chore: Updated an example of installing cuda12 and cudnn9 on ubuntu 2…

…2.04

docs/examples/FastEmbed_GPU.ipynb

@@ -93,14 +93,33 @@
     "\n",
     "#### CUDA drivers\n",
     "You can download the CUDA 11.8 toolkit from the NVIDIA website found [here](https://developer.nvidia.com/cuda-11-8-0-download-archive) and CUDA 12.x [here](https://developer.nvidia.com/cuda-downloads) if not already preinstalled.\n",
-    "#### CuDNN 8.x\n",
-    "You can download the CuDNN 8.x library from the NVIDIA website found [here](https://developer.nvidia.com/rdp/cudnn-archive)\n",
+    "#### Example of setting up CUDA 12.x on Ubuntu 22.04\n",
+    "[Here](https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=22.04&target_type=deb_network) is a selected choice for platform (Linux), then CPU archetecture (x86_64), then OS distribution (Ubuntu), then version (22.04), and then installer type (deb_network):\n",
+    "```bash\n",
+    "wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb\n",
+    "sudo dpkg -i cuda-keyring_1.1-1_all.deb\n",
+    "sudo apt-get update\n",
+    "sudo apt-get -y install cuda\n",
+    "```\n",
+    "**NOTE**: You can install specific libraries of CUDA by checking [here](https://docs.nvidia.com/cuda/cuda-installation-guide-linux/#meta-packages).\n",
     "\n",
     "**NOTE**: When installing CUDA, the environment variable might not be set by default. Make sure to add the following line to your environment variables:\n",
     "```bash\n",
     "LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH\n",
     "```\n",
-    "This will ensure that the CUDA libraries are properly linked."
+    "This will ensure that the CUDA libraries are properly linked.\n",
+    "\n",
+    "#### CuDNN 9.x\n",
+    "You can download the CuDNN 9.x library from the NVIDIA website found [here](https://developer.nvidia.com/rdp/cudnn-archive)\n",
+    "#### Example of setting up CuDNN 9.x on Ubuntu 22.04\n",
+    "[Here](https://developer.nvidia.com/cudnn-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=22.04&target_type=deb_network) is the same concept as downloading CUDA.\n",
+    "```bash\n",
+    "wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb\n",
+    "sudo dpkg -i cuda-keyring_1.1-1_all.deb\n",
+    "sudo apt-get update\n",
+    "sudo apt-get -y install cudnn\n",
+    "```\n",
+    "**NOTE**: When installing CuDNN, you can choose specific version, cudnn-cuda-11 or cudnn-cuda-12"
    ]
   },
   {