Bump deps

[pxl-th]

• Use 1.10 in Buildkite CI (and nightly for CUDA).
• Use lts, 1 and pre in GitHub CI.
• Add compat GPUArraysCore for 0.2.
• Bump ChainRulesCore to 1.25.
• Need to wait for [email protected] release: JuliaGPU/AMDGPU.jl@4385ed9

PR Checklist

• Tests are added
• Documentation, if applicable

[CarloLucibello]

What's going on with all these failing tests?

[pxl-th]

Don't know for sure yet, but my guess is this is due to GPUArrays@11 which moved to KernelAbstractions for kernel backed.
I'll take a look in a bit

[pxl-th]

Needs JLArrays and ChainRules to include [email protected] compat bump in their releases to fix the errors. So let's wait for those.

[pxl-th]

Waiting on JuliaArrays/StructArrays.jl#317 as it blocks an update (direct dependency of ChainRules.jl)

[pxl-th]

The error with CUDA in buildkite CI is likely due to it initially installing GPUArrays@11, but then when reaching CUDA tests, it downgrades to GPUArrays@10 (because release of CUDA.jl does not yet include 11) and then this happens:

┌ Warning: Module GPUCompiler with build ID fafbfcfd-0ba2-0013-0007-a0064bea54e3 is missing from the cache.
│ This may mean GPUCompiler [61eb1bfa-7361-4325-ad38-22787b887f55] does not support precompilation but is imported by a module that does.
└ @ Base loading.jl:1948
┌ Warning: Module GPUArraysCore with build ID fafbfcfd-8fc1-a5dc-0007-a0067d2e04d5 is missing from the cache.
│ This may mean GPUArraysCore [46192b85-c4d5-4398-a991-12ede77f4527] does not support precompilation but is imported by a module that does.
└ @ Base loading.jl:1948

and it actually uses GPUArrays@11 thus all the errors.
Not sure how to fix it though

[pxl-th]

Should be good to go. All issues are fixed.