[D] Didn't find op for builtin opcode 'SHAPE' version '1'. Version mismatch

sumolppB to Machine Learning@academy.gardenEnglish · 10 months ago

Hey guys! Learning Tensorflow lite.

Ive been working on a project that involves image processing and I have successfully dumped a model onto my ESP32-S3-DevKitC-1 board. However, while running the program, I get the following errors while allocating tensors:

Didn't find op for builtin opcode 'SHAPE' version '1'. An older version of this builtin might be supported. Are you using an old TFLite binary with a newer model?

Failed to get registration from op code SHAPE

AllocateTensors() failed

On furthur research, I have come to believe its an OP code version mismatch, which I dont know how to change.

Note: Just to test my idea, I compiled another dummy model with only one convolutional layer instead of 4 (which my original model has), and that seems to work without throwing any errors. Only when I use my 4 layer model, it seems to throw this error.

How do I resolve this error? Please help me out

You must log in or register to comment.

Chat

Machine Learning@academy.garden

machinelearning@academy.garden

Create a post

You are not logged in. However you can subscribe from another Fediverse account, for example Lemmy or Mastodon. To do this, paste the following into the search field of your instance: !machinelearning@academy.garden

Community Rules:

Be nice. No offensive behavior, insults or attacks: we encourage a diverse community in which members feel safe and have a voice.
Make your post clear and comprehensive: posts that lack insight or effort will be removed. (ex: questions which are easily googled)
Beginner or career related questions go elsewhere. This community is focused in discussion of research and new projects that advance the state-of-the-art.
Limit self-promotion. Comments and posts should be first and foremost about topics of interest to ML observers and practitioners. Limited self-promotion is tolerated, but the sub is not here as merely a source for free advertisement. Such posts will be removed at the discretion of the mods.

Visibility: Public

This community can be federated to other instances and be posted/commented in by their users.

1 user / day
1 user / week
1 user / month
1 user / 6 months
11 local subscribers
14 subscribers
793 Posts
3.09K Comments
Modlog

mods:
communick@academy.garden