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CompatHelper: bump compat for "CUDA" to "3.1" #2

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This pull request changes the compat entry for the CUDA package from 2.1 to 2.1, 3.1.

This keeps the compat entries for earlier versions.

Note: I have not tested your package with this new compat entry. It is your responsibility to make sure that your package tests pass before you merge this pull request.

achuchmala pushed a commit that referenced this pull request Apr 11, 2022
1775: Fix a doctest failure r=mcabbott a=mcognetta

This fixes a doctest failure that seems to be causing builds to fail. The issue seems to be that gradient now returns floats, even if the inputs are integers.

See the following stack trace:

```
┌ Error: doctest failure in ~/work/Flux.jl/Flux.jl/docs/src/models/basics.md:25-30
│ 
│ ```jldoctest basics
│ julia> f(x, y) = sum((x .- y).^2);
│ 
│ julia> gradient(f, [2, 1], [2, 0])
│ ([0, 2], [0, -2])
│ ```
│ 
│ Subexpression:
│ 
│ gradient(f, [2, 1], [2, 0])
│ 
│ Evaluated output:
│ 
│ ([0.0, 2.0], [-0.0, -2.0])
│ 
│ Expected output:
│ 
│ ([0, 2], [0, -2])
│ 
│   diff =
│    Warning: Diff output requires color.
│    ([0, 2], [0, -2])([0.0, 2.0], [-0.0, -2.0])
└ @ Documenter.DocTests ~/.julia/packages/Documenter/bFHi4/src/DocTests.jl:373
┌ Error: doctest failure in ~/work/Flux.jl/Flux.jl/docs/src/models/basics.md:37-56
│ 
│ ```jldoctest basics
│ julia> x = [2, 1];
│ 
│ julia> y = [2, 0];
│ 
│ julia> gs = gradient(params(x, y)) do
│          f(x, y)
│        end
│ Grads(...)
│ 
│ julia> gs[x]
│ 2-element Vector{Int64}:
│  0
│  2
│ 
│ julia> gs[y]
│ 2-element Vector{Int64}:
│   0
│  -2
│ ```
│ 
│ Subexpression:
│ 
│ gs[x]
│ 
│ Evaluated output:
│ 
│ 2-element Vector{Float64}:
│  0.0
│  2.0
│ 
│ Expected output:
│ 
│ 2-element Vector{Int64}:
│  0
│  2
│ 
│   diff =
│    Warning: Diff output requires color.
│    2-element Vector{Int64}:
│     0
│     2Vector{Float64}:
│     0.0
│     2.0
└ @ Documenter.DocTests ~/.julia/packages/Documenter/bFHi4/src/DocTests.jl:373
┌ Error: doctest failure in ~/work/Flux.jl/Flux.jl/docs/src/models/basics.md:37-56
│ 
│ ```jldoctest basics
│ julia> x = [2, 1];
│ 
│ julia> y = [2, 0];
│ 
│ julia> gs = gradient(params(x, y)) do
│          f(x, y)
│        end
│ Grads(...)
│ 
│ julia> gs[x]
│ 2-element Vector{Int64}:
│  0
│  2
│ 
│ julia> gs[y]
│ 2-element Vector{Int64}:
│   0
│  -2
│ ```
│ 
│ Subexpression:
│ 
│ gs[y]
│ 
│ Evaluated output:
│ 
│ 2-element Vector{Float64}:
│  -0.0
│  -2.0
│ 
│ Expected output:
│ 
│ 2-element Vector{Int64}:
│   0
│  -2
│ 
│   diff =
│    Warning: Diff output requires color.
│    2-element Vector{Int64}:
│      0
│     -2Vector{Float64}:
│     -0.0
│     -2.0
└ @ Documenter.DocTests ~/.julia/packages/Documenter/bFHi4/src/DocTests.jl:373
┌ Error: Doctesting failed
│   exception =
│    `makedocs` encountered a doctest error. Terminating build
│    Stacktrace:
│      [1] error(s::String)
│        @ Base ./error.jl:33
│      [2] runner(#unused#::Type{Documenter.Builder.Doctest}, doc::Documenter.Documents.Document)
│        @ Documenter.Builder ~/.julia/packages/Documenter/bFHi4/src/Builder.jl:217
│      [3] dispatch(#unused#::Type{Documenter.Builder.DocumentPipeline}, x::Documenter.Documents.Document)
│        @ Documenter.Utilities.Selectors ~/.julia/packages/Documenter/bFHi4/src/Utilities/Selectors.jl:170
│      [4] #2
│        @ ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:249 [inlined]
│      [5] cd(f::Documenter.var"#2#3"{Documenter.Documents.Document}, dir::String)
│        @ Base.Filesystem ./file.jl:106
│      [6] makedocs(; debug::Bool, format::Documenter.Writers.HTMLWriter.HTML, kwargs::Base.Iterators.Pairs{Symbol, Any, NTuple{6, Symbol}, NamedTuple{(:root, :source, :sitename, :doctest, :modules, :doctestfilters), Tuple{String, String, String, Symbol, Vector{Module}, Vector{Regex}}}})
│        @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:248
│      [7] (::Documenter.var"#all_doctests#35"{Bool, Vector{Regex}, Vector{Module}})()
│        @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:815
│      [8] macro expansion
│        @ ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:836 [inlined]
│      [9] macro expansion
│        @ /buildworker/worker/package_linux64/build/usr/share/julia/stdlib/v1.6/Test/src/Test.jl:1151 [inlined]
│     [10] doctest(source::String, modules::Vector{Module}; fix::Bool, testset::String, doctestfilters::Vector{Regex})
│        @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:836
│     [11] doctest(package::Module; manual::Bool, testset::Nothing, kwargs::Base.Iterators.Pairs{Union{}, Union{}, Tuple{}, NamedTuple{(), Tuple{}}})
│        @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:771
│     [12] doctest(package::Module)
│        @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:758
│     [13] top-level scope
│        @ none:7
│     [14] eval
│        @ ./boot.jl:360 [inlined]
│     [15] exec_options(opts::Base.JLOptions)
│        @ Base ./client.jl:261
│     [16] _start()
│        @ Base ./client.jl:485
└ @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:825
Doctests: Flux: Test Failed at /home/runner/.julia/packages/Documenter/bFHi4/src/Documenter.jl:836
  Expression: all_doctests()
Stacktrace:
 [1] macro expansion
   @ ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:836 [inlined]
 [2] macro expansion
   @ /buildworker/worker/package_linux64/build/usr/share/julia/stdlib/v1.6/Test/src/Test.jl:1151 [inlined]
 [3] doctest(source::String, modules::Vector{Module}; fix::Bool, testset::String, doctestfilters::Vector{Regex})
   @ Documenter ~/.julia/packages/Documenter/bFHi4/src/Documenter.jl:836
Test Summary:  | Fail  Total
Doctests: Flux |    1      1
ERROR: Some tests did not pass: 0 passed, 1 failed, 0 errored, 0 broken.
Error: Process completed with exit code 1.
```

Co-authored-by: Marco Cognetta <cognetta.marco@gmail.com>
Co-authored-by: Marco <cognetta.marco@gmail.com>
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