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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Transformers.js | WebGPU Benchmark</title>
<script type="module" crossorigin src="/assets/index-BXZpYR6k.js"></script>
<link rel="stylesheet" crossorigin href="/assets/index-CfdOY117.css">
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<h1>
<a href="http://github.com/xenova/transformers.js" target="_blank">🤗 Transformers.js</a> WebGPU Benchmark
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<p>
This benchmark measures the execution time of <a
href="https://huggingface.co/Xenova/all-MiniLM-L6-v2" target="_blank">Xenova/all-MiniLM-L6-v2</a> (bert-based embedding model)
using the WASM and WebGPU execution providers across different batch sizes.
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<div id="chart-container">
<canvas id="chart"></canvas>
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<div style="margin-top: 10px;">
<button id="start" disabled>Start Benchmark</button>
<button id="stop" disabled>Stop Benchmark</button>
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<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>
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</details>
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