UPDATE: see examples and ask questions at the official GH repo github.com/Suzhou-Tongyuan/JuliaCon2024-JuliaAOT . This is an unofficial announcement of the Julia AOT compiler (SyslabCC) created by Suzhou-Tongyuan , and I am the one who lead the compiler team and designed the architecture. This comp…

It’s great to have this option even if slower. [image] thautwarm: Unfortunately, binaries produced by the AOT compiler are usually slightly slower than Julia. The main reason could be the GC. bdwgc can be too general, object boxing costs much. In some computation-intensive cases, we find the c…

[image] Palli: I can guess why you get object boxing, when Julia doesn’t. A generic multiple dispatch method in Julia implies many functions, specializations based on types, infinite in fact, why I asked if you use C++ templates. If you compile one Julia function to one non-templated C++ functio…

[image] Palli: Actually to me to C# or Java seems sensible (Java isn’t slow when you avoid its object boxing, such is just very non-idiomatic code), which has very good GC available, also to Go. This would preclude many potential target platforms (e.g. microcontrollers). Are there any benefit…

[image] Palli: I do not see a good reason native Julia to be (faster or) slower than the speed of the compiled code with this compiler: binary-trees - Which programs are fastest? (Benchmarks Game) Can anyone try to compile some of the worse performing benchmarks, such as the one above? In that…

[image] GeorgeGkountouras: This would preclude many potential target platforms (e.g. microcontrollers). Are there any benefits compared to the C++ target? The C++ target is non-ideomatic C++ code, i.e. it needs GC added, and the GC for C++ must in general be conservative (and I forget if any …

[image] Palli: The C++ target is non-ideomatic C++ code, i.e. it needs GC added, and the GC for C++ must in general be conservative (and I forget if any is real-time, Java actually has hard-realtime GC as an option). Some GC based languages can have more aggressive GC. I still think C++ is ok, a…

[image] thautwarm: Julia 5 0.419s AOT/SyslabCC 5 0.032s $ hyperfine 'julia -e ""' Benchmark 1: julia -e "" Time (mean ± σ): 970.4 ms ± 2138.8 ms [User: 205.5 ms, System: 118.1 ms] Range (min … max): 197.6 ms … 7024.1 ms 10 runs Julia (1.10.3) still has a non-small startup co…

Hello, Suzhou-Tongyuan website mentions Modelica at several places, but I didn’t get details about what is provided. Does it provide a Modelica simulator/compiler? A custom one or based on an existing one (OpenModelica’s?)

Hi Pierre, as I have limited knowledge of Modelica-related works in our company (I work in the Julia team), I submitted your question to the relevant team. I’m glad to forward their response below: First of all, thank you for your interest in Suzhou Tongyuan. MWORKS.Sysplorer is a commercial Mod…

Hello, thanks for your hard work. And we have tested your compiler in our own julia code, but we have encountered some errors. And our error displays: scc WEM3D.jl -o libWEM3D.dll --mode shared --allow-dynamic --bundle ERROR: LoadError: ArgumentError: Package Base does not have Distributed in its …

SyslabCC: Suzhou-Tongyuan's proprietary Julia AOT compiler is now available for free use (personal & educational license only)

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xgdgsc August 6, 2024, 7:41am 37

What about license for open-source project? Like use for Gradual Julia-ization of Python libraries ?

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SyslabCC: Suzhou-Tongyuan's proprietary Julia AOT compiler is now available for free use (personal & educational license only)

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