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# This page provides an overview of MFC's continuous benchmarking system and results.
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# ## Overview
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# The continuous benchmarking system automatically runs performance tests on every approved pull request and main branch commit to track performance regressions and improvements over time.
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# ## Benchmark Results
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# ### Live Dashboard
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# View the interactive benchmark dashboard with historical performance data:
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# **[🔗 Live Benchmark Results](https://mflowcode.github.io/MFC/benchmarks/)**
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# ### Key Metrics
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# Our benchmarking system tracks the following performance metrics:
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# - **Execution Time**: Overall runtime of benchmark cases
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# - **Memory Usage**: Peak memory consumption during execution
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# - **Computational Efficiency**: Performance per computational unit
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# - **Scalability**: Performance across different problem sizes
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# ### Benchmark Cases
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# The benchmark suite includes:
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# 1. **Standard Test Cases**: Representative fluid dynamics problems
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# 2. **Scaling Tests**: Performance evaluation across different core counts
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# 3. **Memory Tests**: Memory efficiency and usage patterns
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# 4. **Accuracy Tests**: Verification of numerical accuracy
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# ## Performance Trends
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# ```mermaid
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# graph LR
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# A[PR Submitted] --> B[Benchmark Run]
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# B --> C[Results Stored]
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# C --> D[Performance Comparison]
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# D --> E{Performance OK?}
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# E -->|Yes| F[PR Approved]
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# E -->|No| G[Alert Generated]
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# G --> H[Developer Notified]
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# ```
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# ## Alert System
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# The system automatically:
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# - 🚨 **Generates alerts** when performance degrades by more than 200%
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# - 📊 **Comments on PRs** with performance impact analysis
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# - 📈 **Tracks trends** to identify gradual performance changes
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# - 👥 **Notifies maintainers** of significant performance issues
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