yolov11 models compiled at 320x320 resolution

[Cristiano_De_Michele]

attached you can find a linke to download .hef file for yolov11s at 320 which I built, if anyone would give it a try, it would be useful, for example I can not estimate how much accuracy has been lost, if any

best Cristiano

yolov11s_320

[Cristiano_De_Michele]

Dear Michael,
I noticed at the begin of Quantization-Aware Fine-Tuning I got this error message:

E0000 00:00:1777232558.497757 6467 meta_optimizer.cc:966] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inStatefulPartitionedCall/SelectV2_6-2-TransposeNHWCToNCHW-LayoutOptimizer

Is it anything to worry about?

thank you again
Cristiano

[Michael]

Hi @Cristiano_De_Michele,

Maybe these would be helpful:

input-output channel mis match during inference

Hi, I have a custom model with few convolution layers. The input is RGB image and output is also RGB image (usually 16 bit but even 8 bit images are not working). I had convert the model to hef using the below workflow Parsing hailo parser onnx /local/workspace/hap/ImgEnhanceNet_2blocks.onnx --net-name ImgEnhanceNet_2blocks --har-path /local/workspace/hap/ImgEnhanceNet_2blocks.parsed.har --input-format input=NCHW --tensor-shapes input=[1,3,2100,2100] --hw-arch hailo8 -y --parsing…

DFC Optimize error - YoloV7 on Hailo-8

Hello Hailo ! I successfully parsed my custom YoloV7 onnx model into a .har file. From what I understood, the next step is doing the optimization step but it doesn’t work. Here is the command I ran and the output : root@1581453f9888:/# hailo optimize /hailo/model.har --hw-arch hailo8 --calib-set-path /hailo/images.npy [info] No GPU chosen, Selected GPU 0 [info] First time Hailo Dataflow Compiler is being used. Checking system requirements… (this might take a few seconds) [Error] Unsupported …

Thanks,
Michael.

[Cristiano_De_Michele]

Dear Michael,
thank for pointing out these two threads, but in my case compilation ended
successfully, hence I would guess compiler was able to handle the error?

best Cristiano