ONNX Model Upload Job Failed

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#1

Hello everyone,

I tried to upload a .onnx model to a new project. It fails with the following output:

Creating job… OK (ID: 9052936)

Scheduling job in cluster…
Container image pulled!
Job started
Converting ONNX model…
Scheduling job in cluster…
Container image pulled!
Job started
INFO: No representative features passed in, won’t quantize this model

Trying conversion using onnx2tf…
Grabbing input information…
Grabbing input information OK
Conversion using onnx2tf OK

Copying files…
cp: cannot stat ‘onnx2tf-out/float32.tflite’: No such file or directory
rm: cannot remove 'onnx2tf-out/.tflite’: No such file or directory
/app/convert-onnx.sh: line 94: cd: onnx2tf-out: No such file or directory
Copying files OK
Converting ONNX model OK

Reading model info…

ENOENT: no such file or directory, open ‘/home/node/studio/user/227250/pretrained-model/model.tflite’

Job failed (see above)

To me it looks like the model is converted successfully, but some files are not where they are supposd to be.
Any ideas what is happening?

#2

hi @tland

Could it be your onnx model:

  1. doesn’t have a batch dimension of 1 or
  2. you have multiple inputs?

Either isn’t supported by Edge Impulse. We have a PR that will merge later this week that’ll return a more informative message in either case.

// Raul