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
➤ 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
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
➤ 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
➤ 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
➤ 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
➤ 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
➤ 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
¡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
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