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without threads it is fine:
julia> function foo(x,y,z) for i in eachindex(y) y[i] -= z[x] end x += 1 return x end foo (generic function with 1 method) julia> @code_warntype foo(1,[1,2,3],[4,5,6]) Variables #self#::Core.Const(foo) x@_2::Int64 y::Vector{Int64} z::Vector{Int64} @_5::Union{Nothing, Tuple{Int64, Int64}} i::Int64 x@_7::Int64 Body::Int64 1 ─ (x@_7 = x@_2) │ %2 = Main.eachindex(y)::Base.OneTo{Int64} │ (@_5 = Base.iterate(%2)) │ %4 = (@_5 === nothing)::Bool │ %5 = Base.not_int(%4)::Bool └── goto #4 if not %5 2 ┄ %7 = @_5::Tuple{Int64, Int64}::Tuple{Int64, Int64} │ (i = Core.getfield(%7, 1)) │ %9 = Core.getfield(%7, 2)::Int64 │ %10 = Base.getindex(y, i)::Int64 │ %11 = Base.getindex(z, x@_7)::Int64 │ %12 = (%10 - %11)::Int64 │ Base.setindex!(y, %12, i) │ (@_5 = Base.iterate(%2, %9)) │ %15 = (@_5 === nothing)::Bool │ %16 = Base.not_int(%15)::Bool └── goto #4 if not %16 3 ─ goto #2 4 ┄ (x@_7 = x@_7 + 1) └── return x@_7
same function but with the loop threaded. x is now unstable. i've marked the red bits with ###:
x
julia> function foo(x,y,z) Threads.@threads for i in eachindex(y) y[i] -= z[x] end x += 1 return x end foo (generic function with 1 method) julia> @code_warntype foo(1,[1,2,3],[4,5,6]) Variables #self#::Core.Const(foo) x@_2::Int64 y::Vector{Int64} z::Vector{Int64} threadsfor_fun::var"#4#threadsfor_fun#1"{Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}} range::Base.OneTo{Int64} x@_7::Union{} x@_8::Union{} x@_9::Union{Int64, Core.Box} ### @_10::Bool Body::Any ### 1 ── (x@_9 = x@_2) │ (x@_9 = Core.Box(x@_9::Int64)) │ %3 = Main.eachindex(y)::Base.OneTo{Int64} │ (range = %3) │ %5 = Main.:(var"#4#threadsfor_fun#1")::Core.Const(var"#4#threadsfor_fun#1") │ %6 = Core.typeof(y)::Core.Const(Vector{Int64}) │ %7 = Core.typeof(z)::Core.Const(Vector{Int64}) │ %8 = Core.typeof(range)::Core.Const(Base.OneTo{Int64}) │ %9 = Core.apply_type(%5, %6, %7, %8)::Core.Const(var"#4#threadsfor_fun#1"{Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}}) │ %10 = x@_9::Core.Box::Core.Box ### │ (threadsfor_fun = %new(%9, %10, y, z, range)) │ %12 = Base.Threads.threadid()::Int64 │ %13 = (%12 != 1)::Bool └─── goto #3 if not %13 2 ── (@_10 = %13) └─── goto #4 3 ── %17 = $(Expr(:foreigncall, :(:jl_in_threaded_region), Int32, svec(), 0, :(:ccall)))::Int32 └─── (@_10 = %17 != 0) 4 ┄─ goto #6 if not @_10 5 ── %20 = Base.invokelatest::Core.Const(Base.invokelatest) │ %21 = threadsfor_fun::var"#4#threadsfor_fun#1"{Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}} │ (%20)(%21, true) └─── goto #7 6 ── Base.Threads.threading_run(threadsfor_fun) 7 ┄─ Base.Threads.nothing │ %26 = Core.isdefined(x@_9::Core.Box, :contents)::Bool └─── goto #9 if not %26 8 ── goto #10 9 ── Core.NewvarNode(:(x@_7)) └─── x@_7 10 ┄ %31 = Core.getfield(x@_9::Core.Box, :contents)::Any ### │ %32 = (%31 + 1)::Any ### │ Core.setfield!(x@_9::Core.Box, :contents, %32) │ %34 = Core.isdefined(x@_9::Core.Box, :contents)::Bool └─── goto #12 if not %34 11 ─ goto #13 12 ─ Core.NewvarNode(:(x@_8)) └─── x@_8 13 ┄ %39 = Core.getfield(x@_9::Core.Box, :contents)::Any ### └─── return %39 julia>
the workaround is to not mutate x:
julia> function foo(x,y,z) Threads.@threads for i in eachindex(y) y[i] -= z[x] end end foo (generic function with 1 method) julia> @code_warntype foo(1,[1,2,3],[4,5,6]) Variables #self#::Core.Const(foo) x::Int64 y::Vector{Int64} z::Vector{Int64} threadsfor_fun::var"#25#threadsfor_fun#2"{Int64, Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}} range::Base.OneTo{Int64} @_7::Bool Body::Nothing 1 ─ %1 = Main.eachindex(y)::Base.OneTo{Int64} │ (range = %1) │ %3 = Main.:(var"#25#threadsfor_fun#2")::Core.Const(var"#25#threadsfor_fun#2") │ %4 = Core.typeof(x)::Core.Const(Int64) │ %5 = Core.typeof(y)::Core.Const(Vector{Int64}) │ %6 = Core.typeof(z)::Core.Const(Vector{Int64}) │ %7 = Core.typeof(range)::Core.Const(Base.OneTo{Int64}) │ %8 = Core.apply_type(%3, %4, %5, %6, %7)::Core.Const(var"#25#threadsfor_fun#2"{Int64, Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}}) │ (threadsfor_fun = %new(%8, x, y, z, range)) │ %10 = Base.Threads.threadid()::Int64 │ %11 = (%10 != 1)::Bool └── goto #3 if not %11 2 ─ (@_7 = %11) └── goto #4 3 ─ %15 = $(Expr(:foreigncall, :(:jl_in_threaded_region), Int32, svec(), 0, :(:ccall)))::Int32 └── (@_7 = %15 != 0) 4 ┄ goto #6 if not @_7 5 ─ %18 = Base.invokelatest::Core.Const(Base.invokelatest) │ %19 = threadsfor_fun::var"#25#threadsfor_fun#2"{Int64, Vector{Int64}, Vector{Int64}, Base.OneTo{Int64}} │ (%18)(%19, true) └── goto #7 6 ─ Base.Threads.threading_run(threadsfor_fun) 7 ┄ %23 = Base.Threads.nothing::Core.Const(nothing) └── return %23
The text was updated successfully, but these errors were encountered:
Yes the issue is that x is being modified there after and it is no longer clear that the thread closure will not read that result.
You can use let x=x @threads to work around this.
let x=x @threads
Sorry, something went wrong.
Closing as duplicate of #15276
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without threads it is fine:
same function but with the loop threaded.
x
is now unstable. i've marked the red bits with ###:the workaround is to not mutate
x
:The text was updated successfully, but these errors were encountered: