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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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What Is Bitcoin?

Bitcoin is a decentralized digital currency that you can buy, sell and exchange directly, without an intermediary like a bank. Bitcoin’s creator, Satoshi Nakamoto, originally described the need for β€œan electronic payment system based on cryptographic proof instead of trust.” Each and every Bitcoin transaction that’s ever been made exists on a public ledger accessible to everyone, making transactions hard to reverse and difficult to fake. That’s by design: Core to their decentralized nature, Bitcoins aren’t backed by the government or any issuing institution, and there’s nothing to guarantee their value besides the proof baked in the heart of the system. β€œThe reason why it’s worth money is simply because we, as people, decided it has valueβ€”same as gold,” says Anton Mozgovoy, co-founder & CEO of digital financial service company Holyheld.

Tata Power whose core business is to generate, transmit and distribute electricity has made no money to investors in the last one decade. That is a big blunder considering it is one of the largest power generation companies in the country. One of the reasons is the company's huge debt levels which stood at β‚Ή43,559 crore at the end of March 2021 compared to the company’s market capitalisation of β‚Ή44,447 crore.

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