[pre-commit.ci] auto fixes from pre-commit.com hooks

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Author: pre-commit-ci[bot]

use_cases/multiGPU.ipynb

@@ -7,16 +7,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import os\n",
-    "import subprocess\n",
-    "import pytest\n",
-    "from mudata import MuData\n",
+    "import tempfile\n",
+    "\n",
     "import scanpy as sc\n",
     "import scvi\n",
-    "from scvi.model import SCVI\n",
-    "import tempfile\n",
     "import seaborn as sns\n",
-    "import torch"
+    "import torch\n",
+    "from scvi.model import SCVI"
    ]
   },
   {
@@ -270,13 +267,13 @@
    "source": [
     "print(\"multi GPU SCVI train\")\n",
     "model.train(\n",
-    "        max_epochs=100,\n",
-    "        check_val_every_n_epoch=1,\n",
-    "        accelerator=\"gpu\",\n",
-    "        devices=-1,\n",
-    "        datasplitter_kwargs=datasplitter_kwargs,\n",
-    "        strategy=\"ddp_notebook_find_unused_parameters_true\",\n",
-    "    )\n",
+    "    max_epochs=100,\n",
+    "    check_val_every_n_epoch=1,\n",
+    "    accelerator=\"gpu\",\n",
+    "    devices=-1,\n",
+    "    datasplitter_kwargs=datasplitter_kwargs,\n",
+    "    strategy=\"ddp_notebook_find_unused_parameters_true\",\n",
+    ")\n",
     "print(\"done\")"
    ]
   },
@@ -490,7 +487,7 @@
     "    color=[\"donor\", \"cell_source\"],\n",
     "    ncols=2,\n",
     "    frameon=False,\n",
-    ")\n"
+    ")"
    ]
   },
   {