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Ara DNPU Knowledge Base

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Ara DNPU Knowledge Base

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Guideline for Porting a New YOLO Variant - YOLO26 on Ara2

This slides firstly introduce the YOLO26 model, and NXP Ara2 Model Zoo, Ara2 SDK/Runtime. Then it explains the CNN model compilation flow with Ara2 toolchain in SDK package, how to compile the newly added model - Yolo26n, how to setup the inference environment in i.MX95FRDM+Ara2-240 board. Finally present the inference result. Patches and user guide are provided in attachment as well.
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Friday

Study and Summary of the DNPU Model Compilation Flow

Analysis of the DNPU model compilation flow as below: (Based on Model Zoo Ara2 and SDK 2.0) Compile Flow：model_compile.sh Compile Flow：run.yaml Compile Flow：Dvconvert Compile Flow：Dvrun Compile Flow：Quantizer Compile Flow：Scheduler / Estimator Compile Flow：VPU Codegen Compile Flow：Generator / Emitter Compile Flow：Simulation Compile Flow：Accuracy Check Compile Flow：Outputs
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Wednesday

ARA2 User Guide for Windows Platform

Attached are the instructions for using ARA2 on the Windows platform, along with the following two project packages: factory-test-package-windows.zip qwen2.5_vl_3b_opt_ara_python_win_demo_r2.1.zip If you need any additional information or support, please feel free to contact me by email at [email protected].
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Wednesday

Compile & Deployment DeepLabV3 with Ara Model Zoo v1.0.0

  Compile & Deployment DeepLabV3 with Ara Model Zoo v1.0.0
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yesterday