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    <title>Device Communication on ErrorVault — Developer Error Code Dictionary</title>
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    <description>Recent content in Device Communication on ErrorVault — Developer Error Code Dictionary</description>
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    <lastBuildDate>Thu, 30 Apr 2026 05:32:04 +0800</lastBuildDate>
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      <title>Fix clw-gpu-timeout: Resolving GPU Device Communication Timeouts in OpenClaw Clusters</title>
      <link>https://errorvault.dev/openclaw/openclaw-clw-gpu-timeout-gpu-device-communication/</link>
      <pubDate>Thu, 30 Apr 2026 05:32:04 +0800</pubDate>
      <guid>https://errorvault.dev/openclaw/openclaw-clw-gpu-timeout-gpu-device-communication/</guid>
      <description>&lt;h2 id=&#34;1-symptoms&#34;&gt;1. Symptoms&lt;/h2&gt;&#xA;&lt;p&gt;The &lt;code&gt;clw-gpu-timeout&lt;/code&gt; error manifests when OpenClaw fails to receive a response from a GPU device within the expected time window. This error typically surfaces during compute-intensive operations, workload scheduling, or device enumeration phases.&lt;/p&gt;&#xA;&lt;p&gt;&lt;strong&gt;Primary symptoms include:&lt;/strong&gt;&lt;/p&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;Error message &lt;code&gt;clw-gpu-timeout&lt;/code&gt; displayed in terminal output or application logs&lt;/li&gt;&#xA;&lt;li&gt;Jobs stuck in &lt;code&gt;PENDING&lt;/code&gt; or &lt;code&gt;SCHEDULED&lt;/code&gt; state indefinitely&lt;/li&gt;&#xA;&lt;li&gt;Partial cluster initialization where some GPUs are accessible but others are not&lt;/li&gt;&#xA;&lt;li&gt;Timeout errors occurring during CUDA kernel execution or memory transfers&lt;/li&gt;&#xA;&lt;li&gt;Inconsistent behavior where the same workload may succeed or fail depending on cluster load&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&lt;p&gt;&lt;strong&gt;Typical error output:&lt;/strong&gt;&lt;/p&gt;</description>
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