Completely different {hardware} may have totally different efficiency in phrases of artificial intelligence. The power of the CPU, GPU, and neural engines, if any, in addition to the quantity of accessible power and numerous different variables straight have an effect on the capacity of a tool to effectively run AI fashions. How to evaluate devices with so many variables? With the new Primate Labs app: Geekbench AI.
An accurate assessment of the capabilities of each device
Geekbench, a software already well known for its performance benchmarks, has officially launched Geekbench AI, a suite specifically designed to evaluate the ability of devices in machine learning tasks, deep learning and other AI-focused workloads.
The app is capable of analyzing performance under a considerable variety of workloads. For example, we can evaluate performance at different levels of precision: single precision, medium precision, and quantized data. This is an important differentiation because different AI-related tasks require different levels of precision, and not all devices handle these levels in the same way.
After running the test, the tool provides us with a score in three parts that reflects this variety, giving us a more complete view of hardware performance. In addition to performance scores, Geekbench AI also includes a measure of accuracy in each test.
Regarding the measurement process, Geekbench AI takes advantage of several new frameworks for a more accurate simulation of workloads. Primate Labs has also made sure to include data sets that accurately reflect typical workloads and inputs in real-world usage.
A synthetic test, like the ones we have in front of us, does not always accurately reflect what the device has to face in its day-to-day. And yet, the ability of the Geekbench tools developed by Primate Labs to come as close as possible to these use cases has made their apps and scores a benchmark. A benchmark that we can now use to compare the power of different devices in the field of AI.
Geekbench AI is available for free on numerous platforms, together with iOS, macOS, Home windows, Android, and Linux. Quickly, we can even give you the option to view and evaluate scores from totally different devices, so whereas the European Union units its sights on AI with this pioneering legislation in the world and Halide removes all Artificial Intelligence from iPhone images, we may have a a lot clearer imaginative and prescient of what they’re succesful of doing.