company’s first steps in a longer-term plan to expand its portfolio and better serve developers working within the VS Code ecosystem

Microchip Adds Military-Standard Enhanced Low Dose Radiation Sensitivity (ELDRS) Qualification to Its Portfolio of Small-Signal Bipolar Junction Transistors to Ensure High Reliability for Critical Applications

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Microchip Adds 12 Products to its Wireless Portfolio to Further Reduce Barriers to Bluetooth® Integration for Designers at Every Skill Level
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Cambridge GaN Devices

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