add up to date smac example

examples/configs/carps_hebo.yaml

@@ -0,0 +1,30 @@
+
+defaults:
+  - _self_
+  - carps_task: branin
+  - search_space: branin
+  - override hydra/sweeper: HyperCARPS
+
+
+x0: 3
+x1: 4
+
+seed: None
+budget: None 
+
+spurious_var: 3.14
+
+hydra:
+  sweeper:
+    n_trials: ${carps_task.n_trials}
+    sweeper_kwargs:
+      optimizer_kwargs:
+        _target_: carps.optimizers.hebo.HEBOOptimizer
+        _partial_: true
+        task: ${carps_task}
+    search_space: ${search_space}
+
+  run:
+    dir: ./tmp/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: ./tmp/${now:%Y-%m-%d}/${now:%H-%M-%S}

examples/configs/carps_smac.yaml

@@ -0,0 +1,46 @@
+
+defaults:
+  - _self_
+  - carps_task: branin
+  - search_space: branin
+  - override hydra/sweeper: HyperCARPS
+
+
+x0: 3
+x1: 4
+
+seed: None
+budget: None 
+
+spurious_var: 3.14
+
+hydra:
+  sweeper:
+    n_trials: ${carps_task.n_trials}
+    search_space: ${search_space}
+    sweeper_kwargs:
+      optimizer_kwargs:
+        _target_: carps.optimizers.smac20.SMAC3Optimizer
+        _partial_: true
+        task: ${carps_task}
+        smac_cfg:
+          smac_class: smac.facade.multi_fidelity_facade.MultiFidelityFacade
+          scenario:
+            seed: 0
+            n_trials: ${carps_task.n_trials}
+            deterministic: true
+            n_workers: 1
+            min_budget: 1
+            max_budget: 10
+          smac_kwargs:
+            dask_client: null
+            intensifier:
+              _target_: smac.intensifier.hyperband.Hyperband
+              _partial_: true
+              eta: 3
+
+
+  run:
+    dir: ./tmp/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: ./tmp/${now:%Y-%m-%d}/${now:%H-%M-%S}

examples/configs/smac_mf_mlp_carps.yaml → examples/configs/carps_smac_mf_mlp.yaml

@@ -23,13 +23,15 @@ hydra:
       optimizer_kwargs:
         _target_: carps.optimizers.smac20.SMAC3Optimizer
         _partial_: true
-        n_trials: ${hydra.sweeper.n_trials}
-        time_budget: 100
+        task:
+          n_trials: ${hydra.sweeper.n_trials}
+          n_workers: 1
+          n_objectives: 1
         smac_cfg:
           smac_class: smac.facade.multi_fidelity_facade.MultiFidelityFacade
           scenario:
             seed: ${seed}
-            n_trials: 10
+            n_trials: ${hydra.sweeper.n_trials}
             deterministic: true
             n_workers: 1
             min_budget: 1

examples/configs/carps_task/branin.yaml

@@ -0,0 +1,7 @@
+n_trials: 15
+n_objectives: 1
+time_budget: null
+n_workers: 1
+is_multifidelity: false
+min_budget: null
+max_budget: null

examples/configs/search_space/branin.yaml

@@ -0,0 +1,13 @@
+seed: 0
+hyperparameters:
+  x0:
+    type: uniform_float
+    lower: -5
+    upper: 10
+    log: false
+  x1:
+    type: uniform_float
+    lower: 0
+    upper: 15
+    log: false
+    default_value: 2