While following this guide I get the following messages and warnings on optimization step: [info] Starting Model Optimization [warning] Reducing optimization level to 0 (the accuracy won’t be optimized and compression won’t be used) because there’s no available GPU [warning] Running model optimi…

Hmmm I haven’t encountered this error yet in my testing, this is odd, could you try disabling adaround? It shouldn’t impact the performance too much, I am not sure how to get past this But maybe the issue could be with the drivers, see it says nvidia-dali-cuda110 and who knows what CUDA drivers y…

Optimiziation warnings meaning

General

ade February 18, 2025, 8:49am 9

Hello,
I have the same issue (TF device and DALI device mismatch. TF device: CPU, DALI device: GPU for output 0 [Op:MultiDeviceIteratorInit]).
Did you find a solution (still using adaround)?

Poor yolo performance

Topic		Replies	Views
Error while compiling hef yolo11 optimization=4 compression=0 General	3	79	March 18, 2025
Adaround is skipped when using optimization_level=4 General hailo8	6	167	January 28, 2025
Problems optimizing (quantization) dinov2 - ONNX to HEF General dfc , raspberry-pi , hailo8 , error	6	625	November 21, 2024
Optimization custom model General optimization , hailo8	1	324	January 6, 2025
Failing to compile onnx to hef General hailort , raspberry-pi , hailo8	31	484	January 23, 2025

Optimiziation warnings meaning

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