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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 8baf83b981752b66e40e2c199fb90f78
+config: daae71f65f9ce4fb84182ab9f88ce208
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_modules/index.html b/_modules/index.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Overview: module code &mdash; myria3d 3.6.1 documentation</title>
+  <title>Overview: module code &mdash; myria3d 3.7.0 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="../_static/sphinx_paramlinks.css" type="text/css" />
@@ -128,7 +128,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.comet_callbacks">myria3d.callbacks.comet_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.finetuning_callbacks">myria3d.callbacks.finetuning_callbacks</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.logging_callbacks">myria3d.callbacks.logging_callbacks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#myria3d-callbacks-logging-callbacks">myria3d.callbacks.logging_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../apidoc/myria3d.callbacks.html#module-myria3d.callbacks">Module contents</a></li>
 </ul>
 </li>
@@ -164,7 +164,6 @@
   <h1>All modules for which code is available</h1>
 <ul><li><a href="myria3d/callbacks/comet_callbacks.html">myria3d.callbacks.comet_callbacks</a></li>
 <li><a href="myria3d/callbacks/finetuning_callbacks.html">myria3d.callbacks.finetuning_callbacks</a></li>
-<li><a href="myria3d/callbacks/logging_callbacks.html">myria3d.callbacks.logging_callbacks</a></li>
 <li><a href="myria3d/models/interpolation.html">myria3d.models.interpolation</a></li>
 <li><a href="myria3d/models/model.html">myria3d.models.model</a></li>
 <li><a href="myria3d/models/modules/pyg_randla_net.html">myria3d.models.modules.pyg_randla_net</a></li>

diff --git a/_modules/myria3d/callbacks/comet_callbacks.html b/_modules/myria3d/callbacks/comet_callbacks.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>myria3d.callbacks.comet_callbacks &mdash; myria3d 3.6.1 documentation</title>
+  <title>myria3d.callbacks.comet_callbacks &mdash; myria3d 3.7.0 documentation</title>
       <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/sphinx_paramlinks.css" type="text/css" />
@@ -128,7 +128,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.comet_callbacks">myria3d.callbacks.comet_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.finetuning_callbacks">myria3d.callbacks.finetuning_callbacks</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.logging_callbacks">myria3d.callbacks.logging_callbacks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#myria3d-callbacks-logging-callbacks">myria3d.callbacks.logging_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks">Module contents</a></li>
 </ul>
 </li>
@@ -177,7 +177,7 @@ <h1>Source code for myria3d.callbacks.comet_callbacks</h1><div class="highlight"
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span>
 
 <span class="kn">from</span> <span class="nn">pytorch_lightning</span> <span class="kn">import</span> <span class="n">Callback</span><span class="p">,</span> <span class="n">Trainer</span>
-<span class="kn">from</span> <span class="nn">pytorch_lightning.loggers</span> <span class="kn">import</span> <span class="n">CometLogger</span><span class="p">,</span> <span class="n">LoggerCollection</span>
+<span class="kn">from</span> <span class="nn">pytorch_lightning.loggers</span> <span class="kn">import</span> <span class="n">CometLogger</span>
 <span class="kn">from</span> <span class="nn">pytorch_lightning.utilities</span> <span class="kn">import</span> <span class="n">rank_zero_only</span>
 
 <span class="kn">from</span> <span class="nn">myria3d.utils</span> <span class="kn">import</span> <span class="n">utils</span>
@@ -192,7 +192,7 @@ <h1>Source code for myria3d.callbacks.comet_callbacks</h1><div class="highlight"
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">trainer</span><span class="o">.</span><span class="n">logger</span><span class="p">,</span> <span class="n">CometLogger</span><span class="p">):</span>
         <span class="k">return</span> <span class="n">trainer</span><span class="o">.</span><span class="n">logger</span>
 
-    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">trainer</span><span class="o">.</span><span class="n">logger</span><span class="p">,</span> <span class="n">LoggerCollection</span><span class="p">):</span>
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">trainer</span><span class="o">.</span><span class="n">logger</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span>
         <span class="k">for</span> <span class="n">logger</span> <span class="ow">in</span> <span class="n">trainer</span><span class="o">.</span><span class="n">logger</span><span class="p">:</span>
             <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">logger</span><span class="p">,</span> <span class="n">CometLogger</span><span class="p">):</span>
                 <span class="k">return</span> <span class="n">logger</span>
@@ -229,8 +229,8 @@ <h1>Source code for myria3d.callbacks.comet_callbacks</h1><div class="highlight"
 <div class="viewcode-block" id="LogLogsPath"><a class="viewcode-back" href="../../../apidoc/myria3d.callbacks.html#myria3d.callbacks.comet_callbacks.LogLogsPath">[docs]</a><span class="k">class</span> <span class="nc">LogLogsPath</span><span class="p">(</span><span class="n">Callback</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Logs run working directory to comet.ml&quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="LogLogsPath.on_init_end"><a class="viewcode-back" href="../../../apidoc/myria3d.callbacks.html#myria3d.callbacks.comet_callbacks.LogLogsPath.on_init_end">[docs]</a>    <span class="nd">@rank_zero_only</span>
-    <span class="k">def</span> <span class="nf">on_init_end</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainer</span><span class="p">):</span>
+<div class="viewcode-block" id="LogLogsPath.setup"><a class="viewcode-back" href="../../../apidoc/myria3d.callbacks.html#myria3d.callbacks.comet_callbacks.LogLogsPath.setup">[docs]</a>    <span class="nd">@rank_zero_only</span>
+    <span class="k">def</span> <span class="nf">setup</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">trainer</span><span class="p">,</span> <span class="n">pl_module</span><span class="p">,</span> <span class="n">stage</span><span class="p">):</span>
         <span class="n">logger</span> <span class="o">=</span> <span class="n">get_comet_logger</span><span class="p">(</span><span class="n">trainer</span><span class="o">=</span><span class="n">trainer</span><span class="p">)</span>
         <span class="k">if</span> <span class="n">logger</span><span class="p">:</span>
             <span class="n">log_path</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">getcwd</span><span class="p">()</span>

diff --git a/_modules/myria3d/callbacks/finetuning_callbacks.html b/_modules/myria3d/callbacks/finetuning_callbacks.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>myria3d.callbacks.finetuning_callbacks &mdash; myria3d 3.6.1 documentation</title>
+  <title>myria3d.callbacks.finetuning_callbacks &mdash; myria3d 3.7.0 documentation</title>
       <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="../../../_static/sphinx_paramlinks.css" type="text/css" />
@@ -128,7 +128,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.comet_callbacks">myria3d.callbacks.comet_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.finetuning_callbacks">myria3d.callbacks.finetuning_callbacks</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks.logging_callbacks">myria3d.callbacks.logging_callbacks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#myria3d-callbacks-logging-callbacks">myria3d.callbacks.logging_callbacks</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../apidoc/myria3d.callbacks.html#module-myria3d.callbacks">Module contents</a></li>
 </ul>
 </li>