blasfeo
prometeo
| blasfeo | prometeo | |
|---|---|---|
| 6 | 11 | |
| 278 | 610 | |
| - | - | |
| 5.3 | 0.0 | |
| 7 months ago | almost 2 years ago | |
| Assembly | Python | |
| GNU General Public License v3.0 or later | BSD 2-clause "Simplified" License |
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blasfeo
- Blasfeo - Basic linear algebra subroutines for embedded optimization
- Blasfeo – Basic linear algebra subroutines for embedded optimization
- Where can I find safety critical or hard real-time C or C++ libraries?
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Show HN: prometeo – a Python-to-C transpiler for high-performance computing
Intrinsics (or directly assembly) are used in BLASFEO (https://github.com/giaf/blasfeo) the linear package used by prometeo. It would be cool to generate assembly directly for a few things, but that would require quite a bit of work!
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Parsing Protobuf at 2+GB/s: How I Learned To Love Tail Calls in C
I'm wondering how the tailcalls would fair against the assembly code for linear algebra, like for example in the blasfeo library.
prometeo
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Borgo is a statically typed language that compiles to Go
Not impossible but I guess you might end up with an extra runtime layer and some more dynamic operations will not be very fast. Or you restrict it to a subset of Python like this project does: https://github.com/zanellia/prometeo
You could of course write a bytecode VM in Golang but I guess that defeats the purpose.
- Are there any libraries that can easily convert Python to C/C#/or C++? Ones where a person doesn't have to "calibrate" it, just, pip install library and then they can have their Python code in C,C#,or C++?
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I made a Python compiler, that can compile Python source down to fast, standalone executables.
Honest question: How does pycom compare to similar tools like Nuitka, prometeo, or mypyc?
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Profiling and Analyzing Performance of Python Programs
If you don't mind switching to a little different syntax of Python, then you also might want to take a look at prometeo - an embedded domain specific language based on Python, specifically aimed at scientific computing. Prometeo programs transpile to pure C code and its performance can be comparable with hand-written C code.
- GitHub - zanellia/prometeo: An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing
- Show HN: Prometeo – a Python-to-C transpiler for high-performance computing
- An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing
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Show HN: prometeo – a Python-to-C transpiler for high-performance computing
This is awesome! The direction of using a subset of python, while leveraging the user base and static typing to accomplish some other everyday task in a different language is very legit IMO.
I took a cursory look at:
https://github.com/zanellia/prometeo/blob/master/prometeo/cg...
It seems quite similar in spirit to
https://github.com/adsharma/py2many/blob/main/pyrs/transpile...
I'm not spending much time on py2many last few months (started a new job). Let me know if any of it sounds useful - especially the ability to transpile to 7-8 languages including Julia, C++ and Rust.
What are some alternatives?
hpipm - High-performance interior-point-method QP and QCQP solvers
Octavian.jl - Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
OpenBLAS - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
llvm-cbe - resurrected LLVM "C Backend", with improvements
StaticCompiler.jl - Compiles Julia code to a standalone library (experimental)
blas - Wrappers for BLAS (Fortran)
acados - Fast and embedded solvers for nonlinear optimal control
MatrixEquations.jl - Solution of Lyapunov, Sylvester and Riccati matrix equations using Julia
textX - Domain-Specific Languages and parsers in Python made easy http://textx.github.io/textX/
blis - BLAS-like Library Instantiation Software Framework