New HO.

TadaSanar · May 9, 2023 · 1055c40 · 1055c40
1 parent ce56ce5
commit 1055c40
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Showing 2 changed files with 8 additions and 8 deletions.
diff --git a/hper_repetitions_parallel.py b/hper_repetitions_parallel.py
@@ -145,9 +145,9 @@ def modify_filename_nreps(filename, new_value, param_to_modify_str = '_nreps'):
 def repeated_tests(m, starting_point_candidates):    
 
 
-    c_eig = [0, 0.1, 0.5, 0.9, 1, 2] # Expected information gain.
+    c_eig = [0, 0.1, 0.5, 0.75, 0.9, 1, 2] # Expected information gain.
     c_exclz = [1, 5, 10, 20] # Size of the exclusion zone in percentage points (max. 100)
-    c_g = list(cg(np.array([0.01, 0.2, 0.5, 0.6, 0.8, 1]))) # Gradient limit. 0.05#, 0.07, 0.1, 0.2, 0.5, 0.75
+    c_g = list(cg(np.array([0.01, 0.1, 0.2, 0.5, 0.6, 0.8, 1]))) # Gradient limit. 0.05#, 0.07, 0.1, 0.2, 0.5, 0.75
 
     hyperparams_eig = []
     hyperparams_exclz = []
@@ -169,11 +169,11 @@ def repeated_tests(m, starting_point_candidates):
     n_j = len(jitters)
 
 
-    folder = './Results/20230508-noisytarget-noiselesshuman-ho/'
+    folder = './Results/20230509-noisytarget-noiselesshuman-ho/'
     ground_truth = [0.17, 0.03, 0.80]  # From C2a paper
 
-    bo_params = {'n_repetitions': 25,
-                 'n_rounds': 50,
+    bo_params = {'n_repetitions': 50,
+                 'n_rounds': 75,
                  'n_init': 3,
                  'batch_size': 1,
                  'materials': ['CsPbI', 'MAPbI', 'FAPbI']
@@ -514,7 +514,7 @@ def repeated_tests(m, starting_point_candidates):
 
     #print(os.getcwd())
 
-    m_total = 124
+    m_total = 158
 
     # Create a list of seeds for repetitions (increase max_reps if you need
     # more repetitions than the current max_rep value is).

diff --git a/hper_repetitions_parallel_noiseless.py b/hper_repetitions_parallel_noiseless.py
@@ -173,7 +173,7 @@ def repeated_tests(m, starting_point_candidates):
     ground_truth = [0.17, 0.03, 0.80]  # From C2a paper
 
     bo_params = {'n_repetitions': 50,
-                 'n_rounds': 75,
+                 'n_rounds': 20,
                  'n_init': 3,
                  'batch_size': 1,
                  'materials': ['CsPbI', 'MAPbI', 'FAPbI']
@@ -185,7 +185,7 @@ def repeated_tests(m, starting_point_candidates):
     save_figs = False
     # Choose if noisy queries are being used or exact.
     noise_df= False
-    noise_target = True
+    noise_target = False
 
     if (m > -1):