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| <p>Device dùng ở đây nghĩa là thiết bị phần cứng với bộ nhớ và các bộ phận máy |
| tính. Tất cả <a href="./tensor">Tensor operations</a> được sắp xếp bởi các thiết bị |
| resident device khi chạy. Bộ nhớ của Tensor luôn luôn được quản lý bởi memory |
| manager của thiết bị đó. Bởi vậy việc tận dụng tối đa bộ nhớ và thực hiện được |
| tiến hành tại Device class.</p> |
| <h2><a class="anchor" aria-hidden="true" id="các-thiết-bị-cụ-thể"></a><a href="#các-thiết-bị-cụ-thể" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Các thiết bị cụ thể</h2> |
| <p>Hiện tại, SINGA được chạy trên ba Device,</p> |
| <ol> |
| <li>CudaGPU cho cạc Nvidia GPU card chạy code Cuda</li> |
| <li>CppCPU cho CPU chạy Cpp code</li> |
| <li>OpenclGPU cho cạc GPU chạy OpenCL code</li> |
| </ol> |
| <h2><a class="anchor" aria-hidden="true" id="ví-dụ-sử-dụng"></a><a href="#ví-dụ-sử-dụng" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Ví Dụ Sử Dụng</h2> |
| <p>Code dưới đây là ví dụ về việc tạo device:</p> |
| <pre><code class="hljs css language-python"><span class="hljs-keyword">from</span> singa <span class="hljs-keyword">import</span> device |
| cuda = device.create_cuda_gpu_on(<span class="hljs-number">0</span>) <span class="hljs-comment"># sử dụng cạc GPU với ID 0</span> |
| host = device.get_default_device() <span class="hljs-comment"># tạo host mặc định cho device (CppCPU)</span> |
| ary1 = device.create_cuda_gpus(<span class="hljs-number">2</span>) <span class="hljs-comment"># tạo 2 devices, bắt đầu từ ID 0</span> |
| ary2 = device.create_cuda_gpus([<span class="hljs-number">0</span>,<span class="hljs-number">2</span>]) <span class="hljs-comment"># tạo 2 devices với ID 0 và 2</span> |
| </code></pre> |
| </span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/4.0.0_Viet/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/4.0.0_Viet/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-thiết-bị-cụ-thể">Các thiết bị cụ thể</a></li><li><a href="#ví-dụ-sử-dụng">Ví Dụ Sử Dụng</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Examples</a><a href="/docs/download-singa">Development</a></div><div><h5>Community</h5><a href="/en/users.html">User Showcase</a><a href="/docs/history-singa">SINGA History</a><a href="/docs/team-list">SINGA Team</a><a href="/blog">SINGA News</a><a href="https://github.com/apache/singa">GitHub</a><div class="social"><a class="github-button" href="https://github.com/apache/singa" data-count-href="/apache/singa/stargazers" data-show-count="true" data-count-aria-label="# stargazers on GitHub" aria-label="Star this project on GitHub">apache/singa-doc</a></div><div class="social"><a href="https://twitter.com/ApacheSINGA" class="twitter-follow-button">Follow @ApacheSINGA</a></div></div><div><h5>Apache Software Foundation</h5><a href="https://apache.org/" target="_blank" rel="noreferrer noopener">Foundation</a><a href="http://www.apache.org/licenses/" target="_blank" rel="noreferrer noopener">License</a><a href="http://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer noopener">Sponsorship</a><a href="http://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer noopener">Thanks</a><a href="http://www.apache.org/events/current-event" target="_blank" rel="noreferrer noopener">Events</a><a href="http://www.apache.org/security/" target="_blank" rel="noreferrer noopener">Security</a></div></section><div style="width:100%;text-align:center"><a href="https://apache.org/" target="_blank" rel="noreferrer noopener" class="ApacheOpenSource"><img src="/img/asf_logo_wide.svg" alt="Apache Open Source"/></a><section class="copyright" style="max-width:60%;margin:0 auto">Copyright © 2023 |
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