tensorflow-lite: Add v2.15.0

[talyz]

Specify library name and version: tensorflow-lite/v2.15.0

Add 2.15.0 and update a few dependencies which were causing crashes when running on M1 macs under rosetta. Also, remove 2.12.0, which was just a copy of 2.10.0.

Depends on #21762, #21761, #21760 and #21759, which should be merged before this.

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• I've read the contributing guidelines.
• I've used a recent Conan client version close to the currently deployed.
• I've tried at least one configuration locally with the conan-center hook activated.

[minus7]

Removal of 2.12.0 closes #20170

I tested this and it works (in contrast to the currently published versions 2.10 and "2.12", which fail to build)

[talyz]

Rebased on master, now that the dependent package updates are merged.

[talyz]

All build failures and linter issues should be resolved now and this should be ready for review. We're using this package in production since a few months back (static build, windows and mac).

[mologie]

Likewise using this on macOS, iOS, and Linux without modification. Cross-compiling to Android requires working around a problem in xnnpack/clang, but that's an upstream issue and I'll provide a separate PR to the xnnpack recipe once this one is merged. LGTM, thank you @talyz for building this integration!

(I am not associated with JFrog, still needs maintainer approval.)

[talyz]

Just rebased on master to get the separate dependency update in. @uilianries is there anything more that needs to happen for this to be reviewed / merged?

[valgur]

Can be simplified or even avoided by using CMakeDeps.set_property() on the cmake_file_name and cmake_target_name properties.

[mologie]

Authentic Vision is now using this recipe as-is in production since April with no known issues on Ubuntu 22.04, 24.04, iOS 13-17, and Android 6-14. The XNNPACK change at #22951 was recently merged to allow building for Android -- if anyone following this PR wants to do that, bump your caches :).

We'd eventually want to bump TensorFlow and its dependencies to 2.15.1 and 2.16.X, would appreciate if this could be reviewed again and merged in preparation for that.

[AbrilRBS]

We'd eventually want to bump TensorFlow and its dependencies to 2.15.1 and 2.16.X, would appreciate if this could be reviewed again and merged in preparation for that.

We'll push this review forward this next week, thanks a lot for taking the time to create the PR in the first place. Could you fix the conandata conflicts meanwhile? Thanks!

[mologie]

We'll push this review forward this next week, thanks a lot for taking the time to create the PR in the first place. Could you fix the conandata conflicts meanwhile? Thanks!

Thanks for the update @RubenRBS, the original author is @talyz though and probably received your comment with this thread anyway. I have just been using this recipe from this branch and worked on Android dependencies a bit.

[mologie]

The bot is right @talyz, patches/disable_fetch_content.patch referenced in conandata.yml does not exist in the source tree. (It's unclear to me why this does not fail with a FileNotFoundError at some point, did not dig into Conan for that.)

Other patches have a version prefix and order in their filenames, would thus suggest to match that style for consistency.

Once fixed, this should pass CI.

[conan-center-bot]

Conan v1 pipeline ✔️

All green in build 5 (0354bf31bf89a9ab189a706c64df75a613ae599f):

• tensorflow-lite/2.10.0:
  All packages built successfully! (All logs)

• tensorflow-lite/2.15.0:
  All packages built successfully! (All logs)

• tensorflow-lite/2.12.0:
  All packages built successfully! (All logs)

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Conan v2 pipeline ✔️

Note: Conan v2 builds are now mandatory. Please read our discussion about it.

All green in build 5 (0354bf31bf89a9ab189a706c64df75a613ae599f):

• tensorflow-lite/2.15.0:
  All packages built successfully! (All logs)

• tensorflow-lite/2.12.0:
  All packages built successfully! (All logs)

• tensorflow-lite/2.10.0:
  All packages built successfully! (All logs)

[AbrilRBS]

10/10 :)