update cem default parameters

Author: gdefe

conceptarium/conf/model/_commons.yaml

@@ -10,7 +10,7 @@ latent_encoder_kwargs:
   hidden_size: 64
   n_layers: 1
   activation: leaky_relu
-  dropout: 0.5
+  dropout: 0.
 
 
 # =============================================================

conceptarium/conf/model/cem.yaml

@@ -7,7 +7,7 @@ _target_: "torch_concepts.nn.ConceptEmbeddingModel"
 
 task_names: ${dataset.default_task_names}
 
-exogenous_size: 16
+exogenous_size: 4
 
 inference: 
   _target_: "torch_concepts.nn.DeterministicInference"

conceptarium/conf/model/cem_indep.yaml

@@ -0,0 +1,13 @@
+defaults:
+  - _commons
+  - _self_
+  
+_target_: "torch_concepts.nn.ConceptEmbeddingModel_Independent"
+
+task_names: ${dataset.default_task_names}
+
+exogenous_size: 4
+
+inference: 
+  _target_: "torch_concepts.nn.DeterministicInference"
+  _partial_: true