2d_config.json

{
	"vae":
		{
			"beta1": 0.9,
			"beta2": 0.999,
			"frac_val": 0.2,
			"with_sigmoid": "true",
			"skip_z": false,
			"weights_init": "xavier",
			"nn_type": "conv"
		},

	"losses":
		{
			"reconstructions": {"items": ["bce_on_intensities"], "__tuple__":true},
			"regularizations": ["kullbackleibler"],
			"bce": true,
			"regu_factor": 0.003,
			"lambda_regu": 0.2,
			"lambda_adv": 0.2,
			"lr": 0.01
		},

	"cnn":
		{
			"n_enc_lay": 2,
			"n_dec_lay":2,
			"enc_ks": 4,
			"enc_str": 2,
			"enc_pad": 1,
			"enc_dil": 1,
			"enc_c": 1,
			"dec_ks": 3,
			"dec_str": 1,
			"dec_pad": 0,
			"dec_dil": 1,
			"dec_c": 1
		},

	"wigner_representation":
		{
			"wigner_dim": 2,
			"latent_mode":"so3",
			"mean_mode" :"alg",
			"item_rep": {"__none__":true},
			"rep_copies": 10
		},

	"latent_space":
		{
			"SO2":1,
			"so3":2,
			"R^1":2,
			"R^L":4,
			"R^2":3
		},

	"datasets":
		{
			"eiffel": "simulation\\eiffel_dataset\\eiffel_images.npy",
			"toy": "simulation\\toy_dataset\\toy_images.npy"
		}
}