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FL_PyTorch: Optimization Research Simulator for Federated Learning is publicly available on GitHub.FL_PyTorch is a suite of open-source software written in python that builds on top of one of the most popular research Deep Learning (DL) frameworks PyTorch. We built FL_PyTorch as a research simulator for FL to enable fast development, prototyping, and experimenting with new and existing FL optimization algorithms. Our system supports abstractions that provide researchers with sufficient flexibility to experi
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Habr
In its heyday, I used the PlayStation Portable (PSP) obsessively, but I haven't been pulled in by other handheld devices — no, not even the Nintendo Switch. That could change in the future as Sony is reportedly developing a new portable console that would offer games directly on-device, Bloomberg reports. Yes, the handheld device will allegedly have games right on the device, so you won't have to invest in a... Read more ›
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Sony is developing a portable version of the PlayStation 5, according to a new report. Read more Read more ›
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Vice President Sara Duterte said she had talked to a hitman to kill her boss if she herself were to be killed, saying she was making "no joke." Read more ›
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It's hard to tell how Musk will impact Trump's EV agenda over the next four years. Read more ›
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Larian has reportedly posted a €249m (£207m) pre-tax profit for 2023. This is, of course, thanks in no small part to the runaway success of the Dungeons and Dragon's-based Baldur's Gate 3. Read more Read more ›
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The plane was a Boeing 737 en route from Leipzig, Germany. It made a "forced landing" near Lithuania's Vilnius airport, a DHL spokesperson said. Read more ›
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Samsung says Apple is being left behind in the mobile market, and it could be years before Apple catches up. Read more ›
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A reputable analyst predicts the iPhone 17 Air won't do well, but that a foldable iPhone might. Read more ›
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The West focused for decades on advanced and complex systems over a sheer volume of weaponry. Russia's invasion of Ukraine shows that needs a rethink. Read more ›
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Musk, who is set to advise President-elect Donald Trump on government efficiency, has said before that the F-35 program would lose to a drone fighter. Read more ›
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Luxembourg-based emma, a cloud management platform, announced on Monday, that it has secured $17M (approximately €16.2M) in a Series A funding round led by Smartfin, with participation from RTP Global and existing investors. The funding comes over a year after raising $6M (approximately €5.7M) in the Seed round in March 2023, bringing total funding to ... Read more Read more ›
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If he does succeed DeSantis — a one-time Trump protége — the president-elect will secure yet another a valuable ally in Florida. Read more ›
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Instagram "influencers" that are actually AI-generated are luring people to porn sites like Fanvue and OnlyFans. Do fans know the models aren't real? Read more ›
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The new console will build on the Playstation Portal (pictured) which was reportedly originally intended to work as a standalone device. | Photo by Antonio G. Di Benedetto / The Verge Sony is currently making a new handheld gaming console that allows users to play PlayStation 5 games anywhere. According to Bloomberg, the console is being developed to compete against Nintendo and Microsoft in the portable gaming market, and is... Read more ›
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The Galaxy A56 5G looks very similar to its predecessor, save for the rear camera design. Read more ›
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The frustrations of a traditional Wi-Fi router tend to be more noticeable when you live in a larger or busier household. Constant buffering while trying to stream a movie or music cutting out when you want to bust out to some moves using your smart speaker; it’s frankly annoying. That’s where a mesh Wi-Fi system can make a difference. Unlike traditional Wi-Fi routers, which send a single signal from just... Read more ›
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Sen. Joni Ernst, who has been tapped to lead the Senate's DOGE caucus, believes there's a "blueprint for success" on planned cuts. Read more ›
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Over Thanksgiving, in between mouthfuls of turkey and sweet potato pie, many of us will be asking ourselves: What are we grateful for? Taking a moment to practice gratitude like this isn’t an empty holiday tradition. It’s good for our mental and physical health. And here’s another thing: It can actually change our brains in […] Read more ›
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The "Pirates of the Caribbean" star also said she doesn't want to be in another franchise again: "The hours are insane." Read more ›
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Habr
Привет, Хабр! Меня зовут Анастасия Беднова, я тестирую базовые станции в стандартах 4G (LTE) в YADRO. В профессии я почти 20 лет: начинала карьеру в крупной компании-вендоре как тестировщик одного из компонентов сети 3G. Когда два года назад YADRO объявила о разработке собственной базовой станции, я решила, что хочу стать частью этого проекта — в России такого еще никто не делал, задача показалась крайне амбициозной. При разработке базовой станции важно... Read more ›
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![[Translation] PostgreSQL 18: Part 1 or CommitFest 2024-07](https://times42.com/media/6/3/6/9539636_640x200.jpg "[Translation] PostgreSQL 18: Part 1 or CommitFest 2024-07")
This article is the first in the series about the upcoming PostgreSQL 18 release. Let us take a look at the features introduced in the July CommitFest. Planner: Hash Right Semi Join support Planner: materializing an internal row set for parallel nested loop join Planner support functions for generate_series EXPLAIN (analyze): statistics for Parallel Bitmap Heap Scan node workers Functions min and max for composite types Parameter names for regexp*... Read more ›
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The explicit reparameterization trick is often used to train various latent variable models due to the ease of calculating gradients of continuous random variables. However, due to its peculiarities, explicit reparameterization trick is not applicable to several important continuous standard distributions, such as mixture, Gamma, Beta and Dirichlet.An alternative method for calculating reparameterization gradients relies on implicit differentiation of cumulative distribution functions. The implicit reparame Read more ›
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1. The purpose of the IT product Telepathy – the brain-computer interface of NueralinkThe UN General Assembly Resolution of 22.03.2024 No. A/78/L.49 “Harnessing the Potential of Safe, Secure and Trustworthy Artificial Intelligence Systems for Sustainable Development” [1] confirms (paragraph 5) that"human rights and fundamental freedoms must be respected, protected and encouraged throughout the life cycle of artificial intelligence systems"and to all Member States of the United Nations and, where appropriat Read more ›
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