Tag: throughput
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Hacker News: How to prove false statements? (Part 1)
Source URL: https://blog.cryptographyengineering.com/2025/02/04/how-to-prove-false-statements-part-1/ Source: Hacker News Title: How to prove false statements? (Part 1) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text delves into the implications of theoretical models in cryptography, particularly focusing on the random oracle model (ROM) and its impact on the practical security of cryptographic schemes. It emphasizes the…
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Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs
Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…
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Hacker News: Better AI Is a Matter of Timing
Source URL: https://spectrum.ieee.org/mems-time Source: Hacker News Title: Better AI Is a Matter of Timing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses innovations in clock technology for AI workloads, highlighting SiTime’s new MEMS-based Super-TCXO clock. This advancement aims to provide enhanced synchronization, energy savings, and improved efficiency in data centers, particularly…
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Hacker News: Running DeepSeek R1 Models Locally on NPU
Source URL: https://blogs.windows.com/windowsdeveloper/2025/01/29/running-distilled-deepseek-r1-models-locally-on-copilot-pcs-powered-by-windows-copilot-runtime/ Source: Hacker News Title: Running DeepSeek R1 Models Locally on NPU Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in AI deployment on Copilot+ PCs, focusing on the release of NPU-optimized DeepSeek models for local AI application development. It highlights how these innovations, particularly through the use…
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The Register: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say
Source URL: https://www.theregister.com/2025/01/29/linux_kernel_tweak/ Source: The Register Title: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say Feedly Summary: Not bad for 30 lines of code Hardware keeps getting faster, but it’s still worth taking a step back periodically and revisiting your code. You might just uncover a little tweak that wrings…
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Hacker News: Case Study: ByteDance Uses eBPF to Enhance Networking Performance
Source URL: https://ebpf.foundation/case-study-bytedance-uses-ebpf-to-enhance-networking-performance/ Source: Hacker News Title: Case Study: ByteDance Uses eBPF to Enhance Networking Performance Feedly Summary: Comments AI Summary and Description: Yes Summary: The case study discusses Bytedance’s implementation of eBPF technology to enhance the performance and stability of its data center networking solutions. By transitioning to netkit, an eBPF-powered networking device, Bytedance…
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Hacker News: Has DeepSeek improved the Transformer architecture
Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…
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Hacker News: Linux kernel could cut energy use in data centres by up to 30 per cent
Source URL: https://cs.uwaterloo.ca/news/cheriton-school-computer-science-researchers-update-linux Source: Hacker News Title: Linux kernel could cut energy use in data centres by up to 30 per cent Feedly Summary: Comments AI Summary and Description: Yes Summary: Researchers have enhanced the Linux kernel to improve data center energy efficiency significantly, potentially reducing consumption by up to 30%. This innovation can have…