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πŸ–₯ Python Π½Π° скорости Rust

Новый Function (fxn) β€” Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊ, ΠΊΠΎΡ‚ΠΎΡ€Ρ‹ΠΉ 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‚ символичСскоС трассированиС Π½Π° CPython для Π°Π½Π°Π»ΠΈΠ·Π° Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ
- Π“Π΅Π½Π΅Ρ€ΠΈΡ€ΡƒΠ΅Ρ‚ ΠΏΡ€ΠΎΠΌΠ΅ΠΆΡƒΡ‚ΠΎΡ‡Π½ΠΎΠ΅ прСдставлСниС (IR)
- ВранслируСт IR Π² C++ ΠΈΠ»ΠΈ Rust, Π° Π·Π°Ρ‚Π΅ΠΌ ΠΊΠΎΠΌΠΏΠΈΠ»ΠΈΡ€ΡƒΠ΅Ρ‚ Π² Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ ΠΊΠΎΠ΄
- ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅Ρ‚ ΠΏΠ»Π°Ρ‚Ρ„ΠΎΡ€ΠΌΡ‹: Linux, Android, WebAssembly ΠΈ Π΄Ρ€.

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€Π½ΠΈΠΊ, 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΅
πŸ”— Github

@pro_python_code

#Python #Rust #fxn #Compiler #Performance #AI #ML #Wasm
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πŸ–₯ Python Π½Π° скорости Rust

Новый Function (fxn) β€” Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊ, ΠΊΠΎΡ‚ΠΎΡ€Ρ‹ΠΉ 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‚ символичСскоС трассированиС Π½Π° CPython для Π°Π½Π°Π»ΠΈΠ·Π° Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ
- Π“Π΅Π½Π΅Ρ€ΠΈΡ€ΡƒΠ΅Ρ‚ ΠΏΡ€ΠΎΠΌΠ΅ΠΆΡƒΡ‚ΠΎΡ‡Π½ΠΎΠ΅ прСдставлСниС (IR)
- ВранслируСт IR Π² C++ ΠΈΠ»ΠΈ Rust, Π° Π·Π°Ρ‚Π΅ΠΌ ΠΊΠΎΠΌΠΏΠΈΠ»ΠΈΡ€ΡƒΠ΅Ρ‚ Π² Π±ΠΈΠ½Π°Ρ€Π½Ρ‹ΠΉ ΠΊΠΎΠ΄
- ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅Ρ‚ ΠΏΠ»Π°Ρ‚Ρ„ΠΎΡ€ΠΌΡ‹: Linux, Android, WebAssembly ΠΈ Π΄Ρ€.

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€Π½ΠΈΠΊ, 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΅
πŸ”— Github

@pro_python_code

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

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How Does Bitcoin Mining Work?

Bitcoin mining is the process of adding new transactions to the Bitcoin blockchain. It’s a tough job. People who choose to mine Bitcoin use a process called proof of work, deploying computers in a race to solve mathematical puzzles that verify transactions.To entice miners to keep racing to solve the puzzles and support the overall system, the Bitcoin code rewards miners with new Bitcoins. β€œThis is how new coins are created” and new transactions are added to the blockchain, says Okoro.

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