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authorJules Laplace <julescarbon@gmail.com>2019-12-08 21:43:30 +0100
committerJules Laplace <julescarbon@gmail.com>2019-12-08 21:43:30 +0100
commitfb70ab05768fa4a54358dc1f304b68bc7aff6dae (patch)
tree6ba4c805ce37b5b8827b08946f0b22f639fa3e14 /inversion/params_latent-512.json
parent326db345db13b1ab3a76406644654cb78b4d1b8d (diff)
inversion json files
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+{
+ "decay_n": 2,
+ "features": true,
+ "clip": 1.0,
+ "stochastic_clipping": false,
+ "clipping": false,
+ "dataset": "inverses/dataset.hdf5",
+ "inv_layer": "latent",
+ "decay_lr": true,
+ "inv_it": 15000,
+ "generator_path": "https://tfhub.dev/deepmind/biggan-512/2",
+ "attention_map_layer": "Generator_2/attention/Softmax:0",
+ "pre_trained_latent": false,
+ "lambda_dist": 0.0,
+ "likeli_loss": true,
+ "init_hi": 0.001,
+ "lr": 0.1,
+ "norm_loss": false,
+ "generator_fixed_inputs": {
+ "truncation": 1.0
+ },
+ "log_z_norm": true,
+ "feature_extractor_path": "https://tfhub.dev/google/imagenet/inception_v3/feature_vector/1",
+ "mse": true,
+ "custom_grad_relu": false,
+ "random_label": false,
+ "lambda_feat": 1.0,
+ "init_gen_dist": false,
+ "log_activation_layer": "Generator_2/GBlock/Relu:0",
+ "batch_size": 4,
+ "fixed_z": false,
+ "feature_extractor_output": "InceptionV3/Mixed_7a",
+ "init_lo": -0.001,
+ "lambda_mse": 1.0,
+ "lambda_reg": 0.1,
+ "dist_loss": false,
+ "sample_size": 4,
+ "out_dataset": "dataset.encodings.hdf5",
+ "save_progress": true
+}