KMPMLBench is a cross-platform machine learning performance lab for Kotlin Multiplatform. Use this application to benchmark various frameworks, including TensorFlow Lite, ONNX, NCNN, MNN, and ExecuTorch. You can run KMPMLBench on Android, iOS, and Desktop systems.
- Cross-Platform Support: Run benchmarks across Android, iOS, and desktops.
- Versatile Frameworks: Test performance with popular machine learning frameworks.
- User-Friendly Interface: Easy to navigate, even for beginners.
- Real-Time Results: Get immediate insights into performance metrics.
- Detailed Reports: View comprehensive analysis of benchmark results.
To get started, visit our Releases page to download KMPMLBench.
Follow these steps to install the application:
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Visit the Download Page: Click the link above or go to our Releases page.
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Select Your Operating System: Choose the version that matches your device (Android, iOS, or Desktop).
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Download the File: Click on the appropriate file to begin your download.
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Run the Installer:
- For Desktop: Open the downloaded file and follow the installation instructions.
- For Mobile: Open the app after the download completes and follow any prompts to set up.
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Launch KMPMLBench: After installation, click the app icon to get started.
To run KMPMLBench efficiently, ensure that your device meets the following requirements:
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Operating System:
- Android 5.0 (Lollipop) or later
- iOS 10.0 or later
- Windows 10 / macOS Mojave (10.14) or later
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RAM: Minimum 2 GB
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Storage: At least 100 MB of free space
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Network Connection: Required for downloading frameworks and libraries during the first launch.
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Select a Benchmark: Open the application and choose the framework you want to test. Options include TensorFlow Lite, ONNX, NCNN, MNN, and ExecuTorch.
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Configure Settings: Adjust settings like batch size and input dimensions if needed.
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Run the Benchmark: Click the start button to begin the performance test.
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View Results: Once the test completes, view the results presented in charts and tables.
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Export Report: Save a detailed report of your findings for further analysis.
If you encounter issues during installation or benchmark tests, try the following:
- Reboot Your Device: Sometimes, a simple restart can resolve installation problems.
- Check System Requirements: Ensure your device meets the minimum specifications.
- Update Your OS: If you experience compatibility issues, check for updates for your operating system.
- Visit the Community Forum: Engage with other users for support and advice.
Join our community to share your experiences and get help.
- GitHub Issues: If you find any bugs or have feature requests, please report them on our GitHub Issues page.
- Discussion Forum: Participate in discussions on performance metrics and benchmark setups.
For direct inquiries, reach out via our GitHub profile. We value user feedback and aim to improve KMPMLBench continually.
Enjoy benchmarking and discover how different frameworks perform on your devices!
Don’t forget to visit our Releases page to download the latest version.