Angel M (Aug 22 2023 at 07:43): Angel M (Aug 22 2023 at 07:43):Hello! :wave:
First, thank you for all the amazing work on WASI-NN! :smiley:
I recently integrated WASI-NN in Wasm Workers Server. For testing, I took the example model that Wasmtime uses on the CI and the OpenVINO version from the GitHub Actions (2022.3.0). My environment is MacOS.
When running some simple images, I got very weird predictions. Here, the model predicted the dog is a "window screen":
Since I had to prepare the input tensor, I started to try other approaches as I thought the issue was there. It took me a while to notice that I get the right predictions when using OpenVINO 2023.0.1:
Is this an error you faced before? I may update the Wasmtime-wasi-nn docs to point to OpenVINO 2023 just in case other people have the same issue. About debugging it, I'm getting the same predictions consistently, so I can reproduce it if you need more information.
Thank you!
Andrew Brown (Aug 22 2023 at 16:41):Interesting, I have never observed this, but then again I don't have time to test all of the OS + version combinations. Maybe a MacOS workflow could be added to https://github.com/intel/openvino-rs, which is the crate Wasmtime is using here?
Andrew Brown (Aug 22 2023 at 16:42):(the release notes don't seem to indicate that any major change has happened for MacOS)
Andrew Brown (Aug 22 2023 at 16:44):I have had issues in the past where I misread the output tensor due to an off-by-one error, but that doesn't seem to be the problem here.
Angel M (Aug 23 2023 at 06:35):That could be a great addition to the openvino-rs CI. At least, we can validate the results are similar.
Yeah, I saw the skip(1) method when fetching the output but the results are not misplaced just by 1.
Angel M (Aug 23 2023 at 06:36):which is the crate Wasmtime is using here?
Where do you refer? If you mean in Wasm Workers Server (app sample), I'm using the wasi-nn v0.4.0 crate and the wasmtime-wasi-nn 10.0.1 crate on the host side.
Matthew Tamayo-Rios (Aug 23 2023 at 09:15):I observed this a while ago, but I can't remember the details of how I solved it. I feel like it was some bad interactions with Rosetta 2. Do you have an intel mac or an arm mac?
Angel M (Aug 23 2023 at 12:03):I have an ARM Mac :thinking:
Angel M (Aug 23 2023 at 15:24):It would be interesting to research a bit more, but it seems to be solved in 2023 version
Matthew Tamayo-Rios (Aug 23 2023 at 18:08):When I used the arm build it didnt' work and I ended up using the Intel build with Rosetta, glad to hear it is solved in latest version.
Last updated: Nov 22 2024 at 16:03 UTC