#typescript
Cloudflare AI offers tools and packages to help you build and run AI applications easily on Cloudflare’s global network, using their Workers AI and AI Gateway services. You can develop, test, and deploy AI-powered apps with low latency and high performance, thanks to Cloudflare’s edge computing and GPU infrastructure. The platform supports popular AI models and integrates with other Cloudflare services like vector databases and data lakes, reducing complexity and cost. It also ensures privacy by not training models on your data. This setup helps you quickly create scalable, efficient AI apps that deliver great user experiences and comply with data rules.
https://github.com/cloudflare/ai
Какие преимущества даст переход на Vulkan для отрисовки UI в Android?
🚀Производительность: Vulkan обеспечивает более эффективную работу с GPU и CPU, сокращая оверхед и повышая FPS. Лучше работает во множество поток
🔋Энергоэффективность: Снижение нагрузки на процессор ведёт к заметной экономии заряда аккумулятора.
⛏️Контроль и гибкость: Разработчики получают больше возможностей для тонкой настройки графического рендеринга и оптимизации приложений.
✅Кроссплатформенность: Vulkan поддерживается на многих платформах, что облегчает переносимость кода и улучшает совместимость приложений.
Аналогичный переход сделала Apple, когда отказалась от OpenGL ES в iOS, заменив его на API Metal, которое призвано выполнять аналогичные функции, что и Vulkan.
#android#vulkan
‼️Vulkan станет основной технологий для рендеринга UI в Android
Начиная, с Android 17 большая часть устройств перейдет на рендеринг UI с OpenGL ES на Vulkan, а поддержку OpenGL будет убрана и станет доступна через ANGLE для трансляции команд в Vulkan.
#android#android17#vulkan#opengl
#java#minecraft#minecraft_mod#vulkan#vulkan_renderer
VulkanMod is a Fabric mod that replaces Minecraft Java's old OpenGL renderer with a modern Vulkan 1.2 engine, cutting CPU overhead, boosting GPU performance, and adding features like Wayland support and chunk optimizations for much higher FPS and smoother gameplay. Install Fabric loader, download the .jar from Modrinth or CurseForge, and drop it in your .minecraft/mods folder to enjoy lag-free worlds and better hardware use right away—perfect for high-res packs or busy servers.
https://github.com/xCollateral/VulkanMod
#rust#d3d12#gpu#hacktoberfest#metal#opengl#rust#vulkan#webgpu
**wgpu** is a powerful graphics library for Rust that works on many platforms, including Windows, macOS, Linux, and the web. It supports various graphics APIs like Vulkan, Metal, and DirectX. This library is safe and portable, making it easy to create graphics and compute applications. Using **wgpu**, you can build fast and efficient graphics programs that run on different devices and browsers, which is beneficial for developers who want to create cross-platform applications.
https://github.com/gfx-rs/wgpu
#cplusplus#best_practices#cpp#graphics#graphics_programming#khronos#tutorials#vulkan#vulkan_api#vulkan_samples
Vulkan is a powerful tool for creating high-performance graphics and computing applications. It helps developers control the GPU better, which can lead to faster and more efficient performance compared to older systems like OpenGL. Vulkan is special because it works on many different platforms, such as Windows, Linux, and Android. This means developers can create applications that run smoothly across various devices. The Vulkan Samples provide resources and tutorials to help developers learn and optimize their applications, making it easier to create high-quality graphics and computing experiences.
https://github.com/KhronosGroup/Vulkan-Samples
#cplusplus#arm#convolution#deep_learning#embedded_devices#llm#machine_learning#ml#mnn#transformer#vulkan#winograd_algorithm
MNN is a lightweight and efficient deep learning framework that helps run AI models on mobile devices and other small devices. It supports many types of AI models and can handle tasks like image recognition and language processing quickly and locally on your device. This means you can use AI features without needing to send data to the cloud, which improves privacy and speed. MNN is used in many apps, including those from Alibaba, and supports various platforms like Android and iOS. It also helps reduce the size of AI models, making them faster and more efficient.
https://github.com/alibaba/MNN