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I've adopted Benchmark project from FsPickler. There are some benchmarks that you may find interesting. Some benchmarks fail because of lack of support. Here are results:
FSharp.Json.Benchmarks.Array3D.Array3DRoundtrip
Benchmarks with issues:
Array3DRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.BoxedArray.BoxedArrayRoundtrip
FSharp.Json.Benchmarks.Dictionary.DictionaryRoundtrip
Benchmarks with issues:
DictionaryRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.ExceptionBench.ExceptionRoundtrip
Benchmarks with issues:
ExceptionRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.FloatArray.FloatArrayRoundtrip
Benchmarks with issues:
FloatArrayRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.FSharpBinTree.FSharpBinaryRoundtrip
FSharp.Json.Benchmarks.FSharpList.FSharpListRoundtrip
FSharp.Json.Benchmarks.FSharpMap.FSharpMapRountrip
FSharp.Json.Benchmarks.FSharpSet.FSharpSetRoundtrip
Benchmarks with issues:
FSharpSetRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.ISerializable.ISerializableRoundtrip
Benchmarks with issues:
ISerializableRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.LargeObject.LargeFSharpValueRoundtrip
Benchmarks with issues:
LargeFSharpValueRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.LargeTuple.LargeTupleRoundtrip
FSharp.Json.Benchmarks.MemberInfo.MemberInfoRoundtrip
Benchmarks with issues:
MemberInfoRoundtrip.Newtonsoft.Json: DefaultJob
MemberInfoRoundtrip.FSharp.Json: DefaultJob
FSharp.Json.Benchmarks.Poco.PocoRoundtrip
Benchmarks with issues:
PocoRoundtrip.FSharp.Json: DefaultJob