Circadian-Predictive-Coding/docs/index.html at master · OptimumAF/Circadian-Predictive-Coding · GitHub

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<!doctype html>
<html lang="en">
<head>
  <meta charset="utf-8" />
  <meta name="viewport" content="width=device-width, initial-scale=1" />
  <title>Circadian Predictive Coding Dashboard</title>
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</head>
<body>
  <div class="wrap">
    <section class="hero">
      <h1>Circadian Predictive Coding Benchmark Dashboard</h1>
      <p>Interactive benchmark views with a compact overview plus detailed drill-down charts across backprop, predictive coding, and circadian predictive coding.</p>
      <p class="note">
        Source artifacts are generated by
        <span class="accent">scripts/generate_readme_figures.py</span>
        from benchmark summary CSV files.
      </p>
    </section>

    <section class="cards">
      <article class="card">
        <p class="label">Focus</p>
        <p class="value">Circadian Predictive Coding</p>
      </article>
      <article class="card">
        <p class="label">Reference Baselines</p>
        <p class="value">Backprop + Predictive Coding</p>
      </article>
      <article class="card">
        <p class="label">Current Dataset Profile</p>
        <p class="value">CIFAR-100 Multi-seed Summary</p>
      </article>
    </section>

    <section class="section">
      <h2>Hardest-Case Dynamics (Training + Inference)</h2>
      <iframe class="iframe-xl" src="figures/interactive_hardest_mode_dynamics.html" title="Interactive hardest-case training and inference dynamics"></iframe>
      <p class="hero-caption">
        Interactive replay: slider + play controls, phase-B inference map, and circadian internals graph (node/edge weights, chemical/plasticity state).
      </p>
      <img class="hero-visual" src="figures/hardest_mode_dynamics.gif" alt="Hardest-case training and inference dynamics GIF" />
      <p class="hero-caption">
        GIF fallback preview for README-compatible rendering.
      </p>
    </section>

    <section class="section">
      <h2>Compact Overview (Interactive)</h2>
      <iframe src="figures/interactive_benchmark_overview.html" title="Interactive compact benchmark overview"></iframe>
    </section>

    <section class="section">
      <h2>Detailed Accuracy (Interactive)</h2>
      <iframe src="figures/interactive_benchmark_accuracy.html" title="Interactive accuracy chart"></iframe>
    </section>

    <section class="section">
      <h2>Detailed Training Throughput (Interactive)</h2>
      <iframe src="figures/interactive_benchmark_train_speed.html" title="Interactive training throughput chart"></iframe>
    </section>

    <section class="section">
      <h2>Detailed Inference Latency P95 (Interactive)</h2>
      <iframe src="figures/interactive_benchmark_inference_latency_p95.html" title="Interactive inference latency chart"></iframe>
    </section>

    <p class="footer">
      Circadian Predictive Coding Dashboard. For repository details, open
      <a href="https://github.com/OptimumAF/Circadian-Predictive-Coding">README.md on GitHub</a>.
    </p>
  </div>
</body>
</html>