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Expand Down Expand Up @@ -516,9 +517,11 @@ <h1>Source code for cyto_dl.eval</h1><div class="highlight"><pre>
<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Logging hyperparameters!&quot;</span><span class="p">)</span>
<span class="n">utils</span><span class="o">.</span><span class="n">log_hyperparameters</span><span class="p">(</span><span class="n">object_dict</span><span class="p">)</span>

<span class="n">model</span><span class="p">,</span> <span class="n">load_params</span> <span class="o">=</span> <span class="n">utils</span><span class="o">.</span><span class="n">load_checkpoint</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">cfg</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;checkpoint&quot;</span><span class="p">))</span>

<span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Starting testing!&quot;</span><span class="p">)</span>
<span class="n">method</span> <span class="o">=</span> <span class="n">trainer</span><span class="o">.</span><span class="n">test</span> <span class="k">if</span> <span class="n">cfg</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;test&quot;</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span> <span class="k">else</span> <span class="n">trainer</span><span class="o">.</span><span class="n">predict</span>
<span class="n">output</span> <span class="o">=</span> <span class="n">method</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="n">model</span><span class="p">,</span> <span class="n">dataloaders</span><span class="o">=</span><span class="n">data</span><span class="p">,</span> <span class="n">ckpt_path</span><span class="o">=</span><span class="n">cfg</span><span class="o">.</span><span class="n">checkpoint</span><span class="o">.</span><span class="n">ckpt_path</span><span class="p">)</span>
<span class="n">output</span> <span class="o">=</span> <span class="n">method</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="n">model</span><span class="p">,</span> <span class="n">dataloaders</span><span class="o">=</span><span class="n">data</span><span class="p">,</span> <span class="n">ckpt_path</span><span class="o">=</span><span class="n">load_params</span><span class="o">.</span><span class="n">ckpt_path</span><span class="p">)</span>
<span class="n">metric_dict</span> <span class="o">=</span> <span class="n">trainer</span><span class="o">.</span><span class="n">callback_metrics</span>

<span class="k">return</span> <span class="n">metric_dict</span><span class="p">,</span> <span class="n">object_dict</span><span class="p">,</span> <span class="n">output</span>
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