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Implement ReinterpretArray #23750
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Implement ReinterpretArray #23750
Commits on Sep 29, 2017
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Fix performance problems with Ptr
LLVM is unhappy with the way we treat `Ptr` currently, causing pretty terrible performance for ReinterpretArray. This patch does a few things to help LLVM along. - Stop folding a bitcast into load/store instructions. LLVM's mem2reg pass only works if the load/store instructions are the direct arguments of load/store instructions. - Several minor cleanups of the generated IR. - Emit pointer additions as getelemtptr rather than in the integer domain. Getelementptr has aliasing implications that the raw integer addition doesn't have (in essence, with getelemenptr, it is clear which of the operands is the pointer and which is the offset). This does mean significantly more inttoptr/ptrtoint casting, but instcombine will happily fold them (though it does make mem2reg more important so instcombine can be effective). At the implementation level, this is accomplished through through two new intrinsics for pointer addition and subtraction. - An LLVM patch to mem2reg that allows it to handle memcpy instructions. Since we emit variable assignment as memcpy, this allows mem2reg to fold many of these. As mentioned, this is important to allow instcombine to fold all the inttoptr/ptrtoint pairs in order to allow follow-on optimizations to actually analyze the pointers.
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Commits on Oct 3, 2017
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This redoes `reinterpret` in julia rather than punning the memory of the actual array. The motivation for this is to avoid the API limitations of the current reinterpret implementation (Array only, preventing strong TBAA, alignment problems). The surface API essentially unchanged, though the shape argument to reinterpret is removed, since those concepts are now orthogonal. The return type from `reinterpret` is now `ReinterpretArray`, which implements the AbstractArray interface and does the reinterpreting lazily on demand. The compiler is able to fold away the abstraction and generate very tight IR: ``` julia> ar = reinterpret(Complex{Int64}, rand(Int64, 1000)); julia> typeof(ar) Base.ReinterpretArray{Complex{Int64},Int64,1,Array{Int64,1}} julia> f(ar) = @inbounds return ar[1] f (generic function with 1 method) julia> @code_llvm f(ar) ; Function f ; Location: REPL[2] define void @julia_f_63575({ i64, i64 } addrspace(11)* noalias nocapture sret, %jl_value_t addrspace(10)* dereferenceable(8)) #0 { top: ; Location: REPL[2]:1 ; Function getindex; { ; Location: reinterpretarray.jl:31 %2 = addrspacecast %jl_value_t addrspace(10)* %1 to %jl_value_t addrspace(11)* %3 = bitcast %jl_value_t addrspace(11)* %2 to %jl_value_t addrspace(10)* addrspace(11)* %4 = load %jl_value_t addrspace(10)*, %jl_value_t addrspace(10)* addrspace(11)* %3, align 8 %5 = addrspacecast %jl_value_t addrspace(10)* %4 to %jl_value_t addrspace(11)* %6 = bitcast %jl_value_t addrspace(11)* %5 to i64* addrspace(11)* %7 = load i64*, i64* addrspace(11)* %6, align 8 %8 = load i64, i64* %7, align 8 %9 = getelementptr i64, i64* %7, i64 1 %10 = load i64, i64* %9, align 8 %.sroa.0.0..sroa_idx = getelementptr inbounds { i64, i64 }, { i64, i64 } addrspace(11)* %0, i64 0, i32 0 store i64 %8, i64 addrspace(11)* %.sroa.0.0..sroa_idx, align 8 %.sroa.3.0..sroa_idx13 = getelementptr inbounds { i64, i64 }, { i64, i64 } addrspace(11)* %0, i64 0, i32 1 store i64 %10, i64 addrspace(11)* %.sroa.3.0..sroa_idx13, align 8 ;} ret void } julia> g(a) = @inbounds return reinterpret(Complex{Int64}, a)[1] g (generic function with 1 method) julia> @code_llvm g(randn(1000)) ; Function g ; Location: REPL[4] define void @julia_g_63642({ i64, i64 } addrspace(11)* noalias nocapture sret, %jl_value_t addrspace(10)* dereferenceable(40)) #0 { top: ; Location: REPL[4]:1 ; Function getindex; { ; Location: reinterpretarray.jl:31 %2 = addrspacecast %jl_value_t addrspace(10)* %1 to %jl_value_t addrspace(11)* %3 = bitcast %jl_value_t addrspace(11)* %2 to double* addrspace(11)* %4 = load double*, double* addrspace(11)* %3, align 8 %5 = bitcast double* %4 to i64* %6 = load i64, i64* %5, align 8 %7 = getelementptr double, double* %4, i64 1 %8 = bitcast double* %7 to i64* %9 = load i64, i64* %8, align 8 %.sroa.0.0..sroa_idx = getelementptr inbounds { i64, i64 }, { i64, i64 } addrspace(11)* %0, i64 0, i32 0 store i64 %6, i64 addrspace(11)* %.sroa.0.0..sroa_idx, align 8 %.sroa.3.0..sroa_idx13 = getelementptr inbounds { i64, i64 }, { i64, i64 } addrspace(11)* %0, i64 0, i32 1 store i64 %9, i64 addrspace(11)* %.sroa.3.0..sroa_idx13, align 8 ;} ret void } ``` In addition, the new `reinterpret` implementation is able to handle any AbstractArray (whether useful or not is a separate decision): ``` invoke(reinterpret, Tuple{Type{Complex{Float64}}, AbstractArray}, Complex{Float64}, speye(10)) 5×10 Base.ReinterpretArray{Complex{Float64},Float64,2,SparseMatrixCSC{Float64,Int64}}: 1.0+0.0im 0.0+1.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 1.0+0.0im 0.0+1.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 1.0+0.0im 0.0+1.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 1.0+0.0im 0.0+1.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 0.0+0.0im 1.0+0.0im 0.0+1.0im ``` The remaining todo is to audit the uses of reinterpret in base. I've fixed up the uses themselves, but there's code deeper in the array code that needs to be broadened to allow ReinterpretArray. Fixes #22849 Fixes #19238
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Commits on Oct 7, 2017
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