<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Time Calculation for Dataset Training</title>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-AMS_HTML"></script>
    <style>
        body {
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        .latex {
            margin-top: 10px;
            color: #90caf9; /* LaTeX output color */
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    </style>
</head>
<body>

    <div class="background">
        <div class="glass-panel">
            <h1>Time Calculation for Dataset Training</h1>
            <label for="dataset_size">Dataset Size (kB):</label>
            <input type="number" id="dataset_size" value="67.4" step="0.1"><br>
            
            <label for="epochs">Number of Epochs:</label>
            <input type="number" id="epochs" value="1"><br>
            
            <button id="calculate_btn">Calculate</button>

            <div class="output">
                <h3 id="result_text"></h3>
                <div id="result_latex" class="latex"></div>
            </div>
        </div>
    </div>

    <script>
        // Function to calculate total time and update results
        document.getElementById("calculate_btn").onclick = function() {
            const datasetSize = parseFloat(document.getElementById("dataset_size").value);
            const epochs = parseInt(document.getElementById("epochs").value);

            // Calculate time
            const timePerEpoch = datasetSize / 405;
            const totalTime = timePerEpoch * epochs;

            // Create LaTeX representations
            const latexEquationOriginal = `\\[ Total \\: Time = \\frac{S}{405} \\times n \\]`;
            const latexEquationValues = `\\[ Total \\: Time = \\frac{${datasetSize}}{405} \\times ${epochs} = ${totalTime.toFixed(4)} \\: minutes \\]`;

            // Update HTML elements
            document.getElementById("result_text").innerText = `Total Time: ${totalTime.toFixed(4)} minutes`;
            document.getElementById("result_latex").innerHTML = latexEquationOriginal + "<br>" + latexEquationValues;

            // Render LaTeX
            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
        };
    </script>

</body>
</html>