save_dir |
Optional[str]
|
A directory into which to save images rather than displaying them. The file names will be formatted
as <em><mode></em><epoch>_<batch_idx>.html</p>
</div>
</td>
<td>
<code>None</code>
</td>
</tr>
<tr>
<td><code>title</code></td>
<td>
<code>str</code>
</td>
<td>
<div class="doc-md-description">
<p>The title prefix to use if save_dir is specified.</p>
</div>
</td>
<td>
<code>'grid'</code>
</td>
</tr>
<tr>
<td><code>mode</code></td>
<td>
<code><span title="typing.Union">Union</span>[None, str, <span title="typing.Iterable">Iterable</span>[str]]</code>
</td>
<td>
<div class="doc-md-description">
<p>What mode(s) to execute this Trace in. For example, "train", "eval", "test", or "infer". To execute
regardless of mode, pass None. To execute in all modes except for a particular one, you can pass an argument
like "!infer" or "!train".</p>
</div>
</td>
<td>
<code>None</code>
</td>
</tr>
<tr>
<td><code>ds_id</code></td>
<td>
<code><span title="typing.Union">Union</span>[None, str, <span title="typing.Iterable">Iterable</span>[str]]</code>
</td>
<td>
<div class="doc-md-description">
<p>What dataset id(s) to execute this Trace in. To execute regardless of ds_id, pass None. To execute in all
ds_ids except for a particular one, you can pass an argument like "!ds1".</p>
</div>
</td>
<td>
<code>None</code>
</td>
</tr>
</tbody>
</table>
<details class="quote">
<summary>Source code in <code>fastestimator/fastestimator/trace/io/grid_display.py</code></summary>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-26">26</a></span>
<span class="normal"><a href="#__codelineno-0-27">27</a></span>
<span class="normal"><a href="#__codelineno-0-28">28</a></span>
<span class="normal"><a href="#__codelineno-0-29">29</a></span>
<span class="normal"><a href="#__codelineno-0-30">30</a></span>
<span class="normal"><a href="#__codelineno-0-31">31</a></span>
<span class="normal"><a href="#__codelineno-0-32">32</a></span>
<span class="normal"><a href="#__codelineno-0-33">33</a></span>
<span class="normal"><a href="#__codelineno-0-34">34</a></span>
<span class="normal"><a href="#__codelineno-0-35">35</a></span>
<span class="normal"><a href="#__codelineno-0-36">36</a></span>
<span class="normal"><a href="#__codelineno-0-37">37</a></span>
<span class="normal"><a href="#__codelineno-0-38">38</a></span>
<span class="normal"><a href="#__codelineno-0-39">39</a></span>
<span class="normal"><a href="#__codelineno-0-40">40</a></span>
<span class="normal"><a href="#__codelineno-0-41">41</a></span>
<span class="normal"><a href="#__codelineno-0-42">42</a></span>
<span class="normal"><a href="#__codelineno-0-43">43</a></span>
<span class="normal"><a href="#__codelineno-0-44">44</a></span>
<span class="normal"><a href="#__codelineno-0-45">45</a></span>
<span class="normal"><a href="#__codelineno-0-46">46</a></span>
<span class="normal"><a href="#__codelineno-0-47">47</a></span>
<span class="normal"><a href="#__codelineno-0-48">48</a></span>
<span class="normal"><a href="#__codelineno-0-49">49</a></span>
<span class="normal"><a href="#__codelineno-0-50">50</a></span>
<span class="normal"><a href="#__codelineno-0-51">51</a></span>
<span class="normal"><a href="#__codelineno-0-52">52</a></span>
<span class="normal"><a href="#__codelineno-0-53">53</a></span>
<span class="normal"><a href="#__codelineno-0-54">54</a></span>
<span class="normal"><a href="#__codelineno-0-55">55</a></span>
<span class="normal"><a href="#__codelineno-0-56">56</a></span>
<span class="normal"><a href="#__codelineno-0-57">57</a></span>
<span class="normal"><a href="#__codelineno-0-58">58</a></span>
<span class="normal"><a href="#__codelineno-0-59">59</a></span>
<span class="normal"><a href="#__codelineno-0-60">60</a></span>
<span class="normal"><a href="#__codelineno-0-61">61</a></span>
<span class="normal"><a href="#__codelineno-0-62">62</a></span>
<span class="normal"><a href="#__codelineno-0-63">63</a></span>
<span class="normal"><a href="#__codelineno-0-64">64</a></span>
<span class="normal"><a href="#__codelineno-0-65">65</a></span>
<span class="normal"><a href="#__codelineno-0-66">66</a></span>
<span class="normal"><a href="#__codelineno-0-67">67</a></span>
<span class="normal"><a href="#__codelineno-0-68">68</a></span>
<span class="normal"><a href="#__codelineno-0-69">69</a></span>
<span class="normal"><a href="#__codelineno-0-70">70</a></span>
<span class="normal"><a href="#__codelineno-0-71">71</a></span>
<span class="normal"><a href="#__codelineno-0-72">72</a></span>
<span class="normal"><a href="#__codelineno-0-73">73</a></span>
<span class="normal"><a href="#__codelineno-0-74">74</a></span>
<span class="normal"><a href="#__codelineno-0-75">75</a></span>
<span class="normal"><a href="#__codelineno-0-76">76</a></span>
<span class="normal"><a href="#__codelineno-0-77">77</a></span>
<span class="normal"><a href="#__codelineno-0-78">78</a></span>
<span class="normal"><a href="#__codelineno-0-79">79</a></span>
<span class="normal"><a href="#__codelineno-0-80">80</a></span>
<span class="normal"><a href="#__codelineno-0-81">81</a></span>
<span class="normal"><a href="#__codelineno-0-82">82</a></span>
<span class="normal"><a href="#__codelineno-0-83">83</a></span>
<span class="normal"><a href="#__codelineno-0-84">84</a></span>
<span class="normal"><a href="#__codelineno-0-85">85</a></span>
<span class="normal"><a href="#__codelineno-0-86">86</a></span>
<span class="normal"><a href="#__codelineno-0-87">87</a></span>
<span class="normal"><a href="#__codelineno-0-88">88</a></span>
<span class="normal"><a href="#__codelineno-0-89">89</a></span>
<span class="normal"><a href="#__codelineno-0-90">90</a></span>
<span class="normal"><a href="#__codelineno-0-91">91</a></span>
<span class="normal"><a href="#__codelineno-0-92">92</a></span>
<span class="normal"><a href="#__codelineno-0-93">93</a></span>
<span class="normal"><a href="#__codelineno-0-94">94</a></span>
<span class="normal"><a href="#__codelineno-0-95">95</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-26"><a id="__codelineno-0-26" name="__codelineno-0-26"></a><span class="nd">@traceable</span><span class="p">()</span>
</span><span id="__span-0-27"><a id="__codelineno-0-27" name="__codelineno-0-27"></a><span class="k">class</span> <span class="nc">GridDisplay</span><span class="p">(</span><span class="n">Trace</span><span class="p">):</span>
</span><span id="__span-0-28"><a id="__codelineno-0-28" name="__codelineno-0-28"></a><span class="w"> </span><span class="sd">"""A Trace to display of grid of images.</span>
</span><span id="__span-0-29"><a id="__codelineno-0-29" name="__codelineno-0-29"></a>
</span><span id="__span-0-30"><a id="__codelineno-0-30" name="__codelineno-0-30"></a><span class="sd"> Args:</span>
</span><span id="__span-0-31"><a id="__codelineno-0-31" name="__codelineno-0-31"></a><span class="sd"> columns: A list of BatchDisplay traces to be combined into a grid. Their batch_limit, frequency, save_dir,</span>
</span><span id="__span-0-32"><a id="__codelineno-0-32" name="__codelineno-0-32"></a><span class="sd"> mode, and ds_id arguments will be ignored in favor of the ones provided to the GridDisplay.</span>
</span><span id="__span-0-33"><a id="__codelineno-0-33" name="__codelineno-0-33"></a><span class="sd"> batch_limit: A limit on the number of batch elements to display.</span>
</span><span id="__span-0-34"><a id="__codelineno-0-34" name="__codelineno-0-34"></a><span class="sd"> frequency: 'batch', 'epoch', integer, or strings like '10s', '15e'. When using 'batch', writes the losses and</span>
</span><span id="__span-0-35"><a id="__codelineno-0-35" name="__codelineno-0-35"></a><span class="sd"> metrics to TensorBoard after each batch. The same applies for 'epoch'. If using an integer, let's say 1000,</span>
</span><span id="__span-0-36"><a id="__codelineno-0-36" name="__codelineno-0-36"></a><span class="sd"> the callback will write the metrics and losses to TensorBoard every 1000 samples. You can also use strings</span>
</span><span id="__span-0-37"><a id="__codelineno-0-37" name="__codelineno-0-37"></a><span class="sd"> like '8s' to indicate every 8 steps or '5e' to indicate every 5 epochs. You can use None to default to</span>
</span><span id="__span-0-38"><a id="__codelineno-0-38" name="__codelineno-0-38"></a><span class="sd"> matching the log printing frequency.</span>
</span><span id="__span-0-39"><a id="__codelineno-0-39" name="__codelineno-0-39"></a><span class="sd"> save_dir: A directory into which to save images rather than displaying them. The file names will be formatted</span>
</span><span id="__span-0-40"><a id="__codelineno-0-40" name="__codelineno-0-40"></a><span class="sd"> as <title>_<mode>_<epoch>_<batch_idx>.html</span>
</span><span id="__span-0-41"><a id="__codelineno-0-41" name="__codelineno-0-41"></a><span class="sd"> title: The title prefix to use if save_dir is specified.</span>
</span><span id="__span-0-42"><a id="__codelineno-0-42" name="__codelineno-0-42"></a><span class="sd"> mode: What mode(s) to execute this Trace in. For example, "train", "eval", "test", or "infer". To execute</span>
</span><span id="__span-0-43"><a id="__codelineno-0-43" name="__codelineno-0-43"></a><span class="sd"> regardless of mode, pass None. To execute in all modes except for a particular one, you can pass an argument</span>
</span><span id="__span-0-44"><a id="__codelineno-0-44" name="__codelineno-0-44"></a><span class="sd"> like "!infer" or "!train".</span>
</span><span id="__span-0-45"><a id="__codelineno-0-45" name="__codelineno-0-45"></a><span class="sd"> ds_id: What dataset id(s) to execute this Trace in. To execute regardless of ds_id, pass None. To execute in all</span>
</span><span id="__span-0-46"><a id="__codelineno-0-46" name="__codelineno-0-46"></a><span class="sd"> ds_ids except for a particular one, you can pass an argument like "!ds1".</span>
</span><span id="__span-0-47"><a id="__codelineno-0-47" name="__codelineno-0-47"></a><span class="sd"> """</span>
</span><span id="__span-0-48"><a id="__codelineno-0-48" name="__codelineno-0-48"></a> <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span>
</span><span id="__span-0-49"><a id="__codelineno-0-49" name="__codelineno-0-49"></a> <span class="n">columns</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">BatchDisplay</span><span class="p">],</span>
</span><span id="__span-0-50"><a id="__codelineno-0-50" name="__codelineno-0-50"></a> <span class="n">batch_limit</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="__span-0-51"><a id="__codelineno-0-51" name="__codelineno-0-51"></a> <span class="n">frequency</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="kc">None</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="__span-0-52"><a id="__codelineno-0-52" name="__codelineno-0-52"></a> <span class="n">save_dir</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="__span-0-53"><a id="__codelineno-0-53" name="__codelineno-0-53"></a> <span class="n">title</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"grid"</span><span class="p">,</span>
</span><span id="__span-0-54"><a id="__codelineno-0-54" name="__codelineno-0-54"></a> <span class="n">mode</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="kc">None</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="__span-0-55"><a id="__codelineno-0-55" name="__codelineno-0-55"></a> <span class="n">ds_id</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="kc">None</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">):</span>
</span><span id="__span-0-56"><a id="__codelineno-0-56" name="__codelineno-0-56"></a> <span class="n">inputs</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
</span><span id="__span-0-57"><a id="__codelineno-0-57" name="__codelineno-0-57"></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns</span><span class="p">:</span>
</span><span id="__span-0-58"><a id="__codelineno-0-58" name="__codelineno-0-58"></a> <span class="n">inputs</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">column</span><span class="o">.</span><span class="n">inputs</span><span class="p">)</span>
</span><span id="__span-0-59"><a id="__codelineno-0-59" name="__codelineno-0-59"></a> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">inputs</span><span class="o">=</span><span class="n">inputs</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="n">mode</span><span class="p">,</span> <span class="n">ds_id</span><span class="o">=</span><span class="n">ds_id</span><span class="p">)</span>
</span><span id="__span-0-60"><a id="__codelineno-0-60" name="__codelineno-0-60"></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="o">=</span> <span class="n">columns</span>
</span><span id="__span-0-61"><a id="__codelineno-0-61" name="__codelineno-0-61"></a> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span> <span class="o">=</span> <span class="kc">None</span> <span class="k">if</span> <span class="n">frequency</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">parse_freq</span><span class="p">(</span><span class="n">frequency</span><span class="p">)</span>
</span><span id="__span-0-62"><a id="__codelineno-0-62" name="__codelineno-0-62"></a> <span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span> <span class="o">=</span> <span class="n">save_dir</span>
</span><span id="__span-0-63"><a id="__codelineno-0-63" name="__codelineno-0-63"></a> <span class="bp">self</span><span class="o">.</span><span class="n">title</span> <span class="o">=</span> <span class="n">title</span>
</span><span id="__span-0-64"><a id="__codelineno-0-64" name="__codelineno-0-64"></a> <span class="bp">self</span><span class="o">.</span><span class="n">batch_limit</span> <span class="o">=</span> <span class="n">batch_limit</span>
</span><span id="__span-0-65"><a id="__codelineno-0-65" name="__codelineno-0-65"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-66"><a id="__codelineno-0-66" name="__codelineno-0-66"></a> <span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">normpath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">abspath</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span><span class="p">))</span>
</span><span id="__span-0-67"><a id="__codelineno-0-67" name="__codelineno-0-67"></a> <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</span><span id="__span-0-68"><a id="__codelineno-0-68" name="__codelineno-0-68"></a>
</span><span id="__span-0-69"><a id="__codelineno-0-69" name="__codelineno-0-69"></a> <span class="k">def</span> <span class="nf">on_begin</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">:</span> <span class="n">Data</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-70"><a id="__codelineno-0-70" name="__codelineno-0-70"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-71"><a id="__codelineno-0-71" name="__codelineno-0-71"></a> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span> <span class="o">=</span> <span class="n">parse_freq</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">log_steps</span><span class="p">)</span>
</span><span id="__span-0-72"><a id="__codelineno-0-72" name="__codelineno-0-72"></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="p">:</span>
</span><span id="__span-0-73"><a id="__codelineno-0-73" name="__codelineno-0-73"></a> <span class="n">column</span><span class="o">.</span><span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span>
</span><span id="__span-0-74"><a id="__codelineno-0-74" name="__codelineno-0-74"></a>
</span><span id="__span-0-75"><a id="__codelineno-0-75" name="__codelineno-0-75"></a> <span class="k">def</span> <span class="nf">on_batch_end</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">:</span> <span class="n">Data</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-76"><a id="__codelineno-0-76" name="__codelineno-0-76"></a> <span class="c1"># Use the global step to match system logging behavior during train, but fall back to batch_idx for eval/test</span>
</span><span id="__span-0-77"><a id="__codelineno-0-77" name="__codelineno-0-77"></a> <span class="n">current_step</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">global_step</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">mode</span> <span class="o">==</span> <span class="s1">'train'</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">batch_idx</span>
</span><span id="__span-0-78"><a id="__codelineno-0-78" name="__codelineno-0-78"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">freq</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">is_step</span> <span class="ow">and</span> <span class="n">current_step</span> <span class="o">%</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">freq</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
</span><span id="__span-0-79"><a id="__codelineno-0-79" name="__codelineno-0-79"></a> <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">col</span><span class="o">.</span><span class="n">make_image</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">batch_limit</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">batch_limit</span><span class="p">)</span> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="p">]</span>
</span><span id="__span-0-80"><a id="__codelineno-0-80" name="__codelineno-0-80"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">GridDisplayF</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span>
</span><span id="__span-0-81"><a id="__codelineno-0-81" name="__codelineno-0-81"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-82"><a id="__codelineno-0-82" name="__codelineno-0-82"></a> <span class="n">display</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</span><span id="__span-0-83"><a id="__codelineno-0-83" name="__codelineno-0-83"></a> <span class="k">else</span><span class="p">:</span>
</span><span id="__span-0-84"><a id="__codelineno-0-84" name="__codelineno-0-84"></a> <span class="n">filename</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">title</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">mode</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">epoch_idx</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">batch_idx</span><span class="si">}</span><span class="s1">.html'</span>
</span><span id="__span-0-85"><a id="__codelineno-0-85" name="__codelineno-0-85"></a> <span class="n">display</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="n">save_path</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span><span class="p">,</span> <span class="n">filename</span><span class="p">))</span>
</span><span id="__span-0-86"><a id="__codelineno-0-86" name="__codelineno-0-86"></a>
</span><span id="__span-0-87"><a id="__codelineno-0-87" name="__codelineno-0-87"></a> <span class="k">def</span> <span class="nf">on_epoch_end</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">:</span> <span class="n">Data</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-88"><a id="__codelineno-0-88" name="__codelineno-0-88"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">freq</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">is_step</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">epoch_idx</span> <span class="o">%</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span><span class="o">.</span><span class="n">freq</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
</span><span id="__span-0-89"><a id="__codelineno-0-89" name="__codelineno-0-89"></a> <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">col</span><span class="o">.</span><span class="n">make_image</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">batch_limit</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">batch_limit</span><span class="p">)</span> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="p">]</span>
</span><span id="__span-0-90"><a id="__codelineno-0-90" name="__codelineno-0-90"></a> <span class="n">display</span> <span class="o">=</span> <span class="n">GridDisplayF</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span>
</span><span id="__span-0-91"><a id="__codelineno-0-91" name="__codelineno-0-91"></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="__span-0-92"><a id="__codelineno-0-92" name="__codelineno-0-92"></a> <span class="n">display</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</span><span id="__span-0-93"><a id="__codelineno-0-93" name="__codelineno-0-93"></a> <span class="k">else</span><span class="p">:</span>
</span><span id="__span-0-94"><a id="__codelineno-0-94" name="__codelineno-0-94"></a> <span class="n">filename</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">title</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">mode</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">epoch_idx</span><span class="si">}</span><span class="s1">_</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">batch_idx</span><span class="si">}</span><span class="s1">.html'</span>
</span><span id="__span-0-95"><a id="__codelineno-0-95" name="__codelineno-0-95"></a> <span class="n">display</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="n">save_path</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">save_dir</span><span class="p">,</span> <span class="n">filename</span><span class="p">))</span>
</span></code></pre></div></td></tr></table></div>
</details>
<div class="doc doc-children">
</div>
</div>
</div>
</div>
</div>
</div>
</article>
</div>
<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
</div>
<button type="button" class="md-top md-icon" data-md-component="top" hidden>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12Z"/></svg>
Back to top
</button>
</main>
<footer class="md-footer">
<nav class="md-footer__inner md-grid" aria-label="Footer" >
<a href="csv_logger.html" class="md-footer__link md-footer__link--prev" aria-label="Previous: csv_logger">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
</div>
<div class="md-footer__title">
<span class="md-footer__direction">
Previous
</span>
<div class="md-ellipsis">
csv_logger
</div>
</div>
</a>
<a href="image_saver.html" class="md-footer__link md-footer__link--next" aria-label="Next: image_saver">
<div class="md-footer__title">
<span class="md-footer__direction">
Next
</span>
<div class="md-ellipsis">
image_saver
</div>
</div>
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4Z"/></svg>
</div>
</a>
</nav>
<div class="md-footer-meta md-typeset">
<div class="md-footer-meta__inner md-grid">
<div class="md-copyright">
</div>
<div class="md-social">
<a href="https://github.com/fastestimator/fastestimator" target="_blank" rel="noopener" title="github.com" class="md-social__link">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg>
</a>
<a href="https://hub.docker.com/r/fastestimator/fastestimator" target="_blank" rel="noopener" title="hub.docker.com" class="md-social__link">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 640 512"><!--! Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M349.9 236.3h-66.1v-59.4h66.1v59.4zm0-204.3h-66.1v60.7h66.1V32zm78.2 144.8H362v59.4h66.1v-59.4zm-156.3-72.1h-66.1v60.1h66.1v-60.1zm78.1 0h-66.1v60.1h66.1v-60.1zm276.8 100c-14.4-9.7-47.6-13.2-73.1-8.4-3.3-24-16.7-44.9-41.1-63.7l-14-9.3-9.3 14c-18.4 27.8-23.4 73.6-3.7 103.8-8.7 4.7-25.8 11.1-48.4 10.7H2.4c-8.7 50.8 5.8 116.8 44 162.1 37.1 43.9 92.7 66.2 165.4 66.2 157.4 0 273.9-72.5 328.4-204.2 21.4.4 67.6.1 91.3-45.2 1.5-2.5 6.6-13.2 8.5-17.1l-13.3-8.9zm-511.1-27.9h-66v59.4h66.1v-59.4zm78.1 0h-66.1v59.4h66.1v-59.4zm78.1 0h-66.1v59.4h66.1v-59.4zm-78.1-72.1h-66.1v60.1h66.1v-60.1z"/></svg>
</a>
</div>
</div>
</div>
</footer>
</div>
<div class="md-dialog" data-md-component="dialog">
<div class="md-dialog__inner md-typeset"></div>
</div>
<script id="__config" type="application/json">{"base": "../../..", "features": ["content.code.copy", "content.action.view", "navigation.top", "navigation.tabs", "navigation.footer", "navigation.indexespip", "toc.follow"], "search": "../../../assets/javascripts/workers/search.f886a092.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
<script src="../../../assets/javascripts/bundle.d7c377c4.min.js"></script>
<script src="../../../javascripts/extra.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/katex.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/contrib/auto-render.min.js"></script>
<script src="../../../javascripts/version-mike.js"></script>
</body>
</html> |