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<!DOCTYPE html>
<html lang="en">
<head>
 <meta charset="UTF-8">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>ErmanQuant - Advanced Decentralized Quantization</title>
 <script src="https://cdn.tailwindcss.com"></script>
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
 <style>
 @keyframes float {
 0% { transform: translateY(0px); }
 50% { transform: translateY(-10px); }
 100% { transform: translateY(0px); }
 }
.gradient-bg {
 background: linear-gradient(135deg, #4f46e5, #7c3aed);
 background-attachment: fixed;
 }
.erman-signature {
 font-family: 'Brush Script MT', cursive;
 color: #7c3aed;
 font-weight: bold;
 text-shadow: 1px 1px 2px rgba(0,0,0,0.1);
 }
.watermark {
 position: fixed;
 opacity: 0.05;
 font-size: 80px;
 color: #4f46e5;
 pointer-events: none;
 z-index: 9999;
 font-family: 'Brush Script MT', cursive;
 font-weight: bold;
 transform: rotate(-15deg);
 }
.quantization-visualization {
 height: 250px;
 background: linear-gradient(180deg, #f9fafb, #f3f4f6);
 position: relative;
 border-radius: 12px;
 overflow: hidden;
 }
.quant-level {
 position: absolute;
 bottom: 0;
 width: 20px;
 transition: all 0.5s cubic-bezier(0.68, -0.55, 0.27, 1.55);
 border-radius: 8px 8px 0 0;
 }
.module-card {
 transition: all 0.3s ease;
 border-left: 4px solid transparent;
 position: relative;
 overflow: hidden;
 }
.module-card:hover {
 transform: translateY(-5px);
 box-shadow: 0 10px 25px rgba(79, 70, 229, 0.15);
 border-left-color: #7c3aed;
 }
.module-card::after {
 content: '';
 position: absolute;
 top: 0;
 left: 0;
 width: 100%;
 height: 100%;
 background: linear-gradient(135deg, rgba(79, 70, 229, 0.03), rgba(124, 58, 237, 0.05));
 z-index: 0;
 }
.progress-bar {
 height: 8px;
 transition: width 0.6s ease;
 border-radius: 4px;
 }
.tab-content {
 display: none;
 animation: fadeIn 0.8s ease;
 }
@keyframes fadeIn {
 from { opacity: 0; transform: translateY(10px); }
 to { opacity: 1; transform: translateY(0); }
 }
.tab-content.active {
 display: block;
 }
.agent-pulse {
 animation: pulse 2s infinite;
 }
@keyframes pulse {
 0% { box-shadow: 0 0 0 0 rgba(79, 70, 229, 0.4); }
 70% { box-shadow: 0 0 0 10px rgba(79, 70, 229, 0); }
 100% { box-shadow: 0 0 0 0 rgba(79, 70, 229, 0); }
 }
.quantization-grid {
 display: grid;
 grid-template-columns: repeat(auto-fill, minmax(20px, 1fr));
 gap: 2px;
 height: 200px;
 }
.quant-cell {
 background-color: #e0e7ff;
 transition: all 0.3s ease;
 border-radius: 2px;
 }
.floating-agent {
 animation: float 6s ease-in-out infinite;
 }
.roman-watermark {
 position: absolute;
 font-family: 'Times New Roman', serif;
 font-style: italic;
 color: rgba(79, 70, 229, 0.05);
 font-size: 120px;
 z-index: 0;
 pointer-events: none;
 }
 </style>
</head>
<body class="bg-gray-50 font-sans antialiased">
 <!-- Dynamic Watermarks -->
 <div class="watermark" style="top: 20%; left: 10%;">Atilla Erman</div>
 <div class="watermark" style="top: 60%; left: 70%;">DeepQuant</div>
 <div class="watermark" style="top: 30%; right: 15%;">Roman Erman</div>
<!-- Roman Watermark -->
 <div class="roman-watermark" style="top: 50%; left: 50%; transform: translate(-50%, -50%);">QUANTUM</div>
<div class="min-h-screen flex flex-col">
 <!-- Enhanced Header -->
 <header class="gradient-bg text-white shadow-xl">
 <div class="container mx-auto px-4 py-6">
 <div class="flex justify-between items-center">
 <div class="flex items-center space-x-4">
 <div class="relative">
 <i class="fas fa-atom text-4xl text-white floating-agent"></i>
 <div class="absolute -inset-1 rounded-full bg-indigo-500 opacity-20 blur"></div>
 </div>
 <div>
 <h1 class="text-3xl font-bold">ErmanQuant</h1>
 <p class="text-indigo-200">Decentralized Adaptive Quantization System</p>
 </div>
 <span class="erman-signature text-lg ml-2">by Atilla Erman</span>
 </div>
 <div class="flex space-x-3">
 <button class="px-5 py-2.5 bg-white/10 backdrop-blur-sm text-white rounded-xl font-medium hover:bg-white/20 transition-all border border-white/20 flex items-center">
 <i class="fas fa-download mr-2"></i>Export
 </button>
 <button class="px-5 py-2.5 bg-white text-indigo-700 rounded-xl font-medium hover:bg-gray-100 transition-all flex items-center shadow-lg">
 <i class="fas fa-cog mr-2"></i>Settings
 </button>
 </div>
 </div>
 </div>
 </header>
<!-- Main Content -->
 <main class="flex-1 container mx-auto px-4 py-8">
 <div class="grid grid-cols-1 lg:grid-cols-4 gap-8">
 <!-- Sidebar Modules -->
 <div class="lg:col-span-1 space-y-6">
 <!-- Quantization Modules Card -->
 <div class="bg-white rounded-2xl shadow-lg p-6 border border-gray-100">
 <h2 class="text-xl font-semibold text-gray-800 mb-5 flex items-center">
 <i class="fas fa-cubes mr-2 text-indigo-500"></i>
 <span>Quantization Modules</span>
 </h2>
 <div class="space-y-4">
 <div class="module-card bg-gray-50/50 p-4 rounded-xl cursor-pointer" onclick="showTab('quantization')">
 <div class="flex items-center relative z-10">
 <div class="w-12 h-12 rounded-xl bg-indigo-100 flex items-center justify-center text-indigo-600 shadow-sm">
 <i class="fas fa-sliders-h text-lg"></i>
 </div>
 <div class="ml-4">
 <h3 class="font-medium text-gray-800">Quantization Core</h3>
 <p class="text-sm text-gray-500">4/8/16 bit adaptive</p>
 <p class="text-xs text-indigo-400 erman-signature">Atilla Erman</p>
 </div>
 </div>
 </div>
<div class="module-card bg-gray-50/50 p-4 rounded-xl cursor-pointer" onclick="showTab('error-correction')">
 <div class="flex items-center relative z-10">
 <div class="w-12 h-12 rounded-xl bg-green-100 flex items-center justify-center text-green-600 shadow-sm">
 <i class="fas fa-shield-alt text-lg"></i>
 </div>
 <div class="ml-4">
 <h3 class="font-medium text-gray-800">Error Correction</h3>
 <p class="text-sm text-gray-500">DeepSeek R1 Agents</p>
 <p class="text-xs text-green-400 erman-signature">Atilla Erman</p>
 </div>
 </div>
 </div>
<div class="module-card bg-gray-50/50 p-4 rounded-xl cursor-pointer" onclick="showTab('cooling')">
 <div class="flex items-center relative z-10">
 <div class="w-12 h-12 rounded-xl bg-purple-100 flex items-center justify-center text-purple-600 shadow-sm">
 <i class="fas fa-snowflake text-lg"></i>
 </div>
 <div class="ml-4">
 <h3 class="font-medium text-gray-800">Cooling API</h3>
 <p class="text-sm text-gray-500">Thermal optimization</p>
 <p class="text-xs text-purple-400 erman-signature">Atilla Erman</p>
 </div>
 </div>
 </div>
<div class="module-card bg-gray-50/50 p-4 rounded-xl cursor-pointer" onclick="showTab('styling')">
 <div class="flex items-center relative z-10">
 <div class="w-12 h-12 rounded-xl bg-yellow-100 flex items-center justify-center text-yellow-600 shadow-sm">
 <i class="fas fa-palette text-lg"></i>
 </div>
 <div class="ml-4">
 <h3 class="font-medium text-gray-800">Styling API</h3>
 <p class="text-sm text-gray-500">Visual customization</p>
 <p class="text-xs text-yellow-500 erman-signature">Atilla Erman</p>
 </div>
 </div>
 </div>
<div class="module-card bg-gray-50/50 p-4 rounded-xl cursor-pointer" onclick="showTab('validation')">
 <div class="flex items-center relative z-10">
 <div class="w-12 h-12 rounded-xl bg-red-100 flex items-center justify-center text-red-600 shadow-sm">
 <i class="fas fa-check-double text-lg"></i>
 </div>
 <div class="ml-4">
 <h3 class="font-medium text-gray-800">Validation API</h3>
 <p class="text-sm text-gray-500">Quality assurance</p>
 <p class="text-xs text-red-400 erman-signature">Atilla Erman</p>
 </div>
 </div>
 </div>
 </div>
 </div>
<!-- System Status Card -->
 <div class="bg-white rounded-2xl shadow-lg p-6 border border-gray-100">
 <h2 class="text-xl font-semibold text-gray-800 mb-5 flex items-center">
 <i class="fas fa-heartbeat mr-2 text-indigo-500"></i>
 <span>System Status</span>
 </h2>
 <div class="space-y-5">
 <div>
 <div class="flex justify-between text-sm text-gray-600 mb-2">
 <span class="flex items-center">
 <i class="fas fa-microchip mr-1 text-indigo-400"></i>
 Processing Power
 </span>
 <span id="cpu-usage" class="font-medium">45%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div id="cpu-bar" class="progress-bar bg-indigo-500 rounded-full h-2.5" style="width: 45%"></div>
 </div>
 </div>
<div>
 <div class="flex justify-between text-sm text-gray-600 mb-2">
 <span class="flex items-center">
 <i class="fas fa-memory mr-1 text-purple-400"></i>
 Memory Usage
 </span>
 <span id="memory-usage" class="font-medium">32%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div id="memory-bar" class="progress-bar bg-purple-500 rounded-full h-2.5" style="width: 32%"></div>
 </div>
 </div>
<div>
 <div class="flex justify-between text-sm text-gray-600 mb-2">
 <span class="flex items-center">
 <i class="fas fa-robot mr-1 text-green-400"></i>
 Agent Coordination
 </span>
 <span id="agent-status" class="font-medium">Active</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div id="agent-bar" class="progress-bar bg-green-500 rounded-full h-2.5" style="width: 78%"></div>
 </div>
 </div>
<div class="pt-2">
 <div class="flex justify-between text-sm text-gray-600 mb-2">
 <span class="flex items-center">
 <i class="fas fa-bolt mr-1 text-yellow-400"></i>
 Quantization Efficiency
 </span>
 <span id="quant-efficiency" class="font-medium">87%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div id="quant-bar" class="progress-bar bg-gradient-to-r from-indigo-500 to-purple-500 rounded-full h-2.5" style="width: 87%"></div>
 </div>
 </div>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">System by Atilla Erman</p>
 </div>
 </div>
<!-- Main Content Area -->
 <div class="lg:col-span-3">
 <div class="bg-white rounded-2xl shadow-lg overflow-hidden border border-gray-100">
 <!-- Enhanced Tab Navigation -->
 <div class="flex border-b border-gray-200">
 <button class="px-5 py-3.5 font-medium text-gray-600 hover:text-indigo-700 focus:outline-none border-b-2 border-transparent hover:border-indigo-300 transition-all flex items-center" onclick="showTab('quantization')">
 <i class="fas fa-sliders-h mr-2"></i> Quantization
 </button>
 <button class="px-5 py-3.5 font-medium text-gray-600 hover:text-green-700 focus:outline-none border-b-2 border-transparent hover:border-green-300 transition-all flex items-center" onclick="showTab('error-correction')">
 <i class="fas fa-shield-alt mr-2"></i> Error Correction
 </button>
 <button class="px-5 py-3.5 font-medium text-gray-600 hover:text-purple-700 focus:outline-none border-b-2 border-transparent hover:border-purple-300 transition-all flex items-center" onclick="showTab('cooling')">
 <i class="fas fa-snowflake mr-2"></i> Cooling API
 </button>
 <button class="px-5 py-3.5 font-medium text-gray-600 hover:text-yellow-700 focus:outline-none border-b-2 border-transparent hover:border-yellow-300 transition-all flex items-center" onclick="showTab('styling')">
 <i class="fas fa-palette mr-2"></i> Styling API
 </button>
 <button class="px-5 py-3.5 font-medium text-gray-600 hover:text-red-700 focus:outline-none border-b-2 border-transparent hover:border-red-300 transition-all flex items-center" onclick="showTab('validation')">
 <i class="fas fa-check-double mr-2"></i> Validation
 </button>
 </div>
<!-- Tab Contents -->
 <div class="p-6">
 <!-- Quantization Tab -->
 <div id="quantization" class="tab-content active">
 <h2 class="text-2xl font-bold text-gray-800 mb-2 flex items-center">
 <span>Adaptive Quantization Core</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
 <p class="text-gray-500 mb-6">Advanced decentralized quantization with dynamic bit-depth adaptation and harmonic rounding algorithms.</p>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
 <div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Quantization Level</label>
 <div class="flex space-x-4">
 <label class="inline-flex items-center">
 <input type="radio" class="form-radio text-indigo-600 border-2 border-gray-300" name="quant-level" value="4" checked>
 <span class="ml-2 font-medium">4-bit</span>
 </label>
 <label class="inline-flex items-center">
 <input type="radio" class="form-radio text-indigo-600 border-2 border-gray-300" name="quant-level" value="8">
 <span class="ml-2 font-medium">8-bit</span>
 </label>
 <label class="inline-flex items-center">
 <input type="radio" class="form-radio text-indigo-600 border-2 border-gray-300" name="quant-level" value="16">
 <span class="ml-2 font-medium">16-bit</span>
 </label>
 </div>
 </div>
<div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Adaptation Strategy</label>
 <select class="block w-full px-4 py-2.5 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500 bg-white">
 <option>Dynamic Range</option>
 <option>Entropy-Based</option>
 <option selected>Neural Network Guided</option>
 <option>Hybrid Approach</option>
 </select>
 </div>
 </div>
<div class="mb-6">
 <label class="block text-sm font-medium text-gray-700 mb-3">Input Data</label>
 <textarea class="block w-full px-4 py-3 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500" rows="5" placeholder="Paste your data here or upload a file..."></textarea>
 <div class="mt-3 flex justify-between">
 <button class="px-4 py-2 bg-gray-100 text-gray-700 rounded-xl text-sm hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-upload mr-2"></i> Upload File
 </button>
 <button class="px-4 py-2 bg-indigo-100 text-indigo-700 rounded-xl text-sm hover:bg-indigo-200 transition-all flex items-center" onclick="generateSampleData()">
 <i class="fas fa-random mr-2"></i> Generate Sample
 </button>
 </div>
 </div>
<div class="quantization-visualization rounded-xl mb-6 relative" id="quant-vis">
 <div class="absolute inset-0 flex items-center justify-center">
 <p class="text-gray-400">Visualization will appear here</p>
 </div>
 </div>
<div class="flex justify-end space-x-4">
 <button class="px-5 py-2.5 bg-gray-100 text-gray-700 rounded-xl font-medium hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-redo mr-2"></i> Reset
 </button>
 <button class="px-5 py-2.5 bg-gradient-to-r from-indigo-600 to-purple-600 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center" onclick="runQuantization()">
 <i class="fas fa-play mr-2"></i> Run Quantization
 </button>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">Quantization algorithm by Atilla Erman</p>
 </div>
<!-- Error Correction Tab -->
 <div id="error-correction" class="tab-content">
 <h2 class="text-2xl font-bold text-gray-800 mb-2 flex items-center">
 <span>DeepSeek R1 Error Correction</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
 <p class="text-gray-500 mb-6">Decentralized error prediction and correction with adaptive neural networks.</p>
<div class="bg-green-50 border-l-4 border-green-500 p-4 mb-6 rounded-r-lg">
 <div class="flex">
 <div class="flex-shrink-0">
 <i class="fas fa-info-circle text-green-500 text-xl"></i>
 </div>
 <div class="ml-3">
 <p class="text-sm text-green-700">
 The DeepSeek R1 agents use decentralized adaptive algorithms to predict and correct quantization errors before they occur, with enhanced stability and efficiency.
 </p>
 </div>
 </div>
 </div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
 <div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Correction Intensity</label>
 <input type="range" min="0" max="100" value="75" class="w-full h-2 bg-gray-200 rounded-lg appearance-none cursor-pointer" id="correction-intensity">
 <div class="flex justify-between text-xs text-gray-500 mt-2">
 <span>Light</span>
 <span>Moderate</span>
 <span>Aggressive</span>
 </div>
 </div>
<div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Agent Coordination</label>
 <select class="block w-full px-4 py-2.5 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-green-500 bg-white">
 <option>Independent</option>
 <option>Loosely Coupled</option>
 <option selected>Tightly Synchronized</option>
 <option>Hierarchical</option>
 </select>
 </div>
 </div>
<div class="mb-6">
 <label class="block text-sm font-medium text-gray-700 mb-3">Error Patterns</label>
 <div class="grid grid-cols-2 md:grid-cols-4 gap-4">
 <label class="inline-flex items-center">
 <input type="checkbox" class="form-checkbox text-green-600 border-2 border-gray-300 rounded" checked>
 <span class="ml-2 font-medium">Round-off</span>
 </label>
 <label class="inline-flex items-center">
 <input type="checkbox" class="form-checkbox text-green-600 border-2 border-gray-300 rounded" checked>
 <span class="ml-2 font-medium">Truncation</span>
 </label>
 <label class="inline-flex items-center">
 <input type="checkbox" class="form-checkbox text-green-600 border-2 border-gray-300 rounded">
 <span class="ml-2 font-medium">Overflow</span>
 </label>
 <label class="inline-flex items-center">
 <input type="checkbox" class="form-checkbox text-green-600 border-2 border-gray-300 rounded" checked>
 <span class="ml-2 font-medium">Underflow</span>
 </label>
 </div>
 </div>
<div class="flex justify-end space-x-4">
 <button class="px-5 py-2.5 bg-gray-100 text-gray-700 rounded-xl font-medium hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-redo mr-2"></i> Reset
 </button>
 <button class="px-5 py-2.5 bg-gradient-to-r from-green-600 to-teal-600 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center">
 <i class="fas fa-shield-alt mr-2"></i> Apply Correction
 </button>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">Error correction system by Atilla Erman</p>
 </div>
<!-- Cooling API Tab -->
 <div id="cooling" class="tab-content">
 <h2 class="text-2xl font-bold text-gray-800 mb-2 flex items-center">
 <span>Thermal Optimization API</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
 <p class="text-gray-500 mb-6">Dynamic thermal management with predictive cooling algorithms.</p>
<div class="bg-purple-50 border-l-4 border-purple-500 p-4 mb-6 rounded-r-lg">
 <div class="flex">
 <div class="flex-shrink-0">
 <i class="fas fa-snowflake text-purple-500 text-xl"></i>
 </div>
 <div class="ml-3">
 <p class="text-sm text-purple-700">
 The Cooling API dynamically adjusts quantization parameters to minimize thermal output while maintaining quality thresholds with enhanced stability.
 </p>
 </div>
 </div>
 </div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
 <div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Thermal Threshold</label>
 <div class="flex items-center">
 <input type="range" min="30" max="100" value="70" class="w-full h-2 bg-gray-200 rounded-lg appearance-none cursor-pointer mr-4" id="thermal-threshold">
 <span class="text-xl font-medium text-purple-600" id="threshold-value">70°C</span>
 </div>
 </div>
<div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Cooling Strategy</label>
 <select class="block w-full px-4 py-2.5 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-purple-500 focus:border-purple-500 bg-white">
 <option>Gradual Reduction</option>
 <option>Step Reduction</option>
 <option selected>Adaptive Scaling</option>
 <option>Neural Predictive</option>
 </select>
 </div>
 </div>
<div class="mb-6">
 <label class="block text-sm font-medium text-gray-700 mb-3">Current Thermal Profile</label>
 <div class="bg-gray-100 p-4 rounded-xl">
 <div class="flex justify-between text-xs text-gray-600 mb-2">
 <span class="font-medium">CPU: 62°C</span>
 <span class="font-medium">GPU: 58°C</span>
 <span class="font-medium">Memory: 45°C</span>
 <span class="font-medium">Storage: 38°C</span>
 </div>
 <div class="w-full bg-gray-300 rounded-full h-2.5">
 <div class="bg-gradient-to-r from-blue-400 to-purple-600 h-2.5 rounded-full" style="width: 65%"></div>
 </div>
 <div class="mt-2 flex justify-between text-xs text-gray-500">
 <span>30°C</span>
 <span>65°C</span>
 <span>100°C</span>
 </div>
 </div>
 </div>
<div class="flex justify-end space-x-4">
 <button class="px-5 py-2.5 bg-gray-100 text-gray-700 rounded-xl font-medium hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-redo mr-2"></i> Reset
 </button>
 <button class="px-5 py-2.5 bg-gradient-to-r from-purple-600 to-indigo-600 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center">
 <i class="fas fa-snowflake mr-2"></i> Optimize Cooling
 </button>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">Thermal algorithms by Atilla Erman</p>
 </div>
<!-- Styling API Tab -->
 <div id="styling" class="tab-content">
 <h2 class="text-2xl font-bold text-gray-800 mb-2 flex items-center">
 <span>Visual Styling API</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
 <p class="text-gray-500 mb-6">Customize the visual representation with harmonic color schemes.</p>
<div class="bg-yellow-50 border-l-4 border-yellow-500 p-4 mb-6 rounded-r-lg">
 <div class="flex">
 <div class="flex-shrink-0">
 <i class="fas fa-palette text-yellow-500 text-xl"></i>
 </div>
 <div class="ml-3">
 <p class="text-sm text-yellow-700">
 Customize the visual representation of quantization results for different applications and presentation needs with enhanced aesthetics.
 </p>
 </div>
 </div>
 </div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
 <div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Color Scheme</label>
 <div class="flex space-x-3">
 <div class="w-10 h-10 rounded-xl bg-blue-500 cursor-pointer border-2 border-white shadow-md hover:scale-110 transition-transform" onclick="setColorScheme('blue')" title="Blue Theme"></div>
 <div class="w-10 h-10 rounded-xl bg-purple-500 cursor-pointer border-2 border-white shadow-md hover:scale-110 transition-transform" onclick="setColorScheme('purple')" title="Purple Theme"></div>
 <div class="w-10 h-10 rounded-xl bg-green-500 cursor-pointer border-2 border-white shadow-md hover:scale-110 transition-transform" onclick="setColorScheme('green')" title="Green Theme"></div>
 <div class="w-10 h-10 rounded-xl bg-red-500 cursor-pointer border-2 border-white shadow-md hover:scale-110 transition-transform" onclick="setColorScheme('red')" title="Red Theme"></div>
 <div class="w-10 h-10 rounded-xl bg-gradient-to-r from-blue-400 to-purple-600 cursor-pointer border-2 border-white shadow-md hover:scale-110 transition-transform" onclick="setColorScheme('gradient')" title="Gradient Theme"></div>
 </div>
 </div>
<div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Visualization Style</label>
 <select class="block w-full px-4 py-2.5 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-yellow-500 focus:border-yellow-500 bg-white" id="vis-style">
 <option>Bar Chart</option>
 <option>Waveform</option>
 <option selected>Scatter Plot</option>
 <option>Heatmap</option>
 <option>3D Surface</option>
 </select>
 </div>
 </div>
<div class="mb-6">
 <label class="block text-sm font-medium text-gray-700 mb-3">Preview</label>
 <div class="bg-gray-100 p-4 rounded-xl flex justify-center">
 <div id="style-preview" class="w-full h-40 bg-gradient-to-r from-indigo-500 to-purple-600 rounded-xl flex items-center justify-center text-white font-bold text-lg shadow-lg">
 Visualization Preview
 </div>
 </div>
 </div>
<div class="flex justify-end space-x-4">
 <button class="px-5 py-2.5 bg-gray-100 text-gray-700 rounded-xl font-medium hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-redo mr-2"></i> Reset
 </button>
 <button class="px-5 py-2.5 bg-gradient-to-r from-yellow-500 to-orange-500 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center">
 <i class="fas fa-save mr-2"></i> Apply Style
 </button>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">UI design by Atilla Erman</p>
 </div>
<!-- Validation API Tab -->
 <div id="validation" class="tab-content">
 <h2 class="text-2xl font-bold text-gray-800 mb-2 flex items-center">
 <span>Quantization Validation</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
 <p class="text-gray-500 mb-6">Comprehensive quality assurance with harmonic validation metrics.</p>
<div class="bg-red-50 border-l-4 border-red-500 p-4 mb-6 rounded-r-lg">
 <div class="flex">
 <div class="flex-shrink-0">
 <i class="fas fa-check-double text-red-500 text-xl"></i>
 </div>
 <div class="ml-3">
 <p class="text-sm text-red-700">
 The Validation API automatically checks quantization results against quality metrics and suggests corrections with enhanced precision.
 </p>
 </div>
 </div>
 </div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
 <div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Validation Strictness</label>
 <input type="range" min="0" max="100" value="60" class="w-full h-2 bg-gray-200 rounded-lg appearance-none cursor-pointer" id="validation-strictness">
 <div class="flex justify-between text-xs text-gray-500 mt-2">
 <span>Lenient</span>
 <span>Balanced</span>
 <span>Strict</span>
 </div>
 </div>
<div>
 <label class="block text-sm font-medium text-gray-700 mb-3">Auto-Correction</label>
 <select class="block w-full px-4 py-2.5 border border-gray-300 rounded-xl shadow-sm focus:outline-none focus:ring-2 focus:ring-red-500 focus:border-red-500 bg-white">
 <option>Disabled</option>
 <option>Suggest Only</option>
 <option selected>Apply Minor Fixes</option>
 <option>Full Auto-Correction</option>
 </select>
 </div>
 </div>
<div class="mb-6">
 <label class="block text-sm font-medium text-gray-700 mb-3">Quality Metrics</label>
 <div class="space-y-4">
 <div>
 <div class="flex items-center justify-between mb-1">
 <span class="text-sm font-medium">Signal-to-Noise Ratio</span>
 <span class="text-sm font-medium text-green-600">42 dB</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div class="bg-green-500 h-2.5 rounded-full" style="width: 84%"></div>
 </div>
 </div>
<div>
 <div class="flex items-center justify-between mb-1">
 <span class="text-sm font-medium">Information Loss</span>
 <span class="text-sm font-medium text-yellow-600">12%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div class="bg-yellow-500 h-2.5 rounded-full" style="width: 12%"></div>
 </div>
 </div>
<div>
 <div class="flex items-center justify-between mb-1">
 <span class="text-sm font-medium">Compression Efficiency</span>
 <span class="text-sm font-medium text-blue-600">78%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div class="bg-blue-500 h-2.5 rounded-full" style="width: 78%"></div>
 </div>
 </div>
<div>
 <div class="flex items-center justify-between mb-1">
 <span class="text-sm font-medium">Harmonic Stability</span>
 <span class="text-sm font-medium text-purple-600">91%</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5">
 <div class="bg-purple-500 h-2.5 rounded-full" style="width: 91%"></div>
 </div>
 </div>
 </div>
 </div>
<div class="flex justify-end space-x-4">
 <button class="px-5 py-2.5 bg-gray-100 text-gray-700 rounded-xl font-medium hover:bg-gray-200 transition-all flex items-center">
 <i class="fas fa-redo mr-2"></i> Reset
 </button>
 <button class="px-5 py-2.5 bg-gradient-to-r from-red-500 to-pink-500 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center">
 <i class="fas fa-check-double mr-2"></i> Run Validation
 </button>
 </div>
 <p class="text-xs text-right mt-3 text-gray-400 erman-signature">Validation system by Atilla Erman</p>
 </div>
 </div>
 </div>
<!-- Enhanced Agent Coordination Panel -->
 <div class="bg-white rounded-2xl shadow-lg mt-8 p-6 border border-gray-100">
 <h2 class="text-xl font-semibold text-gray-800 mb-5 flex items-center">
 <i class="fas fa-network-wired mr-2 text-indigo-500"></i>
 <span>Agent Coordination Dashboard</span>
 <span class="text-sm font-normal erman-signature ml-3">by Atilla Erman</span>
 </h2>
<div class="grid grid-cols-1 md:grid-cols-3 gap-5">
 <div class="bg-indigo-50 p-5 rounded-xl border border-indigo-100 relative overflow-hidden">
 <div class="absolute -right-5 -top-5 w-20 h-20 rounded-full bg-indigo-100 opacity-30"></div>
 <div class="flex items-center mb-3 relative z-10">
 <div class="w-4 h-4 rounded-full bg-indigo-500 mr-2 agent-pulse"></div>
 <span class="text-sm font-medium">Quantization Agent</span>
 </div>
 <div class="text-xs text-gray-600 mb-3 relative z-10">
 Status: <span class="font-medium text-green-600">Active</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5 relative z-10">
 <div class="bg-indigo-500 h-2.5 rounded-full" style="width: 65%"></div>
 </div>
 <div class="mt-2 text-xs text-gray-500 flex justify-between relative z-10">
 <span>0%</span>
 <span>100%</span>
 </div>
 </div>
<div class="bg-green-50 p-5 rounded-xl border border-green-100 relative overflow-hidden">
 <div class="absolute -right-5 -top-5 w-20 h-20 rounded-full bg-green-100 opacity-30"></div>
 <div class="flex items-center mb-3 relative z-10">
 <div class="w-4 h-4 rounded-full bg-green-500 mr-2 agent-pulse"></div>
 <span class="text-sm font-medium">Error Correction</span>
 </div>
 <div class="text-xs text-gray-600 mb-3 relative z-10">
 Status: <span class="font-medium text-green-600">Active</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5 relative z-10">
 <div class="bg-green-500 h-2.5 rounded-full" style="width: 78%"></div>
 </div>
 <div class="mt-2 text-xs text-gray-500 flex justify-between relative z-10">
 <span>0%</span>
 <span>100%</span>
 </div>
 </div>
<div class="bg-purple-50 p-5 rounded-xl border border-purple-100 relative overflow-hidden">
 <div class="absolute -right-5 -top-5 w-20 h-20 rounded-full bg-purple-100 opacity-30"></div>
 <div class="flex items-center mb-3 relative z-10">
 <div class="w-4 h-4 rounded-full bg-purple-500 mr-2 agent-pulse"></div>
 <span class="text-sm font-medium">Validation Agent</span>
 </div>
 <div class="text-xs text-gray-600 mb-3 relative z-10">
 Status: <span class="font-medium text-yellow-600">Standby</span>
 </div>
 <div class="w-full bg-gray-200 rounded-full h-2.5 relative z-10">
 <div class="bg-purple-500 h-2.5 rounded-full" style="width: 30%"></div>
 </div>
 <div class="mt-2 text-xs text-gray-500 flex justify-between relative z-10">
 <span>0%</span>
 <span>100%</span>
 </div>
 </div>
 </div>
<div class="mt-6 flex justify-center">
 <button class="px-6 py-3 bg-gradient-to-r from-indigo-500 to-purple-600 text-white rounded-xl font-medium hover:opacity-90 transition-all shadow-lg flex items-center" onclick="coordinateAgents()">
 <i class="fas fa-random mr-2"></i> Coordinate Agents
 </button>
 </div>
 <p class="text-xs text-right mt-4 text-gray-400 erman-signature">Agent system by Atilla Erman</p>
 </div>
 </div>
 </div>
 </main>
<!-- Footer -->
 <footer class="bg-white border-t border-gray-200 py-6">
 <div class="container mx-auto px-4">
 <div class="flex flex-col md:flex-row justify-between items-center">
 <div class="flex items-center space-x-2 mb-4 md:mb-0">
 <i class="fas fa-atom text-indigo-500 text-xl"></i>
 <span class="text-lg font-semibold">ErmanQuant</span>
 <span class="text-xs text-gray-400 erman-signature">by Atilla Erman</span>
 </div>
 <div class="text-sm text-gray-500">
 © 2023 Atilla Erman Development. All rights reserved.
 </div>
 </div>
 </div>
 </footer>
 </div>
<script>
 // Tab switching functionality
 function showTab(tabId) {
 // Hide all tab contents
 document.querySelectorAll('.tab-content').forEach(tab => {
 tab.classList.remove('active');
 });
// Show the selected tab
 document.getElementById(tabId).classList.add('active');
// Update tab navigation styling
 document.querySelectorAll('.flex.border-b button').forEach(btn => {
 btn.classList.remove('border-indigo-500', 'text-indigo-700');
 btn.classList.add('border-transparent');
 });
// Style the active tab button
 const activeBtn = Array.from(document.querySelectorAll('.flex.border-b button')).find(btn =>
btn.getAttribute('onclick').includes(tabId)
 );
if (activeBtn) {
 activeBtn.classList.add('border-indigo-500', 'text-indigo-700');
 activeBtn.classList.remove('border-transparent');
 }
 }
 // Initialize with quantization tab shown
 document.addEventListener('DOMContentLoaded', function() {
 showTab('quantization');
 generateQuantizationVisualization();
// Update thermal threshold display
 document.getElementById('thermal-threshold').addEventListener('input', function() {
 document.getElementById('threshold-value').textContent = this.value + '°C';
 });
// Simulate system status changes
 simulateSystemStatus();
// Create floating agents animation
 animateFloatingAgents();
// Initialize Roman watermark
 initRomanWatermark();
 });
// Generate quantization visualization
 function generateQuantizationVisualization() {
 const container = document.getElementById('quant-vis');
 container.innerHTML = '';
// Create grid background
 const grid = document.createElement('div');
 grid.className = 'quantization-grid absolute inset-0';
 grid.style.gridTemplateColumns = 'repeat(40, 1fr)';
// Add grid cells
 for (let i = 0; i < 800; i++) {
 const cell = document.createElement('div');
 cell.className = 'quant-cell';
 grid.appendChild(cell);
 }
container.appendChild(grid);
// Generate random levels for visualization
 for (let i = 0; i < 40; i++) {
 const level = document.createElement('div');
 level.className = 'quant-level bg-indigo-500';
 level.style.left = (i * 25) + 'px';
 level.style.height = (Math.random() * 200 + 30) + 'px';
 level.style.transitionDelay = (i * 0.05) + 's';
 container.appendChild(level);
 }
 }
// Run quantization simulation
 function runQuantization() {
 // Show loading state
 const runBtn = document.querySelector('#quantization button.bg-gradient-to-r');
 const originalText = runBtn.innerHTML;
 runBtn.innerHTML = '<i class="fas fa-spinner fa-spin mr-2"></i> Processing...';
 runBtn.classList.add('opacity-75');
// Update efficiency meter
 animateProgressBar('quant-bar', 95, 2000);
// Simulate processing delay
 setTimeout(() => {
 // Update visualization
 const levels = document.querySelectorAll('.quant-level');
 const bitDepth = document.querySelector('input[name="quant-level"]:checked').value;
levels.forEach((level, index) => {
 const originalHeight = parseInt(level.style.height);
 let quantizedHeight;
if (bitDepth === '4') {
 // Coarse quantization for 4-bit
 quantizedHeight = Math.round(originalHeight / 50) * 50;
 } else if (bitDepth === '8') {
 // Medium quantization for 8-bit
 quantizedHeight = Math.round(originalHeight / 20) * 20;
 } else {
 // Fine quantization for 16-bit
 quantizedHeight = Math.round(originalHeight / 5) * 5;
 }
// Apply harmonic rounding for smoother transitions
 setTimeout(() => {
 level.style.height = quantizedHeight + 'px';
 level.classList.remove('bg-indigo-500');
 level.classList.add('bg-purple-500');
 }, index * 30);
 });
// Update grid cells to show quantization effect
 const cells = document.querySelectorAll('.quant-cell');
 cells.forEach((cell, index) => {
 setTimeout(() => {
 const intensity = Math.random() * 0.7 + 0.3;
 if (bitDepth === '4') {
 cell.style.opacity = intensity > 0.5 ? 1 : 0.3;
 } else if (bitDepth === '8') {
 cell.style.opacity = intensity;
 } else {
 cell.style.opacity = intensity * 0.8 + 0.2;
 }
 }, index % 40 * 10);
 });
// Restore button
 setTimeout(() => {
 runBtn.innerHTML = originalText;
 runBtn.classList.remove('opacity-75');
// Show success message
 showNotification('Quantization completed successfully by Atilla Erman!', 'success');
 }, 1500);
 }, 1000);
 }
// Generate sample data
 function generateSampleData() {
 const textarea = document.querySelector('#quantization textarea');
 const sampleData = `Sample data generated by Atilla Erman's algorithm:\n\n`;
 let dataPoints = '';
for (let i = 0; i < 50; i++) {
 dataPoints += (Math.sin(i / 3) * 100 + Math.random() * 20 - 10).toFixed(2) + ', ';
 if (i % 10 === 9) dataPoints += '\n';
 }
textarea.value = sampleData + dataPoints;
 showNotification('Sample data generated successfully', 'info');
 }
// Set color scheme for styling API
 function setColorScheme(color) {
 const preview = document.getElementById('style-preview');
 preview.className = 'w-full h-40 rounded-xl flex items-center justify-center text-white font-bold text-lg shadow-lg ';
switch(color) {
 case 'blue':
 preview.classList.add('bg-gradient-to-r', 'from-blue-500', 'to-indigo-600');
 break;
 case 'purple':
 preview.classList.add('bg-gradient-to-r', 'from-purple-500', 'to-indigo-600');
 break;
 case 'green':
 preview.classList.add('bg-gradient-to-r', 'from-green-500', 'to-teal-600');
 break;
 case 'red':
 preview.classList.add('bg-gradient-to-r', 'from-red-500', 'to-pink-600');
 break;
 case 'gradient':
 preview.classList.add('bg-gradient-to-r', 'from-indigo-500', 'via-purple-500', 'to-pink-500');
 break;
 }
 }
// Coordinate agents simulation
 function coordinateAgents() {
 const agentBars = [
 { id: 'agent-bar', target: 95, color: 'bg-green-500' },
 { id: 'cpu-bar', target: 80, color: 'bg-indigo-500' },
 { id: 'memory-bar', target: 65, color: 'bg-purple-500' },
 { id: 'quant-bar', target: 98, color: 'bg-gradient-to-r from-indigo-500 to-purple-500' }
 ];
agentBars.forEach(bar => {
 const element = document.getElementById(bar.id);
 let currentWidth = parseInt(element.style.width) || 0;
 const interval = setInterval(() => {
 if (currentWidth >= bar.target) {
 clearInterval(interval);
 } else {
 currentWidth += 1;
 element.style.width = currentWidth + '%';
// Update text displays
 if (bar.id === 'cpu-bar') {
 document.getElementById('cpu-usage').textContent = currentWidth + '%';
 } else if (bar.id === 'memory-bar') {
 document.getElementById('memory-usage').textContent = currentWidth + '%';
 } else if (bar.id === 'agent-bar') {
 document.getElementById('agent-status').textContent =
currentWidth > 90 ? 'Optimal' : currentWidth > 70 ? 'Active' : 'Standby';
 } else if (bar.id === 'quant-bar') {
 document.getElementById('quant-efficiency').textContent = currentWidth + '%';
 }
 }
 }, 30);
 });
// Show status message
 setTimeout(() => {
 showNotification('Agent coordination completed by Atilla Erman! All agents are now synchronized.', 'success');
 }, 3000);
 }
// Simulate changing system status
 function simulateSystemStatus() {
 setInterval(() => {
 // Randomly adjust CPU usage
 const cpuBar = document.getElementById('cpu-bar');
 let cpuWidth = parseInt(cpuBar.style.width);
 cpuWidth = Math.max(20, Math.min(90, cpuWidth + (Math.random() * 6 - 3)));
 cpuBar.style.width = cpuWidth + '%';
 document.getElementById('cpu-usage').textContent = Math.round(cpuWidth) + '%';
// Randomly adjust memory usage
 const memoryBar = document.getElementById('memory-bar');
 let memoryWidth = parseInt(memoryBar.style.width);
 memoryWidth = Math.max(15, Math.min(85, memoryWidth + (Math.random() * 5 - 2.5)));
 memoryBar.style.width = memoryWidth + '%';
 document.getElementById('memory-usage').textContent = Math.round(memoryWidth) + '%';
// Randomly adjust agent status
 const agentBar = document.getElementById('agent-bar');
 let agentWidth = parseInt(agentBar.style.width);
 agentWidth = Math.max(30, Math.min(95, agentWidth + (Math.random() * 4 - 2)));
 agentBar.style.width = agentWidth + '%';
 document.getElementById('agent-status').textContent =
agentWidth > 85 ? 'Optimal' : agentWidth > 60 ? 'Active' : 'Standby';
// Randomly adjust quantization efficiency
 const quantBar = document.getElementById('quant-bar');
 let quantWidth = parseInt(quantBar.style.width);
 quantWidth = Math.max(80, Math.min(99, quantWidth + (Math.random() * 2 - 1)));
 quantBar.style.width = quantWidth + '%';
 document.getElementById('quant-efficiency').textContent = Math.round(quantWidth) + '%';
 }, 3000);
 }
// Animate progress bar
 function animateProgressBar(barId, targetWidth, duration) {
 const element = document.getElementById(barId);
 let currentWidth = parseInt(element.style.width) || 0;
 const increment = (targetWidth - currentWidth) / (duration / 16);
const interval = setInterval(() => {
 currentWidth += increment;
 if (currentWidth >= targetWidth) {
 currentWidth = targetWidth;
 clearInterval(interval);
 }
 element.style.width = currentWidth + '%';
// Update corresponding text display
 if (barId === 'quant-bar') {
 document.getElementById('quant-efficiency').textContent = Math.round(currentWidth) + '%';
 }
 }, 16);
 }
// Show notification
 function showNotification(message, type) {
 const notification = document.createElement('div');
 notification.className = `fixed bottom-5 right-5 px-5 py-3 rounded-xl shadow-lg text-white font-medium z-50 transform transition-all duration-300 translate-x-0 opacity-100 ${
 type === 'success' ? 'bg-green-500' :
type === 'error' ? 'bg-red-500' : 'bg-indigo-500'
 }`;
 notification.innerHTML = `<i class="fas fa-${
 type === 'success' ? 'check-circle' :
type === 'error' ? 'exclamation-circle' : 'info-circle'
 } mr-2"></i> ${message}`;
document.body.appendChild(notification);
setTimeout(() => {
 notification.classList.add('translate-x-full', 'opacity-0');
 setTimeout(() => notification.remove(), 300);
 }, 3000);
 }
// Animate floating agents
 function animateFloatingAgents() {
 const agents = document.querySelectorAll('.floating-agent');
 agents.forEach((agent, index) => {
 agent.style.animationDelay = `${index * 0.5}s`;
 });
 }
// Initialize Roman watermark
 function initRomanWatermark() {
 const watermark = document.querySelector('.roman-watermark');
 let opacity = 0.05;
 let direction = 0.001;
setInterval(() => {
 opacity += direction;
 if (opacity > 0.08) direction = -0.001;
 if (opacity < 0.03) direction = 0.001;
 watermark.style.opacity = opacity;
 }, 100);
 }
 </script>
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