Comments (5)
giorgiaquerin
commented on June 24, 2024
2
Dear all,
thank you very much for your answer. I was finally able to do the upgrade
to macOs Monterey 12.7.4 and the installation worked perfectly.
Thank you again,
best regards,
Giorgia
Il giorno ven 19 apr 2024 alle ore 19:33 Mathieu Guay-Paquet <
***@***.***> ha scritto:
… Developer note: We may want to consider pinning onnxruntime<1.16.0 for as
long as we can justifiably support Catalina? That said, Catalina reached
"End-of-Life" on November 20, 2022
<https://help.fit.edu/TDClient/39/Portal/KB/ArticleDet?ID=3595>, meaning
that it no longer receives security updates from Apple. So, I would still
urge users to upgrade if their hardware supports it (and perhaps for that
reason, it would be unwise to pin onnxruntime<1.16.0).
Note that we can't even run our test suite for macos Catalina, because
GitHub Actions removed support for it in 2022, see #3852
<#3852>. So
I think we already can't justifiably support it.
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mguaypaq
commented on June 24, 2024
1
Developer note: We may want to consider pinning
onnxruntime<1.16.0for as long as we can justifiably support Catalina? That said, Catalina reached "End-of-Life" on November 20, 2022, meaning that it no longer receives security updates from Apple. So, I would still urge users to upgrade if their hardware supports it (and perhaps for that reason, it would be unwise to pinonnxruntime<1.16.0).
Note that we can't even run our test suite for macos Catalina, because GitHub Actions removed support for it in 2022, see #3852. So I think we already can't justifiably support it.
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mguaypaq
commented on June 24, 2024
Hi Giorgia,
Thanks for reaching out. Looking at the install log, it looks like you're running macos version 10.15.7 (Catalina), which was released in 2019. Unfortunately, it looks like one of the libraries that SCT 6.2 depends on (called onnxruntime) requires macos version at least 11 (Big Sur, released in 2020).
But, it looks like the previous version, SCT 6.1, should still be compatible with macos version 10.15.7.
So, I think your two best options would be:
- Either upgrade to a more recent version of macos before installing SCT 6.2 (this is probably ideal if you can do it).
- Or stay on macos 10.15.7, and install SCT 6.1 for now.
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joshuacwnewton
commented on June 24, 2024
For posterity's sake, here are further technical details that explain why SCT v6.2 requires a version of onnxruntime incompatible with Catalina:
- For our stable releases, we freeze the package versions in order to ensure a reproducible environment that does not change over time. We want to guarantee that if researchers use a specific version of SCT now, it will still produce identical results 5 years from now.
- For v6.2, we freeze the latest version of
onnxruntime(onnxruntime==1.17.0). More generally speaking, we tend to use the newest versions of packages so that we can stay up to date with security/performance improvements, and catch any update-related bugs as soon as the new versions are released. onnxruntime==1.17.0specifiesonnxruntime-1.17.3-cp39-cp39-macosx_11_0_universal2.whlin its wheel, meaning it is not compatible with macOS 10.x versions. This change first started with1.17.0; for previous versions, anonnxruntime-1.16.3-cp311-cp311-macosx_10_15_x86_64.whlwheel was offered as well, which supports macOS 10.15 versions.- However, if we disregard the "freezing" and look at the development version of SCT, then the allowed version range of
onnxruntimeis actually much wider:
spinalcordtoolbox/requirements.txt
Line 27 in 8f2b0e0
- So, technically it is still possible to install an earlier version of onnxruntime alongside SCT v6.2. The question becomes: Will the results be identical if a Catalina-compatible version of
onnxruntimeis installed? My presumption would be yes.onnxruntimeis only used to run frozen.ONNXdeep learning segmentaion models, which have fixed weights/opset versions/etc. Ifonnxruntimeversion updates caused the results to change in a meaningful way, I would be quite surprised, since the whole purpose of ONNX is to enable model interoperability!
For the above reasons, I think it may be possible to install SCT v6.2 on Catalina with the following steps:
# replace the version of `onnxruntime` with an earlier compatible version (https://stackoverflow.com/a/4247319)
sed -i'' -e 's/onnxruntime==1.17.0/onnxruntime==1.15.0/g' /Users/giorgiaquerin/sct_6.2/requirements-freeze.txt
# rerun the 6.2 installer
./Users/giorgiaquerin/sct_6.2/install_sctI would only do this, though, if you cannot upgrade your version of macOS and need specific features from SCT 6.2 and above. Otherwise, I would stick with one of @mguaypaq's proposed solutions.
Developer note: We may want to consider pinning onnxruntime<1.16.0 for as long as we can justifiably support Catalina? That said, Catalina reached "End-of-Life" on November 20, 2022, meaning that it no longer receives security updates from Apple. So, I would still urge users to upgrade if their hardware supports it (and perhaps for that reason, it would be unwise to pin onnxruntime<1.16.0).
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joshuacwnewton
commented on June 24, 2024
Wonderful news! Thank you for letting us know.
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