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Изворен канал @pythonotes · Post #396 · 9 окт.

7.09.2025 состоялся релизPithon 3.14! На фоне хайпа про NoGIL всё позабыли про другие фичи. Особенно про Multiple Interpreters, который обещает изоляцию процессов но с эффективностью потоков! На сколько действительно это будет эффективно мы узнаем позже, потому что сейчас это лишь первый релиз с ограничениями и недоработками. Но что там про NoGIL? Теперь этот режим не экспериментальный, а официально поддерживаемый, но опциональный. Чтобы запустить без GIL нужна специальная сборка. И перед стартом нужно объявить переменную PYTHON_GIL=0 Для вас я собрал готовый репозиторий где достаточно запустить скрпит, который всё сделает: ▫️ соберет релизный Python 3.14 в новый Docker-образ ▫️ запустит тесты в контейнере (GIL, NoGIL, MultiInterpreter) ▫️ распечатает результаты Тест очень простой, усложняйте сами) Вот какие результаты у меня: === Running ThreadPoolExecutor GIL ON TOTAL TIME: 45.48 seconds === Running ThreadPoolExecutor GIL OFF TOTAL TIME: 6.14 seconds === Running basic Thread GIL ON TOTAL TIME: 45.54 seconds === Running basic Thread GIL OFF TOTAL TIME: 4.74 seconds === Running with Multi Interpreter TOTAL TIME: 18.30 seconds Если сравнивать GIL и NoGIL, то на мои 32 ядра прирост х7-x10 (почему не х32? 🤷). При этом нам обещают что скорости будут расти с новыми релизами. Режим без GIL похож (визуально) на async, тоже параллельно, тоже не по порядку. Но это не IO! и от того некоторый диссонанс в голове 😵‍💫, нас учили не так! Интересно, что чистый Thread работает быстрей чем ThreadPoolExecutor без GIL. Ну и где-то плачет один адепт мульти-интерпретаторов😭 Теперь нужно искать где они могут пригодиться с такой-то скоростью. Скорее всего своя область применения найдется. Отдельно я затестил память и вот что вышло на 32 потока: ThreadPoolExecutor GIL ON 305.228 MB ThreadPoolExecutor GIL OFF 500.176 MB basic Thread GIL ON 90.668 MB basic Thread GIL OFF 472.444 MB with Multi Interpreter 1267.788 MB Пока не знаю как к этому относиться) В целом - радует направление развития! #release

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #491 · 26.12.2025 г., 16:38

➤ Device = Redmi K50 Ultra ➤ HyperOS 2.2 Version = 2.0.211.0.VLFCNXM ➤ Android Version = 15 ➤ Number of Update = 5 ➤Region = China 📆26/12/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog: (System) Merged December 2025 security patches to enhance system security *Mi Pilot Release

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #418 · 26.08.2025 г., 17:25

Redmi K50 Ultra / Xiaomi 12T Pro - China Stable - OS2.0.206.0.VLFCNXM (Android 15) 📆2025/08/26 📱#diting 📥Recovery ROM 📝Changelog: [System] Optimization System stability Fix Errors occurred in some cases Updated the security patch to August 2025. Increased system security. 🔗@xiaomiui | @miui_download | @hyperosfirmware | HyperOS Updates | XiaomiTime

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #416 · 21.08.2025 г., 04:09

➤ Device = Redmi K50 Ultra ➤ HyperOS 2.2 Version = 2.0.206.0.VLFCNXM ➤ Android Version = 15 ➤ Number of Update = 2 ➤Region = China 📆21/8/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog: (System) Optimization system stability Repair occasional abnormal issues in some scenarios Merged August 2025 security patches to enhance system security *Mi Pilot Release 🔗@TECH_MUKUL | HyperOS 2.0 | @miui_hyperos_download | @hyperossystemapps| TW

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #390 · 14.07.2025 г., 19:36

➤ Device = Redmi K50 Ultra ➤ HyperOS 2.2 Version = 2.0.203.0.VLFCNXM ➤ Android Version = 15 ➤ Number of Update = 1 ➤Region = China 📆14/7/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog: (Accessibility) Fix: Touch gestures stopped working in TalkBack mode Fix: Volume buttons didn't work in TalkBack mode Fix: Issues that prevented Recorder from capturing TalkBack audio Fix: Issues with announcements for unselected items in Calendar and other apps Fix: Some buttons weren't announced in several apps, including Settings, Control center, Messaging, Contacts, Weather, Notes, and Browser (System animations) Optimization: Interrupt animation when entering subpages within apps Optimization: Interrupt animation during app transitions (Status bar, Notification shade) New: Some status bar icons now support custom display (System) Optimization: Immersive effect for full screen indicator in certain scenarios Optimization: Updated styles for some classic pages Optimization: Animation effects when launching apps Optimization: Scrolling performance on content feeds in some third party apps Updated the security patch to June 2025. Increased system security. (Settings) Optimization: Added a shortcut to system navigation settings in Home screen settings (Lock screen) New: Eastern aesthetics lock screen templates *Mi Pilot Release

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #381 · 29.06.2025 г., 00:26

HyperTN | Updates Mod by Thang Nguyen Wed Jun 25 22:17:29 +07 2025 Website: https://www.hypertn.io.vn - Device: Redmi K50 Ultra / Mi 12T Pro - Codename: #DITING - Xiaomi Version: OS2.0.7.0.VLFCNXM - Android: 15 - TN Version: 3.0 (All information) - Language: Add Multilanguage - Rom Type: Only Fastboot - EROFS (VAB) - Encrypted By @nvthang2303 Channel @MiuiTNChannel Group @MiuiTNGroup Tracker @HyperTNTracker

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #357 · 10.06.2025 г., 15:03

➤ Device = Redmi K50 Ultra ➤ HyperOS 2 Version = 2.0.7.0.VLFCNXM ➤ Android Version = 15 ➤ Number of Update = 3 ➤Region = China 📆10/6/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog: (System) Merge the June 2025 security patch to enhance system security *Mi Pilot Release 🔗@TECH_MUKUL | HyperOS 2.0 | @miui_hyperos_download | @hyperossystemapps| TW

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #310 · 14.04.2025 г., 18:35

➤ Device = Xiaomi 12T Pro ➤ HyperOS 2 Version = 2.0.1.0.VLFMIXM ➤ Android Version = 15 ➤ Number of Update = 1 ➤Region = Global 📆14/4/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog:here *Public Release

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #295 · 28.03.2025 г., 14:31

➤ Device = REDMI K50 Ultra ➤ HyperOS 2 Version = 2.0.5.0.VLFCNXM ➤ Android Version = 15 ➤ Number of Update = 1 ➤Region = China 📆28/3/2025 📱#diting 📥Recovery ROM (Mirror) 📝Changelog: (Alive Design Philosophy) Alive Design Philosophy unveils fresh, vibrant design across the whole system, making every interaction feel smooth and alive. All-new Artistic Lock screen: Artistic Lock screen brings new templates and effects inspired by classic designs, giving your device a cinematic look every time you unlock it. All-new Weather Real-time Weather Engine 2.0 shows you the sky and clouds just like in real life - even lets you see rainbows and the Milky Way. All-new Calendar: The new Desktop calendar adds a touch of ritual to your day. All-new Clock: Updated Clock uses a more refined display structure for a more elegant, easy-to-read look. Updated animations: A full-scale animation upgrade makes every interaction flow smoothly and feel stable, responsive, and comfortable. (Xiaomi HyperCore) Xiaomi HyperCore, Xiaomi's proprietary core technology platform, enhances performance, graphics, network, and security. New dynamic memory: New technology allows precise resource allocation, so apps start up faster. Upgraded rendering: Upgraded rendering for multitasking extends battery life. Heterogeneous computing: Enhanced rendering pipeline boosts hardware performance for faster, more efficient visuals. (Xiaomi HyperConnect) Improved device connectivity framework. (Improved Home Screen+) You can drag apps from your phone to Xiaomi tablets or add them as native apps. (Updated multi-device camera) The upgraded multi-device camera allows you to use two cameras simultaneously for live streaming from multiple angles. *Mi Pilot Release

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HyperOS Updates Download by XiaomiTime

@miui_download · Post #24890 · 09.05.2026 г., 13:07

Redmi K50 Ultra, Xiaomi 12T Pro - China - OS3.0.2.0.VLFCNXM (Android 15) 📆2026/05/09 #release📱#diting 📥Recovery ROM 📝Changelog: [System] Increased system security. 🔗@xiaomiui | @miui_download | @hyperosfirmware | MemeOS Updates | XimiTime

Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #377 · 24.06.2025 г., 04:13

¡New build available! #A15#diting Code Name:diting Device:Xiaomi 12T Pro / Redmi K50 Ultra File Name:xperience-19.1.0-20250623-213918-NIGHTLY-diting.zip File Size:3.3G sha256sum:b9c01d0a5edad1b7a5d545f3a2a777aa9423c7e569392ea8dcbc5201d0f62f61 Downloads: SourceForge | Pling fast download Required Firmware Recovery Maintainer:@TeamMEX_XDA (Kισżż) Install steps: Changelog: - Merge 2025-06-05 SLP (whitout qpr2) - Optimize dalvik and dext2oat - Update translations If you like my work and want to support it please consider making a donation this helps with server costs. Donate PayPal

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