updated small nits (#392)

docs/tutorials/quickstart.md

@@ -5,16 +5,16 @@ This repository is tested with CUDA 11.3. Make sure to install [Conda](https://d
 <details>
 <summary>Installing Conda</summary>
 
-    This step is fairly self-explanatory, but here are the basic steps. You can also find countless tutorials online.
+This step is fairly self-explanatory, but here are the basic steps. You can also find countless tutorials online.
 
-    ```bash
-    cd /path/to/install/miniconda
+```bash
+cd /path/to/install/miniconda
 
-    mkdir -p miniconda3
-    wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda3/miniconda.sh
-    bash miniconda3/miniconda.sh -b -u -p miniconda3
-    rm -rf miniconda/miniconda.sh
-    ```
+mkdir -p miniconda3
+wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda3/miniconda.sh
+bash miniconda3/miniconda.sh -b -u -p miniconda3
+rm -rf miniconda/miniconda.sh
+```
 
 </details>
 
@@ -29,6 +29,7 @@ Clone the repo
 
 ```bash
 git clone git@github.com:plenoptix/nerfactory.git
+cd nerfactory
 ```
 
 Install dependencies and nerfactory as a library
@@ -38,9 +39,10 @@ python -m pip install --upgrade pip
 pip install -e .
 ```
 
-Install tiny-cuda-nn (tcnn) to use with the graph_instant_ngp.yaml config
+Install tiny-cuda-nn (tcnn) to run instant_ngp
 
 ```bash
+pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 -f https://download.pytorch.org/whl/torch_stable.html
 pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
 ```
 
@@ -115,7 +117,7 @@ While installing tiny-cuda, you run into: `The detected CUDA version mismatches
 
 **Solution**:
 ```
-pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html
+pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 -f https://download.pytorch.org/whl/torch_stable.html
 ```
 
 * [Installation errors, File "setup.py" not found](pip-install-error)

nerfactory/utils/writer.py

@@ -345,8 +345,8 @@ class LocalWriter(Writer):
         if step > 0:
             if not self.has_printed and self.max_log_size:
                 logging.info(
-                    "\x1b[33;20mPrinting max of %d lines. Set flag  `--logging.writer.2.max-log-size=0` \
-                        to disable line wrapping.\x1b[0m",
+                    "\x1b[33;20mPrinting max of %d lines. Set flag  `--logging.writer.2.max-log-size=0` "
+                    "to disable line wrapping.\x1b[0m",
                     self.max_log_size,
                 )
             latest_map, new_key = self._consolidate_events()