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Source channel @githubtrending · Post #14747 · May 25

#python#deep_learning#intel#machine_learning#neural_network#pytorch#quantization Intel Extension for PyTorch boosts the speed of PyTorch on Intel hardware, including both CPUs and GPUs, by using special features like AVX-512, AMX, and XMX for faster calculations[5][2][4]. It supports many popular large language models (LLMs) such as Llama, Qwen, Phi, and DeepSeek, offering optimizations for different data types and easy GPU acceleration. This means you can run advanced AI models much faster and more efficiently on your Intel computer, with simple setup and support for both ready-made and custom models. https://github.com/intel/intel-extension-for-pytorch

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@venturevillagewall · Post #3443 · 12/19/2024, 11:00 AM

YouTube Issues and Economic Growth Users in Russia again report issues with YouTube, causing a traffic drop noted by Google. The Roskomnadzor is seeking data from providers on user attempts to access blocked sites, despite existing data collection measures not aiding user identification. The Ministry of Economic Development aims to raise processing limits to improve labor market flexibility amid staff shortages. The cybersecurity market is projected to grow by up to 30% in 2024, although some estimates suggest only 10-15% growth due to high interest rates and tax burdens. Yandex plans to negotiate with Haier, TCL, and Huawei to install its OS on all TVs sold in Russia. AI search engine Perplexity secures $500 million funding, raising its valuation to $9 billion, up from $1 billion in April. In the U.S., the investigation into TP-Link for potential national security threats begins, as it commands 65% of the U.S. home router market. #YouTube#Russia#InternetIssues#Roskomnadzor#LaborMarket#Cybersecurity#Growth#Yandex#AI#Funding#Perplexity#TPLink#NationalSecurity#TechNews#MarketTrends#Television#Haier#TCL#Huawei#EconomicDevelopment#VPN