# This file is a part of Julia. License is MIT: https://julialang.org/license # fast math @testset "check expansions" begin @test macroexpand(Main, :(@fastmath 1+2)) == :(Base.FastMath.add_fast(1,2)) @test macroexpand(Main, :(@fastmath +)) == :(Base.FastMath.add_fast) @test macroexpand(Main, :(@fastmath min(1))) == :(Base.FastMath.min_fast(1)) @test macroexpand(Main, :(@fastmath min)) == :(Base.FastMath.min_fast) @test macroexpand(Main, :(@fastmath x.min)) == :(x.min) @test macroexpand(Main, :(@fastmath sincos(x))) == :(Base.FastMath.sincos_fast(x)) end const one32 = one(Float32) const eps32 = eps(Float32) const eps32_2 = eps32/2 # Note: Cannot use local functions since these are not yet optimized fm_ieee_32(x) = x + eps32_2 + eps32_2 fm_fast_32(x) = @fastmath x + eps32_2 + eps32_2 const one64 = one(Float64) const eps64 = eps(Float64) const eps64_2 = eps64/2 # Note: Cannot use local functions since these are not yet optimized fm_ieee_64(x) = x + eps64_2 + eps64_2 fm_fast_64(x) = @fastmath x + eps64_2 + eps64_2 fm_ieee_64_upd(x) = (r=x; r+=eps64_2; r+=eps64_2) fm_fast_64_upd(x) = @fastmath (r=x; r+=eps64_2; r+=eps64_2) @testset "basic arithmetic" begin @test fm_ieee_32(one32) == one32 @test (fm_fast_32(one32) == one32 || fm_fast_32(one32) == one32 + eps32 > one32) @test fm_ieee_64(one64) == one64 @test (fm_fast_64(one64) == one64 || fm_fast_64(one64) == one64 + eps64 > one64) # check updating operators @test fm_ieee_64_upd(one64) == one64 @test (fm_fast_64_upd(one64) == one64 || fm_fast_64_upd(one64) == one64 + eps64 > one64) let epsf = 1.0f0/2^15, one_epsf = 1+epsf @test @fastmath(one_epsf * one_epsf - 1) ≈ Float32(65537/1073741824) end let eps = 1.0/2^30, one_eps = 1+eps @test @fastmath(one_eps * one_eps - 1) ≈ 2147483649/1152921504606846976 end for T in (Float32, Float64, BigFloat) zero = convert(T, 0) one = convert(T, 1) + eps(T) two = convert(T, 2) + 1//10 three = convert(T, 3) + 1//100 @test @fastmath(+two) ≈ +two @test @fastmath(-two) ≈ -two @test @fastmath(zero+one+two) ≈ zero+one+two @test @fastmath(zero-one-two) ≈ zero-one-two @test @fastmath(one*two*three) ≈ one*two*three @test @fastmath(one/two/three) ≈ one/two/three @test @fastmath(rem(two,three)) ≈ rem(two,three) @test @fastmath(mod(two,three)) ≈ mod(two,three) @test @fastmath(cmp(two,two)) == cmp(two,two) @test @fastmath(cmp(two,three)) == cmp(two,three) @test @fastmath(cmp(three,two)) == cmp(three,two) @test @fastmath(one/zero) == convert(T,Inf) @test @fastmath(-one/zero) == -convert(T,Inf) @test isnan(@fastmath(zero/zero)) # must not throw for x in (zero, two, convert(T, Inf), convert(T, NaN)) @test @fastmath(isfinite(x)) @test !@fastmath(isinf(x)) @test !@fastmath(isnan(x)) @test !@fastmath(issubnormal(x)) end end for T in (ComplexF32, ComplexF64, Complex{BigFloat}) zero = convert(T,0) one = convert(T,1) + im*eps(real(convert(T,1))) two = convert(T,2) + im//10 three = convert(T,3) + im//100 @test @fastmath(+two) ≈ +two @test @fastmath(-two) ≈ -two @test @fastmath(zero+one+two) ≈ zero+one+two @test @fastmath(zero-one-two) ≈ zero-one-two @test @fastmath(one*two*three) ≈ one*two*three @test @fastmath(one/two/three) ≈ one/two/three @test @fastmath(three == two) == (three == two) @test @fastmath(three != two) == (three != two) @test isnan(@fastmath(one/zero)) # must not throw @test isnan(@fastmath(-one/zero)) # must not throw @test isnan(@fastmath(zero/zero)) # must not throw for x in (zero, two, convert(T, Inf), convert(T, NaN)) @test @fastmath(isfinite(x)) @test !@fastmath(isinf(x)) @test !@fastmath(isnan(x)) @test !@fastmath(issubnormal(x)) end end end # math functions @testset "real arithmetic" begin for T in (Float16, Float32, Float64, BigFloat) half = 1/convert(T,2) third = 1/convert(T,3) for f in (:+, :-, :abs, :abs2, :conj, :inv, :sign, :acos, :asin, :asinh, :atan, :atanh, :cbrt, :cos, :cosh, :exp10, :exp2, :exp, :log10, :log1p, :log2, :log, :sin, :sinh, :sqrt, :tan, :tanh) @eval begin @test @fastmath($f($half)) ≈ $f($half) @test @fastmath($f($third)) ≈ $f($third) end end if T != Float16 for f in (:expm1,) @eval begin @test @fastmath($f($half)) ≈ $f($half) @test @fastmath($f($third)) ≈ $f($third) end end end for f in (:acosh,) @eval begin @test @fastmath($f(1+$half)) ≈ $f(1+$half) @test @fastmath($f(1+$third)) ≈ $f(1+$third) end end for f in (:sincos,) @eval begin @test all(@fastmath($f($half)) .≈ $f($half)) @test all(@fastmath($f($third)) .≈ $f($third)) end end for f in (:+, :-, :*, :/, :%, :(==), :!=, :<, :<=, :>, :>=, :^, :atan, :hypot, :max, :min, :log) @eval begin @test @fastmath($f($half, $third)) ≈ $f($half, $third) @test @fastmath($f($third, $half)) ≈ $f($third, $half) end end for f in (:minmax,) @eval begin @test @fastmath($f($half, $third)[1]) ≈ $f($half, $third)[1] @test @fastmath($f($half, $third)[2]) ≈ $f($half, $third)[2] @test @fastmath($f($third, $half)[1]) ≈ $f($third, $half)[1] @test @fastmath($f($third, $half)[2]) ≈ $f($third, $half)[2] end end end end @testset "complex arithmetic" begin for T in (ComplexF32, ComplexF64, Complex{BigFloat}) half = (1+1im)/T(2) third = (1-1im)/T(3) # some of these functions promote their result to double # precision, but we want to check equality at precision T rtol = Base.rtoldefault(real(T)) for f in (:+, :-, :abs, :abs2, :conj, :inv, :sign, :acos, :acosh, :asin, :asinh, :atan, :atanh, :cis, :cos, :cosh, :exp10, :exp2, :exp, :expm1, :log10, :log1p, :log2, :log, :sin, :sinh, :sqrt, :tan, :tanh) @eval begin @test @fastmath($f($half)) ≈ $f($half) rtol=$rtol @test @fastmath($f($third)) ≈ $f($third) rtol=$rtol end end for f in (:+, :-, :*, :/, :(==), :!=, :^, :log) @eval begin @test @fastmath($f($half, $third)) ≈ $f($half, $third) rtol=$rtol @test @fastmath($f($third, $half)) ≈ $f($third, $half) rtol=$rtol end end end end @testset "mixed real/complex arithmetic" begin for T in (Float32, Float64, BigFloat) CT = Complex{T} half = 1/T(2) third = 1/T(3) chalf = (1+1im)/CT(2) cthird = (1-1im)/CT(3) for f in (:+, :-, :*, :/, :(==), :!=, :^, :log) @eval begin @test @fastmath($f($chalf, $third)) ≈ $f($chalf, $third) @test @fastmath($f($half, $cthird)) ≈ $f($half, $cthird) @test @fastmath($f($cthird, $half)) ≈ $f($cthird, $half) @test @fastmath($f($third, $chalf)) ≈ $f($third, $chalf) end end @test @fastmath(third^3) ≈ third^3 @test @fastmath(chalf/third) ≈ chalf/third @test @fastmath(chalf^3) ≈ chalf^3 @test @fastmath(cis(third)) ≈ cis(third) end end @testset "issue #10544" begin a = fill(1.,2,2) b = fill(1.,2,2) @test @fastmath(a[1] += 2.0) ≈ (b[1] += 2.0) @test @fastmath(a[2] -= 2.0) ≈ (b[2] -= 2.0) @test @fastmath(a[1,1] *= 2.0) ≈ (b[1,1] *= 2.0) @test @fastmath(a[2,2] /= 2.0) ≈ (b[2,2] /= 2.0) @test @fastmath(a[1,2] ^= 2.0) ≈ (b[1,2] ^= 2.0) # test fallthrough for unsupported ops local c = 0 @test @fastmath(c |= 1) == 1 end @testset "issue #23218" begin a = zeros(1) b = [1.0] idx = (1,) @fastmath a[idx...] += b[idx...] @test a == b end @testset "literal powers" begin @test @fastmath(2^-2) == @fastmath(2.0^-2) == 0.25 end