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The Khronos group has developed a standard data exchange format for neural networks: https://www.khronos.org/nnef. The latest specification is available here: https://registry.khronos.org/NNEF/specs/1…
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I have created an example network in this repository to experiment with, where I created a simple feed-forward network and exported it to ONNX. After experimenting with ONNX, I believe we should not u…
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Hello!
I have some trouble with the ONNX Resize operator.
Short list:
- Does not support mode: nearest & nearest_modes like floor, ceil, round_prefer_ceil, round_prefer_floor (Fixed by #723)
- D…
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Hey!
I realize this is realistically out of scope for `tract`, but I figured I'd ask anyways. For some background, we have a bit of a weird situation with some of our ML assets at Embark - we work …
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### Problem Description
NNEF tools updates
https://github.com/KhronosGroup/NNEF-Tools/tree/nnef-v1.0.0
### Operating System
ALL
### CPU
ALL
### GPU
AMD Instinct MI300
### Other
_No respons…
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Hello again!
As usual, this is something I'm still investigating but want to open up for input. I've been debugging a text model over the last few days, trying to figure out why Tract is so much sl…
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It would be great to take advantage of the cost_model setup for arbitrary ARM CPUs (like the a57) and generate better cost models for then, but I’m not really sure on the procedure.
Digging in a li…
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People have proposed adding a test to vet to catch certain unused errors. This can be very noisy, and there are many cases where the error is genuinely known to be nil and can be ignored, such as in a…
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Hello! I'm attempt to run the tflite model for MobileBert to do QA in tract (ultimately run it in WebAssembly). However, I've hit a snag trying to run the model and get the same outputs as tflite dire…
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Hello
Attempting to convert a standard `transformer` model from `onnx` format to `nnef` format fails.
The model works as expected in `onnx` format when ran using `tract-onnx`.
Here is the com…