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πŸ–₯ Новый Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊ Function (fxn) ΠΊΠΎΠΌΠΏΠΈΠ»ΠΈΡ€ΡƒΠ΅Ρ‚ Python-Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΈ Π² Π½Π°Ρ‚ΠΈΠ²Π½Ρ‹ΠΉ ΠΊΠΎΠ΄ с ΠΏΡ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈΡ‚Π΅Π»ΡŒΠ½ΠΎΡΡ‚ΡŒΡŽ, сравнимой с Rust.

🧠 Как это Ρ€Π°Π±ΠΎΡ‚Π°Π΅Ρ‚?
- Π˜ΡΠΏΠΎΠ»ΡŒΠ·ΡƒΠ΅Ρ‚ΡΡ символичСскоС трассированиС Π½Π° CPython для Π°Π½Π°Π»ΠΈΠ·Π° Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ.
- ГСнСрируСтся ΠΏΡ€ΠΎΠΌΠ΅ΠΆΡƒΡ‚ΠΎΡ‡Π½ΠΎΠ΅ прСдставлСниС (IR).
- IR транслируСтся Π² C++ ΠΈΠ»ΠΈ Rust, Π° Π·Π°Ρ‚Π΅ΠΌ компилируСтся Π² Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ ΠΊΠΎΠ΄.
- ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°ΡŽΡ‚ΡΡ ΠΏΠ»Π°Ρ‚Ρ„ΠΎΡ€ΠΌΡ‹: Linux, Android, WebAssembly ΠΈ Π΄Ρ€ΡƒΠ³ΠΈΠ΅.

πŸ“¦ ΠŸΡ€ΠΈΠΌΠ΅Ρ€:
@compile
def fma(x: float, y: float, z: float) -> float:
return x * y + z
ПослС компиляции Π²Ρ‹ ΠΏΠΎΠ»ΡƒΡ‡Π°Π΅Ρ‚Π΅ Π½Π°Ρ‚ΠΈΠ²Π½Ρ‹ΠΉ Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ Ρ„Π°ΠΉΠ», ΠΊΠΎΡ‚ΠΎΡ€Ρ‹ΠΉ ΠΌΠΎΠΆΠ½ΠΎ Π·Π°ΠΏΡƒΡΠΊΠ°Ρ‚ΡŒ Π±Π΅Π· ΠΈΠ½Ρ‚Π΅Ρ€ΠΏΡ€Π΅Ρ‚Π°Ρ‚ΠΎΡ€Π° Python.

πŸ”— ΠŸΠΎΠ΄Ρ€ΠΎΠ±Π½Π΅Π΅ (https://blog.fxn.ai/python-at-the-speed-of-rust/)
πŸ”— Github (https://github.com/olokobayusuf/)

#Python #Rust #fxn #Compiler #Performance #AI #ML #Wasm

@Python_Community_ru



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πŸ–₯ Новый Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊ Function (fxn) ΠΊΠΎΠΌΠΏΠΈΠ»ΠΈΡ€ΡƒΠ΅Ρ‚ Python-Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΈ Π² Π½Π°Ρ‚ΠΈΠ²Π½Ρ‹ΠΉ ΠΊΠΎΠ΄ с ΠΏΡ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈΡ‚Π΅Π»ΡŒΠ½ΠΎΡΡ‚ΡŒΡŽ, сравнимой с Rust.

🧠 Как это Ρ€Π°Π±ΠΎΡ‚Π°Π΅Ρ‚?
- Π˜ΡΠΏΠΎΠ»ΡŒΠ·ΡƒΠ΅Ρ‚ΡΡ символичСскоС трассированиС Π½Π° CPython для Π°Π½Π°Π»ΠΈΠ·Π° Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ.
- ГСнСрируСтся ΠΏΡ€ΠΎΠΌΠ΅ΠΆΡƒΡ‚ΠΎΡ‡Π½ΠΎΠ΅ прСдставлСниС (IR).
- IR транслируСтся Π² C++ ΠΈΠ»ΠΈ Rust, Π° Π·Π°Ρ‚Π΅ΠΌ компилируСтся Π² Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ ΠΊΠΎΠ΄.
- ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°ΡŽΡ‚ΡΡ ΠΏΠ»Π°Ρ‚Ρ„ΠΎΡ€ΠΌΡ‹: Linux, Android, WebAssembly ΠΈ Π΄Ρ€ΡƒΠ³ΠΈΠ΅.

πŸ“¦ ΠŸΡ€ΠΈΠΌΠ΅Ρ€:
@compile
def fma(x: float, y: float, z: float) -> float:
return x * y + z
ПослС компиляции Π²Ρ‹ ΠΏΠΎΠ»ΡƒΡ‡Π°Π΅Ρ‚Π΅ Π½Π°Ρ‚ΠΈΠ²Π½Ρ‹ΠΉ Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ Ρ„Π°ΠΉΠ», ΠΊΠΎΡ‚ΠΎΡ€Ρ‹ΠΉ ΠΌΠΎΠΆΠ½ΠΎ Π·Π°ΠΏΡƒΡΠΊΠ°Ρ‚ΡŒ Π±Π΅Π· ΠΈΠ½Ρ‚Π΅Ρ€ΠΏΡ€Π΅Ρ‚Π°Ρ‚ΠΎΡ€Π° Python.

πŸ”— ΠŸΠΎΠ΄Ρ€ΠΎΠ±Π½Π΅Π΅ (https://blog.fxn.ai/python-at-the-speed-of-rust/)
πŸ”— Github (https://github.com/olokobayusuf/)

#Python #Rust #fxn #Compiler #Performance #AI #ML #Wasm

@Python_Community_ru

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