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Broadcasting flatten with type arguments causes type-instability #50554

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simonbyrne opened this issue Jul 14, 2023 · 2 comments · Fixed by #43322
Closed

Broadcasting flatten with type arguments causes type-instability #50554

simonbyrne opened this issue Jul 14, 2023 · 2 comments · Fixed by #43322
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broadcast Applying a function over a collection

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@simonbyrne
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simonbyrne commented Jul 14, 2023 •
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If Base.Broadcast.flatten is called on a Broadcasted object with a DataType f, the resulting Broadcasted object is no longer type-stable, triggering allocations.

This can be triggered when using || or && in expressions, a simple reproducible example of this:

julia> x = rand(5); y = rand(5);

julia> f!(y, x) = @. y = ifelse(false || x < Float32(1), x, y)
f! (generic function with 1 method)

julia> f!(y, x);

julia> @allocated f!(y, x)
800

I suspect that this will fail altogether on the GPU.
@simonbyrne simonbyrne added the broadcast Applying a function over a collection label Jul 14, 2023
@simonbyrne simonbyrne changed the title Broadcasting flatten with type arguments causes allocations Broadcasting flatten with type arguments causes type-instability Jul 14, 2023
This was referenced Jul 14, 2023
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@simonbyrne simonbyrne mentioned this issue Jul 14, 2023
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@N5N3
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N5N3 commented Jul 15, 2023

#43322 would take care of this.

@N5N3 N5N3 mentioned this issue Jul 15, 2023
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github-merge-queue bot pushed a commit that referenced this issue Jul 15, 2023
@N5N3
Make Broadcast.flatten(bc).f more complier frendly. (better inferre…
f15eb4e 
…d and inlined) (#43322)

A follow up attemp to fix #27988. (close #47493 close #50554)
Examples:
```julia
julia> using LazyArrays
julia> bc = @~ @. 1*(1 + 1) + 1*1;
julia> bc2 = @~ 1 .* 1 .- 1 .* 1 .^2 .+ 1 .* 1 .+ 1 .^ 3;
```
On master:
<details><summary> click for details </summary>
<p>

```julia
julia> @code_typed Broadcast.flatten(bc).f(1,1,1,1,1)
CodeInfo(
1 ─ %1  = Core.getfield(args, 1)::Int64
│   %2  = Core.getfield(args, 2)::Int64
│   %3  = Core.getfield(args, 3)::Int64
│   %4  = Core.getfield(args, 4)::Int64
│   %5  = Core.getfield(args, 5)::Int64
│   %6  = invoke Base.Broadcast.var"#13#14"{Base.Broadcast.var"#16#18"{Base.Broadcast.var"#15#17", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}, typeof(+)}}(Base.Broadcast.var"#16#18"{Base.Broadcast.var"#15#17", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}, typeof(+)}(Base.Broadcast.var"#15#17"(), Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}(Base.Broadcast.var"#15#17"())), Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), +))(%1::Int64, %2::Int64, %3::Vararg{Int64}, %4, %5)::Tuple{Int64, Int64, Vararg{Int64}}
│   %7  = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), %6)::Tuple{Int64, Int64}
│   %8  = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), %6)::Tuple{Vararg{Int64}}
│   %9  = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#16#18"{Base.Broadcast.var"#9#11", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}, typeof(*)}(Base.Broadcast.var"#9#11"(), Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}(Base.Broadcast.var"#15#17"())), Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), *), %8)::Tuple{Int64}
│   %10 = Core.getfield(%7, 1)::Int64
│   %11 = Core.getfield(%7, 2)::Int64
│   %12 = Base.mul_int(%10, %11)::Int64
│   %13 = Core.getfield(%9, 1)::Int64
│   %14 = Base.add_int(%12, %13)::Int64
└──       return %14
) => Int64

julia> @code_typed Broadcast.flatten(bc2).f(1,1,1,^,1,Val(2),1,1,^,1,Val(3))
CodeInfo(
1 ─ %1  = Core.getfield(args, 1)::Int64
│   %2  = Core.getfield(args, 2)::Int64
│   %3  = Core.getfield(args, 3)::Int64
│   %4  = Core.getfield(args, 5)::Int64
│   %5  = Core.getfield(args, 7)::Int64
│   %6  = Core.getfield(args, 8)::Int64
│   %7  = Core.getfield(args, 10)::Int64
│   %8  = invoke Base.Broadcast.var"#13#14"{Base.Broadcast.var"#16#18"{Base.Broadcast.var"#15#17", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}}, typeof(Base.literal_pow)}}(Base.Broadcast.var"#16#18"{Base.Broadcast.var"#15#17", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}}, typeof(Base.literal_pow)}(Base.Broadcast.var"#15#17"(), Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}(Base.Broadcast.var"#15#17"()))), Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"()))), Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"()))), Base.literal_pow))(%3::Int64, ^::Function, %4::Vararg{Any}, $(QuoteNode(Val{2}())), %5, %6, ^, %7, $(QuoteNode(Val{3}())))::Tuple{Int64, Any, Vararg{Any}}
│   %9  = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), %8)::Tuple{Int64, Any}
│   %10 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), %8)::Tuple
│   %11 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#15#17"(), %10)::Tuple
│   %12 = Core.getfield(%9, 1)::Int64
│   %13 = Core.getfield(%9, 2)::Any
│   %14 = (*)(%12, %13)::Any
│   %15 = Core.tuple(%14)::Tuple{Any}
│   %16 = Core._apply_iterate(Base.iterate, Core.tuple, %15, %11)::Tuple{Any, Vararg{Any}}
│   %17 = Base.mul_int(%1, %2)::Int64
│   %18 = Core.tuple(%17)::Tuple{Int64}
│   %19 = Core._apply_iterate(Base.iterate, Core.tuple, %18, %16)::Tuple{Int64, Any, Vararg{Any}}
│   %20 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), %19)::Tuple{Int64, Any}
│   %21 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), %19)::Tuple
│   %22 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#16#18"{Base.Broadcast.var"#15#17", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}, typeof(*)}(Base.Broadcast.var"#15#17"(), Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}(Base.Broadcast.var"#15#17"())), Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), *), %21)::Tuple{Any, Vararg{Any}}
│   %23 = Core.getfield(%20, 1)::Int64
│   %24 = Core.getfield(%20, 2)::Any
│   %25 = (-)(%23, %24)::Any
│   %26 = Core.tuple(%25)::Tuple{Any}
│   %27 = Core._apply_iterate(Base.iterate, Core.tuple, %26, %22)::Tuple{Any, Any, Vararg{Any}}
│   %28 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"())), %27)::Tuple{Any, Any}
│   %29 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"())), %27)::Tuple
│   %30 = Core._apply_iterate(Base.iterate, Base.Broadcast.var"#16#18"{Base.Broadcast.var"#9#11", Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}}, Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}}, Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}}, typeof(Base.literal_pow)}(Base.Broadcast.var"#9#11"(), Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}}(Base.Broadcast.var"#13#14"{Base.Broadcast.var"#15#17"}(Base.Broadcast.var"#15#17"()))), Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}}(Base.Broadcast.var"#23#24"{Base.Broadcast.var"#25#26"}(Base.Broadcast.var"#25#26"()))), Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}}(Base.Broadcast.var"#19#20"{Base.Broadcast.var"#21#22"}(Base.Broadcast.var"#21#22"()))), Base.literal_pow), %29)::Tuple{Any}
│   %31 = Core.getfield(%28, 1)::Any
│   %32 = Core.getfield(%28, 2)::Any
│   %33 = (+)(%31, %32)::Any
│   %34 = Core.getfield(%30, 1)::Any
│   %35 = (+)(%33, %34)::Any
└──       return %35
) => Any
```
</p>

</details>

On this PR
```julia
julia> @code_typed Broadcast.flatten(bc).f(1,1,1,1,1)
CodeInfo(
1 ─ %1 = Core.getfield(args, 1)::Int64
│   %2 = Core.getfield(args, 2)::Int64
│   %3 = Core.getfield(args, 3)::Int64
│   %4 = Core.getfield(args, 4)::Int64
│   %5 = Core.getfield(args, 5)::Int64
│   %6 = Base.add_int(%2, %3)::Int64
│   %7 = Base.mul_int(%1, %6)::Int64
│   %8 = Base.mul_int(%4, %5)::Int64
│   %9 = Base.add_int(%7, %8)::Int64
└──      return %9
) => Int64

julia> @code_typed Broadcast.flatten(bc2).f(1,1,1,^,1,Val(2),1,1,^,1,Val(3))
CodeInfo(
1 ─ %1  = Core.getfield(args, 1)::Int64
│   %2  = Core.getfield(args, 2)::Int64
│   %3  = Core.getfield(args, 3)::Int64
│   %4  = Core.getfield(args, 5)::Int64
│   %5  = Core.getfield(args, 7)::Int64
│   %6  = Core.getfield(args, 8)::Int64
│   %7  = Core.getfield(args, 10)::Int64
│   %8  = Base.mul_int(%1, %2)::Int64
│   %9  = Base.mul_int(%4, %4)::Int64
│   %10 = Base.mul_int(%3, %9)::Int64
│   %11 = Base.sub_int(%8, %10)::Int64
│   %12 = Base.mul_int(%5, %6)::Int64
│   %13 = Base.add_int(%11, %12)::Int64
│   %14 = Base.mul_int(%7, %7)::Int64
│   %15 = Base.mul_int(%14, %7)::Int64
│   %16 = Base.add_int(%13, %15)::Int64
└──       return %16
) => Int64
```
bors bot added a commit to CliMA/ClimaAtmos.jl that referenced this issue Jul 18, 2023
@bors @charleskawczynski
Merge #1882
a044686 
1882: Fix some allocations and gpu moist example r=simonbyrne a=charleskawczynski

This PR should fix some allocations due to JuliaLang/julia#50554

Co-authored-by: Charles Kawczynski <[email protected]>
@charleskawczynski
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This closed for 1.11, but is still an issue on 1.10.

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Make Broadcast.flatten(bc).f more complier frendly. (better inferred and inlined) N5N3/julia
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@simonbyrne @charleskawczynski @N5N3