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2 changes: 2 additions & 0 deletions Project.toml
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@ DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
DiffRules = "b552c78f-8df3-52c6-915a-8e097449b14b"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
Preferences = "21216c6a-2e73-6563-6e65-726566657250"
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
Expand All @@ -20,6 +21,7 @@ DiffResults = "0.0.1, 0.0.2, 0.0.3, 0.0.4, 1.0.1"
DiffRules = "1.2.1"
DiffTests = "0.0.1, 0.1"
NaNMath = "0.2.2, 0.3"
Preferences = "1"
SpecialFunctions = "0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.10, 1.0"
StaticArrays = "0.8.3, 0.9, 0.10, 0.11, 0.12, 1.0"
julia = "1"
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11 changes: 9 additions & 2 deletions docs/src/user/advanced.md
Original file line number Diff line number Diff line change
Expand Up @@ -138,8 +138,15 @@ decrease performance (~5%-10% on our benchmarks).

In order to preserve performance in the majority of use cases, ForwardDiff disables this
check by default. If your code is affected by this `NaN` behavior, you can enable
ForwardDiff's `NaN`-safe mode by setting the `NANSAFE_MODE_ENABLED` constant to `true` in
ForwardDiff's source. The constant is located in `src\prelude.jl`.
ForwardDiff's `NaN`-safe mode by using the
[Preferences.jl](https://github.com/JuliaPackaging/Preferences.jl) API to set
the `nansafe_mode` preference to true, for example via:

```julia
julia> using ForwardDiff, Preferences

julia> set_preferences!(ForwardDiff, "nansafe_mode" => true)
```

In the future, we plan on allowing users and downstream library authors to dynamically
enable [NaN`-safe mode via the `AbstractConfig`
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3 changes: 3 additions & 0 deletions src/ForwardDiff.jl
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,9 @@ module ForwardDiff
using DiffRules, DiffResults
using DiffResults: DiffResult, MutableDiffResult, ImmutableDiffResult
using StaticArrays
if VERSION >= v"1.6"
using Preferences
end
using Random
using LinearAlgebra

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6 changes: 5 additions & 1 deletion src/prelude.jl
Original file line number Diff line number Diff line change
@@ -1,4 +1,8 @@
const NANSAFE_MODE_ENABLED = false
@static if VERSION >= v"1.6"
const NANSAFE_MODE_ENABLED = @load_preference("nansafe_mode", false)
else
const NANSAFE_MODE_ENABLED = false
end

const AMBIGUOUS_TYPES = (AbstractFloat, Irrational, Integer, Rational, Real, RoundingMode)

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