| <!DOCTYPE html> |
| <html lang="en"> |
| <head> |
| <meta charset="UTF-8" /> |
| <meta name="viewport" content="width=device-width, initial-scale=1.0" /> |
| <title>CTM Training Dashboard</title> |
| <style> |
| :root { |
| --bg-color: #f4f4f9; |
| --card-bg: #ffffff; |
| --text-color: #333; |
| --accent-color: #4a90e2; |
| --success-color: #2ecc71; |
| --font-family: "Segoe UI", Tahoma, Geneva, Verdana, sans-serif; |
| } |
| |
| body { |
| font-family: var(--font-family); |
| background-color: var(--bg-color); |
| color: var(--text-color); |
| margin: 0; |
| padding: 20px; |
| line-height: 1.6; |
| } |
| |
| .container { |
| max-width: 1200px; |
| margin: 0 auto; |
| } |
| |
| header { |
| text-align: center; |
| margin-bottom: 40px; |
| } |
| |
| h1 { |
| color: var(--accent-color); |
| margin-bottom: 10px; |
| } |
| |
| .status-card { |
| background: var(--card-bg); |
| padding: 20px; |
| border-radius: 8px; |
| box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
| margin-bottom: 30px; |
| display: grid; |
| grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); |
| gap: 20px; |
| text-align: center; |
| } |
| |
| .metric { |
| display: flex; |
| flex-direction: column; |
| } |
| |
| .metric-label { |
| font-size: 0.9em; |
| color: #666; |
| } |
| |
| .metric-value { |
| font-size: 1.5em; |
| font-weight: bold; |
| color: var(--text-color); |
| } |
| |
| .plots-grid { |
| display: grid; |
| grid-template-columns: repeat(auto-fit, minmax(500px, 1fr)); |
| gap: 20px; |
| margin-bottom: 30px; |
| } |
| |
| .plot-card { |
| background: var(--card-bg); |
| padding: 15px; |
| border-radius: 8px; |
| box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
| } |
| |
| .plot-card img { |
| width: 100%; |
| height: auto; |
| border-radius: 4px; |
| } |
| |
| .artifacts-section { |
| background: var(--card-bg); |
| padding: 20px; |
| border-radius: 8px; |
| box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); |
| text-align: center; |
| margin-bottom: 30px; |
| } |
| |
| .btn { |
| display: inline-block; |
| padding: 10px 20px; |
| background-color: var(--accent-color); |
| color: white; |
| text-decoration: none; |
| border-radius: 5px; |
| margin: 0 10px; |
| transition: background-color 0.3s; |
| } |
| |
| .btn:hover { |
| background-color: #357abd; |
| } |
| |
| .gallery { |
| display: grid; |
| grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); |
| gap: 15px; |
| margin-top: 20px; |
| } |
| |
| .gallery img { |
| width: 100%; |
| border-radius: 4px; |
| box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); |
| } |
| |
| footer { |
| text-align: center; |
| margin-top: 50px; |
| color: #888; |
| font-size: 0.9em; |
| } |
| |
| #last-updated { |
| font-size: 0.8em; |
| color: #999; |
| margin-top: 5px; |
| } |
| </style> |
| </head> |
| <body> |
| <div class="container"> |
| <header> |
| <h1>CTM Training Dashboard</h1> |
| <p>Real-time monitoring of Energy-Based Halting Experiment</p> |
| <div id="last-updated">Waiting for data...</div> |
| </header> |
|
|
| <div class="status-card" id="metrics-container"> |
| <div class="metric"> |
| <span class="metric-label">Iteration</span> |
| <span class="metric-value" id="iter">--</span> |
| </div> |
| <div class="metric"> |
| <span class="metric-label">Epoch</span> |
| <span class="metric-value" id="epoch">--</span> |
| </div> |
| <div class="metric"> |
| <span class="metric-label">Train Loss</span> |
| <span class="metric-value" id="train-loss">--</span> |
| </div> |
| <div class="metric"> |
| <span class="metric-label">Test Loss</span> |
| <span class="metric-value" id="test-loss">--</span> |
| </div> |
| <div class="metric"> |
| <span class="metric-label">Train Acc</span> |
| <span class="metric-value" id="train-acc">--</span> |
| </div> |
| <div class="metric"> |
| <span class="metric-label">Test Acc</span> |
| <span class="metric-value" id="test-acc">--</span> |
| </div> |
| </div> |
|
|
| <div class="plots-grid"> |
| <div class="plot-card"> |
| <h3>Loss History</h3> |
| <img |
| id="loss-plot" |
| src="logs/scratch/losses.png" |
| alt="Loss Plot" |
| onerror="this.src='https://via.placeholder.com/600x400?text=Waiting+for+Plots'" |
| /> |
| </div> |
| <div class="plot-card"> |
| <h3>Accuracy History</h3> |
| <img |
| id="acc-plot" |
| src="logs/scratch/accuracies.png" |
| alt="Accuracy Plot" |
| onerror="this.src='https://via.placeholder.com/600x400?text=Waiting+for+Plots'" |
| /> |
| </div> |
| </div> |
|
|
| <div class="artifacts-section"> |
| <h2>Artifacts & Downloads</h2> |
| <p>Download the latest model checkpoints and full logs.</p> |
| <a href="logs/scratch/artifacts.zip" class="btn" |
| >Download All Artifacts (.zip)</a |
| > |
| <a href="logs/scratch/checkpoint.pt" class="btn" |
| >Download Checkpoint (.pt)</a |
| > |
| </div> |
|
|
| <div class="artifacts-section"> |
| <h2>Attention Visualization</h2> |
| <p>Latest generated attention maps from the model.</p> |
| <div class="gallery" id="gif-gallery"> |
| |
| <img |
| src="logs/scratch/0_attention.gif" |
| onerror="this.style.display='none'" |
| alt="Attention Map" |
| /> |
| </div> |
| </div> |
| </div> |
|
|
| <footer> |
| <p>Continuous Thought Machine Experiment</p> |
| </footer> |
|
|
| <script> |
| const LOG_DIR = "logs/scratch"; |
| |
| async function updateDashboard() { |
| try { |
| |
| const response = await fetch( |
| `${LOG_DIR}/status.json?t=${new Date().getTime()}` |
| ); |
| if (!response.ok) throw new Error("Status file not found"); |
| |
| const data = await response.json(); |
| |
| |
| document.getElementById( |
| "iter" |
| ).textContent = `${data.iteration} / ${data.total_iterations}`; |
| document.getElementById("epoch").textContent = data.epoch; |
| document.getElementById("train-loss").textContent = parseFloat( |
| data.train_loss |
| ).toFixed(4); |
| document.getElementById("test-loss").textContent = parseFloat( |
| data.test_loss |
| ).toFixed(4); |
| |
| |
| const formatAcc = (acc) => { |
| if (Array.isArray(acc)) { |
| return (acc[acc.length - 1] * 100).toFixed(2) + "%"; |
| } |
| return (acc * 100).toFixed(2) + "%"; |
| }; |
| |
| document.getElementById("train-acc").textContent = formatAcc( |
| data.train_accuracy |
| ); |
| document.getElementById("test-acc").textContent = formatAcc( |
| data.test_accuracy |
| ); |
| |
| |
| document.getElementById( |
| "last-updated" |
| ).textContent = `Last updated: ${new Date().toLocaleTimeString()}`; |
| |
| |
| const timestamp = new Date().getTime(); |
| document.getElementById( |
| "loss-plot" |
| ).src = `${LOG_DIR}/losses.png?t=${timestamp}`; |
| document.getElementById( |
| "acc-plot" |
| ).src = `${LOG_DIR}/accuracies.png?t=${timestamp}`; |
| |
| |
| const gallery = document.getElementById("gif-gallery"); |
| gallery.innerHTML = `<img src="${LOG_DIR}/0_attention.gif?t=${timestamp}" onerror="this.style.display='none'" alt="Attention Map">`; |
| } catch (error) { |
| console.log("Waiting for training to start...", error); |
| document.getElementById("last-updated").textContent = |
| "Waiting for training to start..."; |
| } |
| } |
| |
| |
| setInterval(updateDashboard, 30000); |
| |
| |
| updateDashboard(); |
| </script> |
| </body> |
| </html> |
|
|
