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🖥️ certifiable-bench - Simple Performance Testing for Machine Learning

📦 Download Now

🚀 Getting Started

Welcome to certifiable-bench! This tool helps you measure performance for machine learning models. It checks things like speed and reliability. No programming skills are needed to use this software. Follow these steps to get started.

📋 Features

• Performance Benchmarking: Test latency, throughput, and worst-case execution time (WCET).
• Cross-Platform: Works on various systems, making it flexible for all users.
• Deterministic Testing: Ensures consistent results across multiple runs.
• Cryptographic Verification: Checks the bit-identity of outputs.
• Safety-Critical Compliance: Fits in quality standards like DO-178C, IEC-62304, and ISO-26262.
• Extensive Test Cases: Includes 11,840 test assertions to guarantee accuracy.

💻 System Requirements

To run certifiable-bench, your system should meet the following minimum requirements:

• Operating System: Windows, macOS, or Linux
• Processor: 1 GHz or higher
• RAM: At least 2 GB
• Disk Space: Minimum of 100 MB

📥 Download & Install

1. Visit the Releases Page Click the link below to go to the releases page. You will find the latest version of certifiable-bench there. Visit Releases Page

2. Choose Your Version On the releases page, scroll to find the latest version. Select the version that matches your operating system.

3. Download the File Click the download link and wait for the file to finish downloading. The file will have an extension like .zip, .tar.gz, or .exe.

4. Extract the Files If you downloaded a compressed file (like .zip), you need to extract it.
   • Right-click the file and choose Extract All (Windows) or use a tool like Archive Utility (macOS).
   • Follow the instructions to extract the files to a folder.
5. Run the Application Locate the folder where you extracted the files. Inside, find the executable file (it may be named certifiable-bench.exe or similar).
   • Double-click the executable to run the software.
   • Follow any prompts or instructions that the program shows.

📊 How to Use

Once you have the application running:

1. Configure Your Benchmarks Input the settings that match your project. This includes options for the type of models you will test and the metrics you want to track.

2. Start Testing Click the button to begin your benchmark. Wait for the program to run the tests. This may take some time depending on the complexity of your models.

3. View Results After the tests finish, examine your results. The tool provides clear metrics that show performance. You can typically find graphs and tables detailing latency, throughput, and more.

🌐 Learn More

To explore more features and documentation, you can check our GitHub Wiki. This resource will help you understand how to use the deeper functionalities of certifiable-bench.

🔗 Useful Links

• Releases Page: Download Now
• Wiki: GitHub Wiki
• Issues: Report Bugs

👥 Community Support

If you encounter any issues or have questions, feel free to open an issue on the repository or engage with other users in the discussions.

Thank you for choosing certifiable-bench! Enjoy testing your machine learning models.