Target plugin / Arm Mali with Neural Technology
Machine Learning Inference Advisor (MLIA)
Explore inference on Arm Mali GPUs.
Analyze supported models for Arm Mali GPUs with Neural Technology, using performance estimates or measured profiling data.
View on GitHub (opens in a new tab)Start here · Arm Learning Path
Estimate performance for Arm Mali with Neural Technology
Install the plugin, analyze quantized MobileNet models, check operator compatibility, and interpret performance estimates.
Target plugin
Work with Arm Mali with Neural Technology.
01
Choose a target profile
Select a supported target profile for Arm Mali with Neural Technology.
Read the guide 02Choose an analysis mode
Use model estimation or measured profiling data.
Read the guide 03Use results and advice
Read metrics, breakdowns, source provenance, and available advice to decide what to improve.
Read the guidePart of MLIA
Start with the right setup.
Model-based estimation and measured profiling are separate analysis modes.
Documentation
Find your next step.
Under the hood
Explore the implementation.
Find integration details and contributor guidance.