fixed the default config for zero-cost

naslib/runners/zc/zc_config.yaml

@@ -6,23 +6,66 @@ cutout_prob: 1.0
 dataset: cifar10
 out_dir: run
 predictor: fisher
-search_space: nasbench101 #nasbench201 #nasbench301
-seed: 0
+search_space: nasbench201 #nasbench101  #nasbench301
 test_size: 200
 train_size: 400
-zc_ensemble: true
-zc_only: true
-zc_names:
-  - params
-  - flops
-  - jacov
-  - plain
-  - grasp
-  - snip
-  - fisher
-  - grad_norm
-  - epe_nas
-  - synflow
-  - l2_norm
 optimizer: npenas
-train_portion: 0.7
+train_portion: 0.7
+seed: 0
+
+search:
+  # for bohb
+  seed: 0
+  budgets: 50000000
+  checkpoint_freq: 1000
+  fidelity: 108 
+
+  # for all optimizers
+  epochs: 10
+
+  # for bananas and npenas, choose one predictor 
+  # out of the 16 model-based predictors
+  predictor_type: var_sparse_gp
+
+  # number of initial architectures
+  num_init: 10  
+
+  # NPENAS
+  k: 10
+  num_ensemble: 3
+  acq_fn_type: its
+  acq_fn_optimization: mutation
+  encoding_type: adjacency_one_hot
+  num_arches_to_mutate: 1 
+  max_mutations: 1
+  num_candidates: 50
+
+  # jacov data loader
+  batch_size: 256
+  data_size: 25000
+  cutout: False
+  cutout_length: 16
+  cutout_prob: 1.0
+  train_portion: 0.7
+
+  # other params
+  debug_predictor: False
+  sample_size: 10
+  population_size: 30
+
+  # zc parameters
+  use_zc_api: False
+  zc_ensemble: true
+  zc_names:
+    - params
+    - flops
+    - jacov
+    - plain
+    - grasp
+    - snip
+    - fisher
+    - grad_norm
+    - epe_nas
+    - synflow
+    - l2_norm
+  zc_only: true