Geekbench AI 1.0
Geekbench AI 1.0 is a cross-platform benchmark tool for measuring AI and machine learning performance on CPUs, GPUs, and NPUs across multiple devices and operating systems.
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https://www.geekbench.com/
Product Information
Updated:09/09/2024
What is Geekbench AI 1.0
Geekbench AI 1.0 is the latest benchmarking suite from Primate Labs, designed specifically to evaluate AI and machine learning workloads. Released as a successor to the beta 'Geekbench ML', this tool aims to provide a standardized way to measure AI performance across different hardware platforms and operating systems including Windows, macOS, Linux, iOS, and Android. It assesses the capabilities of CPUs, GPUs, and dedicated Neural Processing Units (NPUs) in handling AI tasks, offering insights into a device's readiness for modern machine learning applications.
Key Features of Geekbench AI 1.0
Geekbench AI 1.0 is a cross-platform benchmarking tool designed to measure AI and machine learning performance across devices and platforms. It evaluates CPU, GPU, and NPU capabilities using real-world AI workloads, providing scores for different precision levels and accuracy measurements. The benchmark supports multiple frameworks and is available for Windows, macOS, Linux, Android, and iOS.
Cross-platform compatibility: Runs on Windows, macOS, Linux, Android, and iOS devices for consistent comparisons across platforms.
Multi-dimensional scoring: Provides separate scores for single-precision, half-precision, and quantized data workloads to reflect different AI use cases.
Accuracy measurements: Includes per-test accuracy evaluations to help developers balance performance and reliability.
Support for multiple frameworks: Compatible with various AI frameworks like TensorFlow Lite, Core ML, OpenVINO, and QNN for comprehensive testing.
Real-world AI workloads: Uses ten AI tasks based on common applications to simulate actual device usage.
Use Cases of Geekbench AI 1.0
Mobile device performance evaluation: Smartphone manufacturers and app developers can assess AI capabilities of different devices.
PC hardware comparison: Consumers and reviewers can compare AI performance of different CPUs, GPUs, and dedicated AI accelerators.
Software development optimization: Developers can use the benchmark to ensure consistent AI performance across different platforms and hardware.
Hardware architecture assessment: Chip designers can measure improvements in AI performance for new processor architectures.
AI-ready device certification: OEMs can use the benchmark to verify if their devices meet certain AI performance thresholds, such as for Microsoft's Copilot+ certification.
Pros
Provides standardized comparison of AI performance across different devices and platforms
Offers detailed insights with multi-dimensional scoring and accuracy measurements
Regularly updated to reflect latest AI frameworks and hardware capabilities
Cons
May not fully represent real-world performance for specific AI applications
Benchmark scores can be manipulated by manufacturers for marketing purposes
Requires Pro license for some advanced features like private result uploads
How to Use Geekbench AI 1.0
Download Geekbench AI 1.0: Go to the Primate Labs website and download Geekbench AI 1.0 for your platform (Windows, macOS, Linux, Android, or iOS).
Install the application: Install Geekbench AI 1.0 on your device following the standard installation process for your operating system.
Launch Geekbench AI: Open the Geekbench AI application on your device.
Select AI framework: Choose the AI framework you want to test (e.g., OpenVINO, ONNX, TensorFlow Lite, etc.) based on what's available for your platform.
Select AI backend: Choose the hardware component you want to benchmark (CPU, GPU, or NPU if available).
Run the benchmark: Click the 'Run Benchmark' button to start the AI performance tests.
Wait for completion: Allow the benchmark to run through its suite of AI workloads, which may take several minutes.
View results: Once complete, review your device's AI performance scores for single-precision, half-precision, and quantized data types.
Compare results (optional): If desired, upload your results to the Geekbench Browser to compare with other devices or view the leaderboards.
Geekbench AI 1.0 FAQs
Geekbench AI 1.0 is a new benchmarking suite released by Primate Labs for measuring AI and machine learning performance across different platforms and devices. It's designed to test AI-centric workloads on CPUs, GPUs, and NPUs.
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Analytics of Geekbench AI 1.0 Website
Geekbench AI 1.0 Traffic & Rankings
1.2M
Monthly Visits
#47128
Global Rank
#113
Category Rank
Traffic Trends: Jun 2024-Aug 2024
Geekbench AI 1.0 User Insights
00:01:55
Avg. Visit DTabsNavuration
3.23
Pages Per Visit
45.06%
User Bounce Rate
Top Regions of Geekbench AI 1.0
US: 15.19%
IN: 8.63%
CN: 6.89%
DE: 4.56%
GB: 4.25%
Others: 60.48%
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