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[Bug]: minimal-hydra-example is missing wandb config #482

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@cdelavegamartin

Tell us what happened?

I'm trying to learn how to properly integrate WandB and Hydra, so I tried to run the minimal example, in an isolated environment:

git clone https://github.com/wandb/examples.git
cd examples/examples/minimal-hydra-example/
conda create -n hydra-wandb python=3.10
conda activate hydra-wandb
pip install -r requirements.txt 
python main.py

And I got an error in the output,

2023-11-08 18:04:41.477757: I tensorflow/core/util/port.cc:111] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2023-11-08 18:04:41.503396: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:9342] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2023-11-08 18:04:41.503419: E tensorflow/compiler/xla/stream_executor/cuda/cuda_fft.cc:609] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2023-11-08 18:04:41.503445: E tensorflow/compiler/xla/stream_executor/cuda/cuda_blas.cc:1518] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2023-11-08 18:04:41.508482: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2023-11-08 18:04:42.043533: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
/home/carlos/projects/examples/examples/minimal-hydra-example/main.py:30: UserWarning: 
The version_base parameter is not specified.
Please specify a compatability version level, or None.
Will assume defaults for version 1.1
  @hydra.main(config_path="configs/", config_name="defaults")
In 'defaults': Could not find 'wandb/default'

Config search path:
	provider=hydra, path=pkg://hydra.conf
	provider=main, path=file:///home/carlos/projects/examples/examples/minimal-hydra-example/configs
	provider=schema, path=structured://

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.

And indeed, there is no configs/wandb directory, and therefore no configs/wandb/default.yaml either

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