AM625: Deep Learning support

ekim kurtulmaz

Prodigy 10 points

Part Number: AM625

Tool/software:

Hi,

I am trying to deploy my yolov5 model to TI AM625. Is it possible? What is the expected fps for yolov5n? Thanks

4 months ago

0 Qutaiba Saleh 4 months ago

TI__Expert 4690 points

Hi,

It is our pleasure to help you. I would like to make sure that we are talking about the correct device. AM625 does not include an AI accelerator. This means that the model will be executed on the ARM A53 cores. In this case, you can simply import the model and run it using the default runtime similar to a regular pc.

If you mean AM62A, which has an up to 2 TOPS AI accelerator, you can follow the steps in this FAQ to port the model so that it is offloaded to the HW AI accelerator: https://e2e.ti.com/support/processors-group/processors/f/processors-forum/1457711/faq-am62a7-q1-deploy-mmyolo-on-am62a-yolov8-nano-as-example

The expected FPS for the AM625 will not be as high as the AM62A.

Best regards,

Qutaiba

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AM625: Deep Learning support