onnx-tensorflow VS windows-rs

How to solve this? I found below github issue which they solved i think, but im not to able to find the solution https://github.com/onnx/onnx-tensorflow/pull/1022

Okay, maybe it worked some years ago. The issue currently is that the trainable weights get lost...which is by design https://github.com/onnx/onnx-tensorflow/issues/1002

TLDR: I'm using onnx-tf to convert an onnx model to tensorflow. During the conversion I lose important information such as inputs, outputs and the names of operators. Please read on if you have experience with this library or you've experienced similar issues. :)

We had a few small issues with ONNX. Export worked but when running with e.g. tflite stumbled for example across this https://github.com/onnx/onnx-tensorflow/issues/853 Also the support for sampling from distributions is generally still pretty weak, but we were able to work around that.

https://pytorch.org/tutorials/advanced/super\_resolution\_with\_onnxruntime.html https://github.com/onnx/onnx-tensorflow

https://github.com/onnx/onnx-tensorflow Haven’t tried it, let me know if it works.

I'd say Rust does have that big ticket ecosystem push. Microsoft has been embracing Rust lately, with things like official Windows bindings [1].

The bigger problem is just inertia: large game engines are enormous.

[1]: https://github.com/microsoft/windows-rs

It's a shame that, unlike with Win32, using WinUI places pretty harsh restrictions on which programming languages and environments you can use. Only C# and C++ are supported, the latter only with Microsoft compilers. For everything else, including Rust[1], Python and MinGW C/C++, there is no answer for OP's question, and the effect of this on the visual consistency of the Windows desktop is obvious - there is none. Every third-party app uses a different toolkit with a different look and feel, because the library providing the standard look and feel simply isn't available to the majority of developers.

[1]: https://github.com/microsoft/windows-rs/pull/1836

[0] https://github.com/microsoft/windows-rs

On Windows you'd need to call the LoadLibraryEx method. You'd also need a crate to call Win32 functions, I suggest windows-rs.

windows-rs, Microsoft's crate wrapping the Windows API, already includes the WDK, the special sdk for creating kernel code.

On windows, I'll probably use https://github.com/gabdube/native-windows-gui or https://github.com/microsoft/windows-rs both of them seem pretty solid.

*nod* It's an official Microsoft thing generated from official Microsoft API definition files. (The repo is at microsoft/windows-rs on GitHub.)

Microsoft offers official "bindings" to Win32 APIs through win32metadata. However, until recently, it did not include metadata for kernel-level functions or WDK. In early 2021, an issue was raised through windows-rs regarding this limitation, but progress was slow until now. Microsoft has finally released official metadata for WDK, which can be found on the wdkmetadata repository. The latest comment on the issue thread can be found here:

Is something wrong with https://github.com/deviceplug/btleplug or you haven't found it? You could also use bindings to platform libraries like https://github.com/microsoft/windows-rs and https://github.com/rust-mobile/ndk if btleplug doesn't have something fundamental to you.