edgetpu: Resize Nearest Neighbor does not convert

Hello again! I am attempting to adapt tiny yolo v3 to the edge tpu. My model quantizes and compiles, but it has inference times of ~1.5s. According to the logs, the RESIZE_NEAREST_NEIGHBOR op is not mapped to the edge device, which may account for the slowdown. What should I do to make the mapping successful and improve performance?

I am also using the newest compiler version with tensorflow 2.3.

model compiled model logs

About this issue

  • Original URL
  • State: closed
  • Created 4 years ago
  • Comments: 16

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Any news on this issue?

I’m using Edge TPU Compiler version 15.0.340273435 (tf.version =>2.4.0) and it still gives me the message “Operation version not supported” if I try to use RESIZE_NEAREST_NEIGHBOR and RESIZE_BILINEAR.

tiny_yolo.tar.gz @rajansaini691 how about send me an email? namvu1291@gmail.com