DeepBooru Tag Interrogator Not working, missing required dlls, doesn't recognize GPU

[ArmadstheDoom]

So there are about three cascading issues here, the surface level being that the deepbooru interrogator does not work in the webui. If you use it, you're going to get terrible, unusable tags. Which entirely defeats the purpose of using it. But the issue isn't with deepbooru, because you can use the online demo and see that it's giving you entirely different tags with the same images.

So let's dig through the error messages.

2022-10-21 10:34:43.903917: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2022-10-21 10:34:43.904022: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
2022-10-21 10:34:47.600303: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2022-10-21 10:34:47.601329: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublas64_11.dll'; dlerror: cublas64_11.dll not found
2022-10-21 10:34:47.602284: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublasLt64_11.dll'; dlerror: cublasLt64_11.dll not found
2022-10-21 10:34:47.608825: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusolver64_11.dll'; dlerror: cusolver64_11.dll not found
2022-10-21 10:34:47.609846: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusparse64_11.dll'; dlerror: cusparse64_11.dll not found
2022-10-21 10:34:47.611292: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudnn64_8.dll'; dlerror: cudnn64_8.dll not found
2022-10-21 10:34:47.611368: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1934] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
2022-10-21 10:34:47.611879: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX AVX2
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.

So doing some google searching tells me that the issue, as far as I can tell, is that tensorflow doesn't recognize that I've got a GPU to run off of, and when you run deepbooru off a CPU, it doesn't work correctly. Googling also tells me that the issue is that, for whatever reason, it's demanding that I have outdated CUDA dlls installed.

Fair enough. I've installed the demanded dlls by installing CUDA 10 on my system; because of the nature of CUDA, it's always installed to PATH. No dice, it doesn't recognize that I've installed them.

Now, you can force tensorflow to try and use your cpu only, but that only removes the error, it doesn't fix the problem, which is that the tagging interrogator literally does not work on your cpu, because it's horribly inaccurate at the same settings. You don't need me to tell you that, you can do a side by side comparison and see for yourself that it's not tagging things accurately.

Now, doing more googling says that I could install CUDA and CUDNN manually, but the latter is only for developers of nvidia cards, and the issue is that it doesn't say where I should be installing it. I'm not smart enough to be trying to mess around with anaconda environments and installing things all over my C drive that I don't understand, because I don't know how to code in python.

Is there some reason that this is trying and failing to use the CPU? Because it's really dumb that it'll take a picture of a face and the biggest tags are 'fishnets' and 'chain link fence' on the interrogator, but it's fine when you use the actual build?