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| <div class="section" id="module-systemds.onnx_systemds.render"> |
| <span id="render"></span><h1>Render<a class="headerlink" href="#module-systemds.onnx_systemds.render" title="Permalink to this headline">¶</a></h1> |
| <dl class="py function"> |
| <dt id="systemds.onnx_systemds.render.gen_graph_functions"> |
| <code class="sig-prename descclassname">systemds.onnx_systemds.render.</code><code class="sig-name descname">gen_graph_functions</code><span class="sig-paren">(</span><em class="sig-param">env: jinja2.environment.Environment, main_graph: onnx.onnx_ONNX_REL_1_7_ml_pb2.GraphProto) -> ([<class 'str'>], <class 'str'>, [<class 'str'>]</em><span class="sig-paren">)</span><a class="headerlink" href="#systemds.onnx_systemds.render.gen_graph_functions" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Traverses the node tree of the onnx-graph structure and generates a script string for each node, |
| as well as a string for the required imports together with all functions of sub-graphs. |
| The resulting lists are correctly ordered for inserting them in the dml script.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>env</strong> – Jinja environment to load the template files</p></li> |
| <li><p><strong>main_graph</strong> – the onnx graph for which the script shall be generated</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>Tuple (imports, main function, sub-graph functions)</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py function"> |
| <dt id="systemds.onnx_systemds.render.gen_model_header"> |
| <code class="sig-prename descclassname">systemds.onnx_systemds.render.</code><code class="sig-name descname">gen_model_header</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">env</span><span class="p">:</span> <span class="n">jinja2.environment.Environment</span></em>, <em class="sig-param"><span class="n">model</span><span class="p">:</span> <span class="n">onnx.onnx_ONNX_REL_1_7_ml_pb2.ModelProto</span></em><span class="sig-paren">)</span> → str<a class="headerlink" href="#systemds.onnx_systemds.render.gen_model_header" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Generates the header of the script for the given <cite>model</cite></p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>env</strong> – Jinja environment to load the template files</p></li> |
| <li><p><strong>model</strong> – the onnx model for which the header shall be generated</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the generated header</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py function"> |
| <dt id="systemds.onnx_systemds.render.gen_node_script"> |
| <code class="sig-prename descclassname">systemds.onnx_systemds.render.</code><code class="sig-name descname">gen_node_script</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">env</span><span class="p">:</span> <span class="n">jinja2.environment.Environment</span></em>, <em class="sig-param"><span class="n">graph</span><span class="p">:</span> <span class="n">onnx.onnx_ONNX_REL_1_7_ml_pb2.GraphProto</span></em>, <em class="sig-param"><span class="n">node</span><span class="p">:</span> <span class="n">onnx.onnx_ONNX_REL_1_7_ml_pb2.NodeProto</span></em><span class="sig-paren">)</span> → systemds.onnx_systemds.operator_gen.GeneratedScriptPart<a class="headerlink" href="#systemds.onnx_systemds.render.gen_node_script" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Generates a dml script snippet, the required imports and sub-graphs for the given <cite>node</cite></p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>env</strong> – Jinja environment to load the template files</p></li> |
| <li><p><strong>graph</strong> – the onnx graph for which the script shall be generated</p></li> |
| <li><p><strong>node</strong> – the node for which the dml snippet shall be generated</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>The generated script-part</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py function"> |
| <dt id="systemds.onnx_systemds.render.gen_script"> |
| <code class="sig-prename descclassname">systemds.onnx_systemds.render.</code><code class="sig-name descname">gen_script</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">model</span><span class="p">:</span> <span class="n">onnx.onnx_ONNX_REL_1_7_ml_pb2.ModelProto</span></em>, <em class="sig-param"><span class="n">output_file</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span> → str<a class="headerlink" href="#systemds.onnx_systemds.render.gen_script" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Generate the dml script for the given <cite>model</cite> and return it. |
| If an <cite>output_file</cite> is given, the script is also written to a file.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model</strong> – the model for which the dml script shall be generated</p></li> |
| <li><p><strong>output_file</strong> – (optional) the file to which the script shall be written</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the generated dml-script</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py function"> |
| <dt id="systemds.onnx_systemds.render.render_function"> |
| <code class="sig-prename descclassname">systemds.onnx_systemds.render.</code><code class="sig-name descname">render_function</code><span class="sig-paren">(</span><em class="sig-param">env: jinja2.environment.Environment, graph: onnx.onnx_ONNX_REL_1_7_ml_pb2.GraphProto, generated_node_scripts: [<class 'str'>]</em><span class="sig-paren">)</span> → str<a class="headerlink" href="#systemds.onnx_systemds.render.render_function" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Generates the dml function for the given <cite>graph</cite> and inserts the ‘generated_node_scripts’ in |
| the function-body.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>env</strong> – Jinja environment to load the template files</p></li> |
| <li><p><strong>graph</strong> – the graph for which the function shall be generated</p></li> |
| <li><p><strong>generated_node_scripts</strong> – the node scripts in correct order for the function-body</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the generated function</p> |
| </dd> |
| </dl> |
| </dd></dl> |
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