| <!DOCTYPE html>
|
| <html lang="en">
|
|
|
| <head>
|
| <meta charset="UTF-8" />
|
| <meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
| <title>Transformers.js | WebGPU Benchmark</title>
|
| <script type="module" crossorigin src="/assets/index-C--icfQ9.js"></script> |
| <link rel="stylesheet" crossorigin href="/assets/index-CfdOY117.css"> |
| </head>
|
|
|
| <body>
|
| <h1>
|
| <a href="http://github.com/xenova/transformers.js" target="_blank">🤗 Transformers.js</a> WebGPU Benchmark
|
| </h1>
|
| <p>
|
| This benchmark measures the execution time of <a
|
| href="https://huggingface.co/Xenova/all-MiniLM-L6-v2">Xenova/all-MiniLM-L6-v2</a> (bert-based embedding model)
|
| using the WASM and WebGPU execution providers across different batch sizes.
|
| </p>
|
| <div id="chart-container">
|
| <canvas id="chart"></canvas>
|
| </div>
|
| <div style="margin-top: 10px;">
|
| <button id="start" disabled>Start Benchmark</button>
|
| <button id="stop" disabled>Stop Benchmark</button>
|
| </div>
|
| <label id="status"></label>
|
| <details open style="position: fixed; background-color: white; right: 0; top: 0; padding: 16px;">
|
|
|
| <summary style="text-align: right;">Options</summary>
|
|
|
| <div>
|
| <label>Batch sizes</label>
|
| <input id="batch-sizes" value="1, 2, 4, 8, 16, 32" />
|
| </div>
|
| <div>
|
| <label>Sequence length</label>
|
| <input id="sequence-length" type="number" min="1" max="512" value="512" />
|
| </div>
|
| <div>
|
| <input id="x-scale" type="checkbox" />
|
| <label>Log scale (x)</label>
|
|
|
| <input id="y-scale" type="checkbox" />
|
| <label>Log scale (y)</label>
|
| </div>
|
| </details>
|
|
|
|
|
| </body>
|
|
|
| </html> |
