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Trending on X. Powered by TaskOn🚀 The @Lunascape campaign just took off, and this is exactly what happens when the right community meets the right quest with the right partner. #TaskOn# #Lunascape# #Web3#

Trending on X. Powered by TaskOn🚀 The @Lunascape campaign just took off, and this is exactly what happens when the right community meets the right quest with the right partner. #TaskOn# #Lunascape# #Web3#

Taskon新任务领一个DC角色 @NeoSoulAI 按上面顺序做下来就行 主要是关注+参与0g链上的测试网交互 如果一直跟着的点点都能过了 另外taskon上的每日签到也顺带做下 签到有两个+推文评论，有一个是DC25级才能签 DC角色尽量多收集 这个task积分攒着后面可能可以换SBT 注：以上内容仅为信息分享，不代表任何，DYOR~

A historic “family photo” of Chinese taikonauts in orbit! 📸 The crew members of #Shenzhou21# and #Shenzhou23# pose for a real-time snapshot aboard the Chinese space station.

The glory work of GPU scheduling is in the frontier data centers with hundreds of thousands of GPUs, but a lot of research work is done with single GPU jobs on modest clusters, and the scheduling leaves much to be desired. I wish there were a clean way to preempt GPU tasks, so long running tasks could be transparently paused to allow higher priority tasks to get the minimum time-to-results. Manual checkpointing and cooperative multitasking is an option, but it complicates codebases and is fertile ground for bugs. It feels like most of the pieces are present: Everything goes through page tables on the GPUs already, Nvidia UVM (Unified Virtual Memory) allows demand paging to host memory, and MPS (Multi-Process Service) could act as a CUDA shim to force everything to use a different memory allocator. Memory page thrashing would be catastrophic for GPU tasks, but the idea would be to pause the host task of the low priority process, then let the high priority process force only the necessary pages out (or maybe none at all, if the memory pressure wasn’t high enough) while it is running, then resume the low priority task on completion, allowing it to page everything back in. Task switching at the level of tens of seconds, not milliseconds. Even if it didn’t handle absolutely all memory (kernel allocations and such) and had some overhead, that would be quite useful. Of course, Nvidia would prefer you to Just Buy More GPUs!

President Xi Jinping attended the reception marking the 76th anniversary of the founding of the People’s Republic of China and delivered important remarks. As we look back, we cannot but marvel at the great journey the Chinese nation has traversed from facing existential crisis to great rejuvenation. It is a journey full of challenges and hardships, but it is also a forward march with confidence that leads China from one victory to another. We should keep drawing inspirations from the past, develop our country better, and ensure even greater success in our cause pioneered by the older generations of leaders and our fallen revolutionary heroes. Since the beginning of this year, in the face of complex developments, we have deepened reform across the board, taken solid steps to pursue high-quality development, endeavored to ensure and improve people’s well-being, and further exercised full and rigorous self-governance of the Party. New achievements have been made in all the endeavors of the Party and the country. Next month, our Party will convene the Fourth Plenary Session of its 20th Central Committee to consider and adopt the recommendations for formulating the 15th Five-Year Plan. We should keep in mind the Party’s central task on the new journey of the new era, ensure the adoption and implementation of the objectives, tasks, and strategic initiatives for the 15th Five-Year Plan, and achieve decisive progress in basically realizing socialist modernization. As changes in the world not seen in a century accelerate, we should vigorously champion the common values of humanity, and practice true multilateralism. We should continue to implement the Global Development Initiative, the Global Security Initiative, the Global Civilization Initiative and the Global Governance Initiative and, together with all other countries, strive to build a community with a shared future for humanity.