Tag Archives: optimization

Microsoft AI Research Introduces Automatic Prompt Optimization (APO): A Simple and General-Purpose Framework for the Automatic Optimization of LLM Prompts – MarkTechPost

  1. Microsoft AI Research Introduces Automatic Prompt Optimization (APO): A Simple and General-Purpose Framework for the Automatic Optimization of LLM Prompts MarkTechPost
  2. Asimov Unknowingly Pioneered Modern Prompt Engineering hackernoon.com
  3. AI Prompt Engineering is the new big career with an annual salary of up to ₹2 Cr: Here’s how to learn it | Mint Mint
  4. More demand for natural language skills amid AI boom The Straits Times
  5. Prompt Engineering for ChatGPT course available online amidst rise in demand for the profession: All details India Today
  6. View Full Coverage on Google News

Read original article here

Wild rumor claims Samsung’s Exynos 2300 has a special core for One UI optimization

It has been widely reported that Samsung has ditched the Exynos 2300 in favor of the Snapdragon 8 Gen 2 for the Galaxy S23. However, there has been no official word from either Samsung or Qualcomm about the Snapdragon’s exclusivity. Some reports also claim that the Galaxy S23 will use a higher-clocked version of the Snapdragon 8 Gen 2. Now, more information about the Exynos 2300 has appeared.

According to a wild rumor from Twitter user @sto_denebkaitos, the Exynos 2300 has four high-performance CPU cores, four power-efficient CPU cores, and a special core that takes care of One UI performance. That special core could be a Cortex-M series-like unit that focuses on keeping things smooth on the software side. Apparently, the Exynos 2300 scored 4,500 points in Geekbench’s multi-core CPU test.

Preview (opens in a new window)Another tipster @OreXda claims that Samsung created its dream team of engineers in 2020 to create a new processor from the ground up. This team was reportedly made while the development of Exynos 2100 was in progress, and the first chip designed by that team could be launched in 2025. Samsung is reportedly working in collaboration with AMD and Google for this chip, and it could be the most stable and high-performance chip ever used in a Galaxy smartphone.

Samsung could stick with AMD GPU for an in-house chipset designed for Galaxy S25

Rumors claim that Samsung’s flagship smartphone chipset for the Galaxy S25 could have two Cortex-X5 CPU cores, two Cortex-A7xx CPU cores, four Cortex-A5xx CPU cores, and the RDNA3-based AMD GPU with eight cores (four WGP or Workgroup Processors). It could have a special One UI optimization unit, similar to the Exynos 2300, for a smooth UI. This chipset may or may not be branded as Exynos.

Coming back to the possibility of the Exynos 2300 being used in some Galaxy S23, the rumor mill claims that it won’t happen. The chipset may not go into mass production at all, and the Exynos team is reportedly trying to make the Exynos 2400 competitive with the Snapdragon chipset released for 2024 flagship phones.

All of this is really fascinating to read, but you should take this information with a pound of salt. We still don’t know for sure what’s happening with flagship Exynos processors and if Samsung is trying to make a big comeback with a groundbreaking chip for the Galaxy S25. Regarding the Galaxy S23, though, it looks like Samsung is going all in with the Snapdragon 8 Gen 2.



Read original article here

“Radeon Monster Profile” volt/freq optimization tool for RDNA2 GPUs is under development for Hydra software

Hydra’s Radeon Monster Profile by 1usmus

The developer of Clock Tuner for Ryzen is working on an update for the latest tool called Hydra. For the first time, the program would provide optimizations for Radeon GPUs.

Yuri “1usmus” Bubliy developed a voltage/frequency curve optimizer for Radeon 6000 GPUs. It is said to unlock maximum potential of RDNA2 GPU by reducing the operating voltage by up to 6%. In an example of Radeon RX 6800XT, RMP can lead to increased frequency by 300 MHz. This allows the card to outperform both, RX 6900XT and RTX 3090 Ti in 3DMark Time Spy test:

Radeon Monster Profile for Hydra, Source: 1usmus

As mentioned, the profiles are universal and adaptive, however they are still under active development, and they might show different results for different GPUs. What is especially important for RMP to work is efficient cooling solution. Therefore, custom models will likely show better results when using RMP.

Radeon Monster Profile for Hydra, Source: 1usmus

These optimizations can lead to better performance per dollar, but this comes at a cost of higher power consumption. The so called ‘RMP 305’ profile already leads to higher power consumption than Radeon RX 6900XT.

Radeon Monster Profile for RX 6800XT, Source: 1usmus

The RMP update for Hydra should be released later this fall. The developer might also release a Radeon Monster Profiles update for RDNA3 GPUs.

Source:





Read original article here

Hellblade: Senua’s Sacrifice Gets Free Xbox Series X/S Optimization Patch

Ninja Theory’s critically-acclaimed action-adventure game, Hellblade: Senua’s Sacrifice, was one of the most popular games released in 2017. If you have yet to experience it, developer Ninja Theory has released an optimization patch today on Xbox Series X/S, updating a number of visual elements for new-gen consoles.

The new update allows the game to take full advantage of Microsoft’s ninth-generation gaming hardware, meaning Hellblade not only gets improved basic visuals but includes additional perks, such as DirectX raytracing and three graphical modes: Performance, Resolution, and Enriched, with the latter mode offering support for raytracing.

If you own an Xbox copy digitally or physically, you will receive the update at no additional cost; the game is also available on Xbox Game Pass as well as Xbox Cloud Gaming. An optimization patch for the PC version of the game is currently in development, though there are no plans to bring this update to additional platforms at the moment.

Hellblade is not the only game released on a previous console generation that received an Xbox Series X/S optimization patch. Several first-party Microsoft titles released on the Xbox One received similar updates, including Halo: The Master Chief Collection and Gears 5.

The update comes at an interesting time for Senua’s Sacrifice, as the game recently celebrated its four-year anniversary yesterday. Ninja Theory is currently working on a sequel titled Senua’s Saga: Hellblade II, which was announced in late 2019 and will launch as an Xbox Series X/S console exclusive and Windows 10 PCs, with the game guaranteed to be available on Xbox Game Pass at launch.

Ninja Theory also confirmed that the optimization patches for Senua’s Sacrifice will not impact the development of Hellblade II as the team is partnered with QLOC, a studio that helped the team port Hellblade onto the Nintendo Switch to assist with the updates.

Taylor is the Associate Tech Editor at IGN. You can follow her on Twitter @TayNixster.



Read original article here

Google Play Store adds ‘App install optimization’ on Android

Over the past several years, Google has been working to make Android apps smaller in size by optimizing what code and resources are downloaded to devices. The latest initiative on this front is “App install optimization” in Google Play.

When you turn on app install optimization, Google can tell which parts of an app you use the first time you open it after installation. When enough people do this, Google can optimize the app to install, open, and run faster for everyone.

This crowdsourced feature does not collect your name, email address, or any other piece of personal information, with the company’s existing Privacy Policy in effect. Additionally, it “doesn’t look at anything outside of the app, such as other apps or content on your device.”

It also doesn’t collect information about content uploaded or downloaded in the app, such as images in a social feed, or rankings on a leaderboard.

Your data is combined with that of other users to “find trends and identify which parts of the app are most important to everyone.” Google cites three benefits to App install optimization, but does not specify what the Play Store is actually doing to subsequent application downloads by new users following this data aggregation.

  • Speed up installation for apps from Google Play
  • Reduce the amount of time it takes to open and run apps
  • Reduce strain on your device’s CPU, battery, and storage

Google is possibly prioritizing downloads feature by feature. For example, a social media app that most people only use to browse posts might not initially download the content creation capabilities (i.e., photo filters, video editing, etc). That capability might only be installed when a user actually goes to use it, or when their connection has improved.

Those not comfortable with the capability can turn it off from Play Store settings, but they will “still benefit from data gathered from other people.” App install optimization is not yet live in the Play Store, but references to it are included with the latest release (version 24.5.13), while a support document is now available.

More about Google Play:

Dylan Roussel contributed to this article

FTC: We use income earning auto affiliate links. More.


Check out 9to5Google on YouTube for more news:



Read original article here

Mysterious macOS malware discovered with M1 optimization, threat remains unclear

Security researchers have discovered a previously undetected piece of malware affecting Mac users around the world, including the new M1-powered Macs. Red Canary researchers say that this “Silver Sparrow” malware forces infected Macs to check a control sever once per hour, but the actual threat remains a mystery.

As reported by Ars Technica, the researchers have yet to observe an actual “delivery of any payload” on the infected machines. Therefore, the ultimate goal of this malware is unknown. “The lack of a final payload suggests that the malware may spring into action once an unknown condition is met,” the repot explains.

The malware also comes with its own “self-destruct” mechanism, but there’s no evidence that it has yet been used. Silver Sparrow has been found found on 29,139 macOS endpoints around the world:

The malicious binary is more mysterious still, because it uses the macOS Installer JavaScript API to execute commands. That makes it hard to analyze installation package contents or the way that package uses the JavaScript commands.

The malware has been found in 153 countries with detections concentrated in the US, UK, Canada, France, and Germany. Its use of Amazon Web Services and the Akamai content delivery network ensures the command infrastructure works reliably and also makes blocking the servers harder.

The Silver Sparrow malware also runs natively on Apple’s M1 chip. This makes it the second piece of malware discovered that is optimized for Apple Silicon, with the first coming earlier this week. This doesn’t mean that M1 Macs are specifically targeted, but the malware can equally affect M1 Macs and Intel Macs.

Optimization for the M1 chip combined with things like the infection rate and maturity is what worries Red Canary researchers:

“Though we haven’t observed Silver Sparrow delivering additional malicious payloads yet, its forward-looking M1 chip compatibility, global reach, relatively high infection rate, and operational maturity suggest Silver Sparrow is a reasonably serious threat, uniquely positioned to deliver a potentially impactful payload at a moment’s notice. Given these causes for concern, in the spirit of transparency, we wanted to share everything we know with the broader infosec industry sooner rather than later.”

Again, so far researchers haven’t yet found that the binary does anything — but it’s a threat that looms. You can read more on the Red Canary blog post right here.

FTC: We use income earning auto affiliate links. More.


Check out 9to5Mac on YouTube for more Apple news:

Read original article here