Features & Scope of support

NetsPresso Model Searcher

NetsPresso Model Searcher automatically searches optimized models for your target device

Key Features

AutoML

• Automate time-consuming and repetitive AI model development tasks
• The infrastructure is ready so that anyone can start developing the model right away, and it includes a retraining pipeline for experts.

NAS

• Create multiple models within the search space using the Neural Architecture Search
• With one project execution, it is possible to obtain model results that meet various purposes such as performance and trade-off

HW aware Model Searcher

• Benchmarks can be created on the actual device without setting the device
• Develop a model that meets the target latency according to the device

Workflow

Scope of support

Task

• Computer Vision - Image Classification
• Computer Vision - Object Detection
• Computer Vision - Semantic Segmentation

Output model frameworks

• TensorRT
• TensorFlow Lite
• OpenVINO

Hardware

• NVIDIA Jetson family (Nano, TX2, Xavier NX, AGX Xavier, AGX Orin)
• Raspberry Pi series (3B+, 4B)
• Intel Xeon W-2223
• Arm Virtual Hardware (Corstone 300 (U65))