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<div class="section" id="torch-onnx-diagnostics">
<h1>torch.onnx diagnostics<a class="headerlink" href="#torch-onnx-diagnostics" title="Permalink to this heading">¶</a></h1>
<div class="contents local topic" id="contents">
<ul class="simple">
<li><p><a class="reference internal" href="#overview" id="id1">Overview</a></p></li>
<li><p><a class="reference internal" href="#diagnostic-rules" id="id2">Diagnostic Rules</a></p></li>
<li><p><a class="reference internal" href="#api-reference" id="id3">API Reference</a></p></li>
</ul>
</div>
<span class="target" id="module-torch.onnx._internal.diagnostics"></span><div class="section" id="overview">
<h2><a class="toc-backref" href="#id1">Overview</a><a class="headerlink" href="#overview" title="Permalink to this heading">¶</a></h2>
<p>NOTE: This feature is underdevelopment and is subject to change.</p>
<p>The goal is to improve the diagnostics to help users debug and improve their model export to ONNX.</p>
<ul class="simple">
<li><p>The diagnostics are emitted in machine parsable <a class="reference external" href="https://docs.oasis-open.org/sarif/sarif/v2.1.0/sarif-v2.1.0.html">Static Analysis Results Interchange Format (SARIF)</a>.</p></li>
<li><p>A new clearer, structured way to add new and keep track of diagnostic rules.</p></li>
<li><p>Serve as foundation for more future improvements consuming the diagnostics.</p></li>
</ul>
</div>
<div class="section" id="diagnostic-rules">
<h2><a class="toc-backref" href="#id2">Diagnostic Rules</a><a class="headerlink" href="#diagnostic-rules" title="Permalink to this heading">¶</a></h2>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/DIAGSYS0001%3Aarg-format-too-verbose.html">DIAGSYS0001:arg-format-too-verbose</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0001%3Afx-tracer-success.html">FXE0001:fx-tracer-success</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0002%3Afx-tracer-failure.html">FXE0002:fx-tracer-failure</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0003%3Afx-frontend-aotautograd.html">FXE0003:fx-frontend-aotautograd</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0004%3Afx-pass-convert-neg-to-sigmoid.html">FXE0004:fx-pass-convert-neg-to-sigmoid</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0005%3Afx-ir-add-node.html">FXE0005:fx-ir-add-node</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0006%3Aatenlib-symbolic-function.html">FXE0006:atenlib-symbolic-function</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0007%3Aatenlib-fx-to-onnx.html">FXE0007:atenlib-fx-to-onnx</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0008%3Afx-node-to-onnx.html">FXE0008:fx-node-to-onnx</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0009%3Afx-frontend-dynamo-make-fx.html">FXE0009:fx-frontend-dynamo-make-fx</a></li>
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<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0011%3Ano-symbolic-function-for-call-function.html">FXE0011:no-symbolic-function-for-call-function</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0012%3Aunsupported-fx-node-analysis.html">FXE0012:unsupported-fx-node-analysis</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0013%3Aop-level-debugging.html">FXE0013:op-level-debugging</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0014%3Afind-opschema-matched-symbolic-function.html">FXE0014:find-opschema-matched-symbolic-function</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0015%3Afx-node-insert-type-promotion.html">FXE0015:fx-node-insert-type-promotion</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/FXE0016%3Afind-operator-overloads-in-onnx-registry.html">FXE0016:find-operator-overloads-in-onnx-registry</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/POE0001%3Anode-missing-onnx-shape-inference.html">POE0001:node-missing-onnx-shape-inference</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/POE0002%3Amissing-custom-symbolic-function.html">POE0002:missing-custom-symbolic-function</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/POE0003%3Amissing-standard-symbolic-function.html">POE0003:missing-standard-symbolic-function</a></li>
<li class="toctree-l1"><a class="reference internal" href="generated/onnx_diagnostics_rules/POE0004%3Aoperator-supported-in-newer-opset-version.html">POE0004:operator-supported-in-newer-opset-version</a></li>
</ul>
</div>
</div>
<div class="section" id="api-reference">
<h2><a class="toc-backref" href="#id3">API Reference</a><a class="headerlink" href="#api-reference" title="Permalink to this heading">¶</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="torch.onnx._internal.diagnostics.TorchScriptOnnxExportDiagnostic">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">torch.onnx._internal.diagnostics.</span></span><span class="sig-name descname"><span class="pre">TorchScriptOnnxExportDiagnostic</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frames_to_skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cpp_stack</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/torch/onnx/_internal/diagnostics/_diagnostic.html#TorchScriptOnnxExportDiagnostic"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#torch.onnx._internal.diagnostics.TorchScriptOnnxExportDiagnostic" title="Permalink to this definition">¶</a></dt>
<dd><p>Base class for all export diagnostics.</p>
<p>This class is used to represent all export diagnostics. It is a subclass of
infra.Diagnostic, and adds additional methods to add more information to the
diagnostic.</p>
<dl class="field-list simple">
</dl>
<dl class="py method">
<dt class="sig sig-object py" id="torch.onnx._internal.diagnostics.TorchScriptOnnxExportDiagnostic.record_cpp_call_stack">
<span class="sig-name descname"><span class="pre">record_cpp_call_stack</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frames_to_skip</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/torch/onnx/_internal/diagnostics/_diagnostic.html#TorchScriptOnnxExportDiagnostic.record_cpp_call_stack"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#torch.onnx._internal.diagnostics.TorchScriptOnnxExportDiagnostic.record_cpp_call_stack" title="Permalink to this definition">¶</a></dt>
<dd><p>Records the current C++ call stack in the diagnostic.</p>
<dl class="field-list simple">
<dt class="field-odd">Return type</dt>
<dd class="field-odd"><p><em>Stack</em></p>
</dd>
</dl>
</dd></dl>
</dd></dl>
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