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<h1 id="tinybox">tinybox<a class="headerlink" href="#tinybox" title="Permanent link">¤</a></h1>
<p>Although these docs live in tinygrad, they pertain to deep learning hardware sold by the tiny corp. tinyboxes are used heavily in tinygrad's CI, and are the best tested platform to use tinygrad with. They appeared running tinygrad on <a href="https://public.tableau.com/views/MLCommons-Training_16993769118290/MLCommons-Training">MLPerf Training 4.0</a></p>
<p>If you don't have a tinybox and you want one, see <a href="https://tinygrad.org">tinygrad.org</a>. If you don't want one, that's okay too.</p>
<h2 id="welcome">Welcome<a class="headerlink" href="#welcome" title="Permanent link">¤</a></h2>
<p>Welcome to your tinybox! The tinybox is the universal system purpose-built for all AI infrastructure and workloads, from training to inference. The red box includes six 7900XTX GPUs, the green box includes six 4090 GPUs, and the green v2 box includes four 5090 GPUs. Whether you bought a red one or a green one, we want you to love it.</p>
<p>We don't have a stupid cloud service, you don't have to create a tiny account to set it up, and we aren't tracking how you use the box. We're just happy you bought one. This petaflop is your petaflop.</p>
<h2 id="plugging-it-in">Plugging it in<a class="headerlink" href="#plugging-it-in" title="Permanent link">¤</a></h2>
<p>tinybox has two 1600W PSUs, which together exceed the capacity of most 120V household circuits. Fortunately, it comes with two plugs. You'll want to plug each plug into a different circuit. You can verify that they are different circuits by flipping the breaker and seeing what turns off. If you have at least a 120V 30A or 220V 20A circuit, you are welcome to use only that one.</p>
<p>You'll also want to connect the Ethernet port without a rubber stopper to your home network.</p>
<p>While it's designed primarily for the home or office, the tinybox is 12U rack mountable using <a href="https://rackmountmart.store.turbify.net/26slidrailfo.html">these rails</a>.</p>
<h2 id="power-limiting-the-box">Power limiting the box<a class="headerlink" href="#power-limiting-the-box" title="Permanent link">¤</a></h2>
<p>While a tinybox should ideally be run without power limits, there are cases where you might want to run the box off of a single outlet.</p>
<p>In such cases, it is possible to power limit the box using the provided <code class="language-python highlight"><span class="n">power</span><span class="o">-</span><span class="n">limit</span></code> script, which will power limit all of the GPUs to a specified wattage.</p>
<p><code class="language-python highlight"><span class="n">sudo</span> <span class="n">power</span><span class="o">-</span><span class="n">limit</span> <span class="mi">150</span></code> should be good to run off of a single 120V 15A outlet.</p>
<h2 id="connecting-to-the-box">Connecting to the box<a class="headerlink" href="#connecting-to-the-box" title="Permanent link">¤</a></h2>
<p>tinybox ships with a relatively basic install of Ubuntu 22.04. To do initial setup, you can either plug in a VGA monitor and keyboard, or you can connect remotely to the machine using the BMC. The BMC IP and password are displayed on the screen.</p>
<p><code class="language-python highlight"><span class="n">ipmitool</span> <span class="o">-</span><span class="n">H</span> <span class="o">&lt;</span><span class="n">BMC</span> <span class="n">IP</span><span class="o">&gt;</span> <span class="o">-</span><span class="n">U</span> <span class="n">admin</span> <span class="o">-</span><span class="n">P</span> <span class="o">&lt;</span><span class="n">BMC</span> <span class="n">PW</span><span class="o">&gt;</span> <span class="o">-</span><span class="n">I</span> <span class="n">lanplus</span> <span class="n">sol</span> <span class="n">activate</span></code></p>
<p>The default username is <code class="language-python highlight"><span class="n">tiny</span></code> and the default password is <code class="language-python highlight"><span class="n">tiny</span></code>. Once you are logged in, you can add an SSH key to authorized keys to connect over SSH (on the normal IP). Exit <code class="language-python highlight"><span class="n">ipmitool</span></code> with <code class="language-python highlight"><span class="o">~.</span></code> after a newline.</p>
<p>The BMC also has a web interface you can use if you find that easier.</p>
<h2 id="changing-the-bmc-password">Changing the BMC password<a class="headerlink" href="#changing-the-bmc-password" title="Permanent link">¤</a></h2>
<p>It is recommended that you change the BMC password after setting up the box, as the password on the screen is only the initial password.</p>
<p>If you do decide to change the BMC password and no longer want the initial password to be displayed, remove the <code class="language-python highlight"><span class="o">/</span><span class="n">root</span><span class="o">/.</span><span class="n">bmc_password</span></code> file.
Reboot after making these changes or restart the <code class="language-python highlight"><span class="n">tinybox</span><span class="o">-</span><span class="n">display</span><span class="o">.</span><span class="n">service</span></code> service.</p>
<h2 id="what-do-i-use-it-for">What do I use it for?<a class="headerlink" href="#what-do-i-use-it-for" title="Permanent link">¤</a></h2>
<p>The <a href="https://github.com/tinygrad/tinyos">default tinybox image</a> ships with tinygrad and PyTorch. While we develop tinygrad, the box is universal hardware. Use whatever framework you desire, run notebooks, download demos, install more things, train, inference, live, laugh, love, you aren't paying per hour for this box so the only limit is your imagination.</p>
<h2 id="building-the-os-image">Building the OS image<a class="headerlink" href="#building-the-os-image" title="Permanent link">¤</a></h2>
<p>The OS image is built using <code class="language-python highlight"><span class="n">ubuntu</span><span class="o">-</span><span class="n">image</span></code> from <a href="https://github.com/tinygrad/tinyos">https://github.com/tinygrad/tinyos</a>.</p>
<p>After cloning, run <code class="language-python highlight"><span class="n">make</span> <span class="n">green</span></code> or <code class="language-python highlight"><span class="n">make</span> <span class="n">red</span></code> to build a tinybox green or tinybox red image respectively.</p>
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