Tag: AI workloads
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The Register: Apple throws shade on pokey AI PCs, claims its maxed out M4 chips are 4x faster
Source URL: https://www.theregister.com/2024/10/31/apple_m4_ai_chip/ Source: The Register Title: Apple throws shade on pokey AI PCs, claims its maxed out M4 chips are 4x faster Feedly Summary: Busy week for Cupertino sees shrunken Mac minis, updated lappies, and new SoCs With the arrival of its M4 silicon on the Mac this week, Apple wants the world to…
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Hacker News: What’s new with Robinhood, our in-house load balancing service
Source URL: https://dropbox.tech/infrastructure/robinhood-in-house-load-balancing-service Source: Hacker News Title: What’s new with Robinhood, our in-house load balancing service Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the development and implementation of “Robinhood,” Dropbox’s internal load balancing service that efficiently manages traffic across servers to improve infrastructure reliability and reduce hardware costs. It highlights…
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Cloud Blog: Powerful infrastructure innovations for your AI-first future
Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…
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Hacker News: AI Flame Graphs
Source URL: https://www.brendangregg.com/blog//2024-10-29/ai-flame-graphs.html Source: Hacker News Title: AI Flame Graphs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Intel’s development of a tool called AI Flame Graphs, designed to optimize AI workloads by profiling resource utilization on AI accelerators and GPUs. By visualizing the software stack and identifying inefficiencies, this tool…
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The Register: OpenAI reportedly asks Broadcom for help with custom inferencing silicon
Source URL: https://www.theregister.com/2024/10/30/openai_broadcom_tsmc_custom_silicon/ Source: The Register Title: OpenAI reportedly asks Broadcom for help with custom inferencing silicon Feedly Summary: Fabbed by TSMC, needed for … it’s a secret OpenAI is reportedly in talks with Broadcom to build a custom inferencing chip.… AI Summary and Description: Yes Summary: OpenAI is in discussions with Broadcom to create…
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The Register: AMD teases its GPU biz ‘approaching the scale’ of CPU operations
Source URL: https://www.theregister.com/2024/10/30/amd_q3_2024/ Source: The Register Title: AMD teases its GPU biz ‘approaching the scale’ of CPU operations Feedly Summary: Q3 profits jump 191 percent from last quarter on revenues of $6.2 billion, helped by accelerated interest in Instinct AMD continued to ride a wave of demand for its Instinct MI300X AI accelerators – its…
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Hacker News: OpenAI will start using AMD chips and could make its own AI hardware in 2026
Source URL: https://www.theverge.com/2024/10/29/24282843/openai-custom-hardware-amd-nvidia-ai-chips Source: Hacker News Title: OpenAI will start using AMD chips and could make its own AI hardware in 2026 Feedly Summary: Comments AI Summary and Description: Yes Summary: OpenAI is advancing its efforts in custom silicon development for AI workloads by collaborating with Broadcom and utilizing AMD chips in Microsoft Azure. However,…
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The Register: The troublesome economics of CPU-only AI
Source URL: https://www.theregister.com/2024/10/29/cpu_gen_ai_gpu/ Source: The Register Title: The troublesome economics of CPU-only AI Feedly Summary: At the end of the day, it all boils down to tokens per dollar Analysis Today, most GenAI models are trained and run on GPUs or some other specialized accelerator, but that doesn’t mean they have to be. In fact,…