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<meta charset="UTF-8" /> |
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /> |
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<title>Transformers.js | WebGPU Benchmark</title> |
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<script type="module" crossorigin src="/assets/index-BXZpYR6k.js"></script> |
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<link rel="stylesheet" crossorigin href="/assets/index-CfdOY117.css"> |
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<h1> |
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<a href="http://github.com/xenova/transformers.js" target="_blank">🤗 Transformers.js</a> WebGPU Benchmark |
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<p> |
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This benchmark measures the execution time of <a |
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href="https://huggingface.co/Xenova/all-MiniLM-L6-v2" target="_blank">Xenova/all-MiniLM-L6-v2</a> (bert-based embedding model) |
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using the WASM and WebGPU execution providers across different batch sizes. |
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<div id="chart-container"> |
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<canvas id="chart"></canvas> |
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<div style="margin-top: 10px;"> |
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<button id="start" disabled>Start Benchmark</button> |
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<button id="stop" disabled>Stop Benchmark</button> |
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<label id="status"></label> |
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<details open style="position: fixed; background-color: white; right: 0; top: 0; padding: 16px;"> |
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<summary style="text-align: right;">Options</summary> |
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<label>Batch sizes</label> |
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<input id="batch-sizes" value="1, 2, 4, 8, 16, 32" /> |
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</div> |
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<div> |
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<label>Sequence length</label> |
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<input id="sequence-length" type="number" min="1" max="512" value="512" /> |
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<input id="x-scale" type="checkbox" /> |
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<label>Log scale (x)</label> |
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<input id="y-scale" type="checkbox" /> |
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<label>Log scale (y)</label> |
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</div> |
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</details> |
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