Add safe mode (#55)

* Add safe mode

* Add test to check that safe mode is on by default

* Bump minor version

* Update test/dense.jl

---------

Co-authored-by: Guillaume Dalle <22795598+gdalle@users.noreply.github.com>

Project.toml

@@ -3,7 +3,7 @@ uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
 authors = [
  "Vaibhav Dixit <vaibhavyashdixit@gmail.com>, Guillaume Dalle and contributors",
 ]
-version = "1.1.0"
+version = "1.2.0"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"

src/dense.jl

@@ -172,8 +172,14 @@ mode(::AutoSymbolics) = SymbolicMode()
 Struct used to select the [Tapir.jl](https://github.com/withbayes/Tapir.jl) backend for automatic differentiation.
 
 Exported from [ADTypes.jl](https://github.com/SciML/ADTypes.jl).
+
+# Keyword Arguments
+
+- `safe_mode::Bool`: whether to run additional checks to catch errors early. On by default. Turn off to maximise performance if your code runs correctly.
 """
-struct AutoTapir <: AbstractADType end
+Base.@kwdef struct AutoTapir <: AbstractADType
+ safe_mode::Bool = true
+end
 
 mode(::AutoTapir) = ReverseMode()
 

test/dense.jl

@@ -138,6 +138,10 @@ end
  @test ad isa AbstractADType
  @test ad isa AutoTapir
  @test mode(ad) isa ReverseMode
+ @test ad.safe_mode
+
+ ad = AutoTapir(; safe_mode=false)
+ @test !ad.safe_mode
 end
 
 @testset "AutoTracker" begin