tract
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Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
[Python] Unable to build: `FileNotFoundError: [Errno 2] No such file or directory: '../Cargo.toml'`
Hi, I'm trying to get tract python package to work on bsd system. While native rust version builds and works fine, the python build script fails early with `FileNotFoundError: [Errno...
Hello, Awesome project! It would be great to have this feature. In our project, a process loads models fetched from the network but we're currently restricted to only supporting models
Thanks for this amazing library! Just wanted to let you know, that in the blog post "Optimising a neural network for inference" (https://tech-blog.sonos.com/posts/optimising-a-neural-network-for-inference/) the link to the second post is...
Can generate `gather_nd` ops from tensorflow as such: ```python import tf2onnx import tensorflow as tf from tensorflow.keras.layers import * from tensorflow.keras.models import Model # gather_nd in tf then export to...
The keras example https://github.com/sonos/tract/tree/main/examples/keras-tract-tf2 is broken, I had to remove it from CI. The no-ci.sh should run on a linux. I renamed it so it is not found by the...
Sorry if this is a dumb question / issue. I'm really new at machine learning / object detection. I exported a YOLOv8 nano model to ONNX and ran object detection...
The model worked in version `0.20`, but in version `0.21` the parsing failed. [scrfd.onnx.zip](https://github.com/sonos/tract/files/14038785/scrfd.onnx.zip) ``` Error: Failed analyse for node #204 "Resize_99" Resize Caused by: 0: Infering facts 1: Applying...
For a `.nnef` model such as: graph.nnef: ``` version 1.0; graph main(external1) -> (copy1) { external1 = external(shape = [1, 28, 28]); copy1 = copy(external1); } ``` graph.quant: ``` "external1":...
Quantizing the first part of Tensorflow's model from [this tutorial](https://www.tensorflow.org/lite/performance/post_training_integer_quant) fails when trying to declutter: `cargo run path-to-model/model_quant.onnx -i 1,784,u8` ``` 2024-01-10T13:33:10.956561599Z ERROR tract] ModelBuildingError Caused by: 0: Error at...