Following extended testing under the "Geekbench ML" name, Primate Labs is officially launching its new benchmarking suite optimized for AI-centric workloads under the name Geekbench AI. The tool seeks to measure hardware performance under a variety of workloads focused on machine learning, deep learning, and other AI-centric tasks.
Geekbench AI 1.0 examines some of the unique workloads associated with AI tasks and seeks to encompass the variety of hardware designs employed by vendors to tackle these tasks, delivering a three-score summary as part of its benchmarking results to reflect a range of precision levels: single-precision, half-precision, and quantized data.
In addition to these performance scores, Geekbench AI also includes an accuracy measurement on a per-test basis, allowing developers to improve efficiency and reliability while assessing the benefits and drawbacks of various engineering approaches.
Finally, the 1.0 release of Geekbench AI includes support for new frameworks and more extensive data sets that more closely reflect real-world inputs, improving the accuracy evaluations in the suite.
Saturday August 10, 2024 5:00 am PDT by Tim Hardwick
Apple typically releases its new iPhone series in the fall, and a possible September 10 announcement date has been floated this year, which means we are just one month away from the launch of the iPhone 16. Like the iPhone 15 series, this year's lineup is expected to stick with four models – iPhone 16, iPhone 16 Plus, iPhone 16 Pro, and iPhone 16 Pro Max – although there are plenty of design...
Tuesday August 13, 2024 4:01 pm PDT by Juli Clover
Multiple rumors have suggested that the iPhone 16 models are going to have an all-new button that's designed to make it easier to capture photos when the devices are held in landscape mode. Apple calls the button the Capture Button internally, and it is going to be one of the most advanced buttons that's been introduced to date with support for multiple gestures and the ability to respond to ...
Friday August 16, 2024 4:14 am PDT by Tim Hardwick
Leaker Sonny Dickson is back today with a new dummy unit image showing all four iPhone 16 Pro color variants, including the rose gold or "bronze" unit that replaces Blue Titanium in the existing iPhone 15 Pro models. The iPhone 16 Pro models are expected to come in black, white or silver, gray or "Natural Titanium," and a rose or rose gold color replacing Blue Titanium, according to Apple...
Wednesday August 14, 2024 6:20 am PDT by Tim Hardwick
Apple's iPhone 16 series is expected to debut in September 2024. This release follows Apple's trend of introducing new iPhone models annually in the fall. While the exact date has yet to be officially confirmed, the day of Tuesday, September 10 has been rumored as a possible announcement date, and September has traditionally been the month when Apple unveils its latest smartphone innovations. ...
Apple is beta testing iOS 18 and the first update to iOS 18 concurrently, and we got the second betas of iOS 18.1, iPadOS 18.1, and macOS Sequoia 15.1 today alongside the sixth betas of iOS 18, iPadOS 18, and macOS Sequoia 15. Many of the changes in iOS 18.1 are focused on bringing the .1 betas in line with the standard betas, which recently received updates to Photos and Safari, while...
Thursday August 8, 2024 4:40 am PDT by Tim Hardwick
Apple's iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models simultaneously, which is why we sometimes get rumored feature leaks so far ahead of launch. The iPhone 17 series is no different – already we have some idea of what to expect from Apple's 2025 smartphone lineup. If you plan to skip...
Wednesday August 14, 2024 11:30 am PDT by Eric Slivka
Apple is moving forward with its project to develop a tabletop robotic device, according to Bloomberg's Mark Gurman. Subscribe to the MacRumors YouTube channel for more videos. The device would feature a large iPad-like display mounted on a "thin robotic arm" that would allow the display to tilt and up and down and rotate a full 360º, and it would serve as a "smart home command center," a...
The most interesting TECHNICAL element is the massive diversity in the 8-bit results. The word on the internet is that the 8-bit performance is useless because it's so inaccurate, but that's not quite true. There are two VERY DIFFERENT 8-bit camps. Apple 8-bit is generally high 90's accuracy, worst I saw was 93%. OpenVino (Intel) is more like mid 90s, worst I saw was 80%.
But then the ONNX (Microsoft, including MS ARM) and TensorFlow (both variants) are a disaster, accuracies at 40%, 60%, 70%
Which is kinda interesting... First from a technical point of view, showing who's been concentrating their R&D where. Secondly from a product point of view, in that it's probably reasonable to compare Apple 8bit model performance to Android/MS 16bit model performance.
1TB iPad Pro M4 didn't beat my my iPhone 15 Pro Max 256GB to death.
iPad M4 4701 7840 6814
iPhone 15 Pro Max 4046 6953 6065
Once again the OS version you're using has a MASSIVE effect.
The quality of the comments in this thread really tells you everything you need to know about the supposed "tech" internet:
99% clueless rants/complaints based on tribalism
1% informed comment that even tries to understand what the benchmarks are doing, what affects the results, and why specific results may not match what you expected.
