yngtdd · yngtodd · Jun 23, 2020 · Jun 23, 2020 · Jun 23, 2020 · Jun 23, 2020
diff --git a/.gitignore b/.gitignore
@@ -37,3 +37,6 @@ coverage.xml
 
 # Translations
 *.mo
+
+# model saves
+results/
diff --git a/benchmarks/branin/benchmark.py b/benchmarks/branin/benchmark.py
@@ -26,9 +26,14 @@ def run(results_dir, n_calls=200, n_runs=10):
             checkpoint = load_results(directory)
 
             hyperdrive(
-              branin, bounds, directory, n_iterations=n_calls,
-              verbose=True, random_state=random_state,
-              checkpoints=True, restart=checkpoint
+                branin,
+                bounds,
+                directory,
+                model,
+                n_iterations=n_calls,
+                verbose=True,
+                random_state=random_state,
+                checkpoints_path=directory
             )
 
 

diff --git a/benchmarks/branin/results/GBRT/run0/hyperspace00 b/benchmarks/branin/results/GBRT/run0/hyperspace00
diff --git a/benchmarks/branin/results/GBRT/run0/hyperspace03 b/benchmarks/branin/results/GBRT/run0/hyperspace03
diff --git a/benchmarks/branin/results/GBRT/run1/hyperspace00 b/benchmarks/branin/results/GBRT/run1/hyperspace00
diff --git a/benchmarks/branin/results/GBRT/run1/hyperspace03 b/benchmarks/branin/results/GBRT/run1/hyperspace03
diff --git a/benchmarks/branin/results/GBRT/run2/hyperspace00 b/benchmarks/branin/results/GBRT/run2/hyperspace00
diff --git a/benchmarks/branin/results/GBRT/run2/hyperspace03 b/benchmarks/branin/results/GBRT/run2/hyperspace03
diff --git a/benchmarks/branin/results/GBRT/run3/hyperspace00 b/benchmarks/branin/results/GBRT/run3/hyperspace00
diff --git a/benchmarks/branin/results/GBRT/run3/hyperspace03 b/benchmarks/branin/results/GBRT/run3/hyperspace03
diff --git a/benchmarks/branin/results/GBRT/run4/hyperspace00 b/benchmarks/branin/results/GBRT/run4/hyperspace00
diff --git a/benchmarks/branin/results/GBRT/run4/hyperspace03 b/benchmarks/branin/results/GBRT/run4/hyperspace03
diff --git a/benchmarks/branin/results/GP/run0/hyperspace00 b/benchmarks/branin/results/GP/run0/hyperspace00
diff --git a/benchmarks/branin/results/GP/run0/hyperspace01 b/benchmarks/branin/results/GP/run0/hyperspace01
diff --git a/benchmarks/branin/results/GP/run0/hyperspace02 b/benchmarks/branin/results/GP/run0/hyperspace02
diff --git a/benchmarks/branin/results/GP/run0/hyperspace03 b/benchmarks/branin/results/GP/run0/hyperspace03
diff --git a/benchmarks/branin/results/GP/run1/hyperspace00 b/benchmarks/branin/results/GP/run1/hyperspace00
diff --git a/benchmarks/branin/results/GP/run1/hyperspace01 b/benchmarks/branin/results/GP/run1/hyperspace01
diff --git a/benchmarks/branin/results/GP/run1/hyperspace02 b/benchmarks/branin/results/GP/run1/hyperspace02
diff --git a/benchmarks/branin/results/GP/run1/hyperspace03 b/benchmarks/branin/results/GP/run1/hyperspace03
diff --git a/benchmarks/branin/results/GP/run2/hyperspace00 b/benchmarks/branin/results/GP/run2/hyperspace00
diff --git a/benchmarks/branin/results/GP/run2/hyperspace01 b/benchmarks/branin/results/GP/run2/hyperspace01
diff --git a/benchmarks/branin/results/GP/run2/hyperspace02 b/benchmarks/branin/results/GP/run2/hyperspace02
diff --git a/benchmarks/branin/results/GP/run2/hyperspace03 b/benchmarks/branin/results/GP/run2/hyperspace03
diff --git a/benchmarks/branin/results/GP/run3/hyperspace00 b/benchmarks/branin/results/GP/run3/hyperspace00
diff --git a/benchmarks/branin/results/GP/run3/hyperspace01 b/benchmarks/branin/results/GP/run3/hyperspace01
diff --git a/benchmarks/branin/results/GP/run3/hyperspace02 b/benchmarks/branin/results/GP/run3/hyperspace02
diff --git a/benchmarks/branin/results/GP/run3/hyperspace03 b/benchmarks/branin/results/GP/run3/hyperspace03
diff --git a/benchmarks/branin/results/GP/run4/hyperspace00 b/benchmarks/branin/results/GP/run4/hyperspace00
diff --git a/benchmarks/branin/results/GP/run4/hyperspace01 b/benchmarks/branin/results/GP/run4/hyperspace01
diff --git a/benchmarks/branin/results/GP/run4/hyperspace02 b/benchmarks/branin/results/GP/run4/hyperspace02
diff --git a/benchmarks/branin/results/GP/run4/hyperspace03 b/benchmarks/branin/results/GP/run4/hyperspace03
diff --git a/benchmarks/branin/results/RF/run0/hyperspace00 b/benchmarks/branin/results/RF/run0/hyperspace00
diff --git a/benchmarks/branin/results/RF/run0/hyperspace01 b/benchmarks/branin/results/RF/run0/hyperspace01
diff --git a/benchmarks/branin/results/RF/run0/hyperspace02 b/benchmarks/branin/results/RF/run0/hyperspace02
diff --git a/benchmarks/branin/results/RF/run0/hyperspace03 b/benchmarks/branin/results/RF/run0/hyperspace03
diff --git a/benchmarks/branin/results/RF/run1/hyperspace00 b/benchmarks/branin/results/RF/run1/hyperspace00
diff --git a/benchmarks/branin/results/RF/run1/hyperspace01 b/benchmarks/branin/results/RF/run1/hyperspace01
diff --git a/benchmarks/branin/results/RF/run1/hyperspace02 b/benchmarks/branin/results/RF/run1/hyperspace02
diff --git a/benchmarks/branin/results/RF/run1/hyperspace03 b/benchmarks/branin/results/RF/run1/hyperspace03
diff --git a/benchmarks/branin/results/RF/run2/hyperspace00 b/benchmarks/branin/results/RF/run2/hyperspace00
diff --git a/benchmarks/branin/results/RF/run2/hyperspace01 b/benchmarks/branin/results/RF/run2/hyperspace01
diff --git a/benchmarks/branin/results/RF/run2/hyperspace02 b/benchmarks/branin/results/RF/run2/hyperspace02
diff --git a/benchmarks/branin/results/RF/run2/hyperspace03 b/benchmarks/branin/results/RF/run2/hyperspace03
diff --git a/benchmarks/branin/results/RF/run3/hyperspace00 b/benchmarks/branin/results/RF/run3/hyperspace00
diff --git a/benchmarks/branin/results/RF/run3/hyperspace01 b/benchmarks/branin/results/RF/run3/hyperspace01
diff --git a/benchmarks/branin/results/RF/run3/hyperspace02 b/benchmarks/branin/results/RF/run3/hyperspace02
diff --git a/benchmarks/branin/results/RF/run3/hyperspace03 b/benchmarks/branin/results/RF/run3/hyperspace03
diff --git a/benchmarks/branin/results/RF/run4/hyperspace00 b/benchmarks/branin/results/RF/run4/hyperspace00
diff --git a/benchmarks/branin/results/RF/run4/hyperspace01 b/benchmarks/branin/results/RF/run4/hyperspace01
diff --git a/benchmarks/branin/results/RF/run4/hyperspace02 b/benchmarks/branin/results/RF/run4/hyperspace02
diff --git a/benchmarks/branin/results/RF/run4/hyperspace03 b/benchmarks/branin/results/RF/run4/hyperspace03
diff --git a/benchmarks/branin/results/Rand/run0/hyperspace00 b/benchmarks/branin/results/Rand/run0/hyperspace00
diff --git a/benchmarks/branin/results/Rand/run0/hyperspace03 b/benchmarks/branin/results/Rand/run0/hyperspace03
diff --git a/benchmarks/branin/results/Rand/run1/hyperspace00 b/benchmarks/branin/results/Rand/run1/hyperspace00
diff --git a/benchmarks/branin/results/Rand/run1/hyperspace03 b/benchmarks/branin/results/Rand/run1/hyperspace03
diff --git a/benchmarks/branin/results/Rand/run2/hyperspace00 b/benchmarks/branin/results/Rand/run2/hyperspace00
diff --git a/benchmarks/branin/results/Rand/run2/hyperspace03 b/benchmarks/branin/results/Rand/run2/hyperspace03
diff --git a/benchmarks/branin/results/Rand/run3/hyperspace00 b/benchmarks/branin/results/Rand/run3/hyperspace00
diff --git a/benchmarks/branin/results/Rand/run3/hyperspace03 b/benchmarks/branin/results/Rand/run3/hyperspace03
diff --git a/benchmarks/branin/results/Rand/run4/hyperspace00 b/benchmarks/branin/results/Rand/run4/hyperspace00
diff --git a/benchmarks/branin/results/Rand/run4/hyperspace03 b/benchmarks/branin/results/Rand/run4/hyperspace03
diff --git a/benchmarks/hart6/benchmark.py b/benchmarks/hart6/benchmark.py
@@ -16,20 +16,24 @@ def run(results_dir, n_calls=200, n_runs=10):
     for model in models:
         model_dir = os.path.join(results_dir, model)
         if not os.path.exists(model_dir):
-            os.makedirs(model_dir)
+            os.makedirs(model_dir, exist_ok=True)
 
         for random_state in range(n_runs):
             directory = os.path.join(model_dir, 'run' + str(random_state))
 
             if not os.path.exists(directory):
-                os.makedirs(directory)
+                os.makedirs(directory, exist_ok=True)
 
             checkpoint = load_results(directory)
 
             hyperdrive(
-              hart6, bounds, directory, n_iterations=n_calls,
-              verbose=True, random_state=random_state,
-              checkpoints=True, restart=checkpoint
+                hart6,
+                bounds,
+                directory,
+                n_iterations=n_calls,
+                verbose=True,
+                random_state=random_state,
+                checkpoints_path=directory
             )
 
 

diff --git a/benchmarks/rastigrin/hyperbelt/benchmark.py b/benchmarks/rastigrin/hyperbelt/benchmark.py
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace00 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace00
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace01 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace01
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace02 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace02
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace03 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace03
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace04 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace04
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace05 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace05
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace06 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace06
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace07 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace07
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace08 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace08
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace09 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace09
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace10 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace10
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace11 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace11
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace12 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace12
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace13 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace13
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace14 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace14
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace15 b/benchmarks/rastigrin/hyperbelt/results/rastigrin4/hyperspace15
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace00 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace00
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace01 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace01
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace02 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace02
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace03 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace03
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace04 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace04
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace05 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace05
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace06 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace06
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace07 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace07
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace08 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace08
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace09 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace09
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace10 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace10
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace11 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace11
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace12 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace12
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace13 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace13
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace14 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace14
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace15 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace15
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace16 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace16
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace17 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace17
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace18 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace18
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace19 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace19
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace20 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace20
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace21 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace21
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace22 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace22
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace23 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace23
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace24 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace24
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace25 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace25
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace26 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace26
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace27 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace27
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace28 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace28
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace29 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace29
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace30 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace30
diff --git a/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace31 b/benchmarks/rastigrin/hyperbelt/results/rastigrin5/hyperspace31
diff --git a/benchmarks/rastigrin/robo/benchmark.py b/benchmarks/rastigrin/robo/benchmark.py
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace00 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace00
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace01 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace01
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace02 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace02
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace03 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace03
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace04 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace04
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace05 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace05
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace06 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace06
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace07 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace07
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace08 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace08
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace09 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace09
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace10 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace10
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace11 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace11
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace12 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace12
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace13 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace13
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace14 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace14
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace15 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace15
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace16 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace16
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace17 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace17
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace18 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace18
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace19 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace19
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace20 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace20
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace21 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace21
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace22 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace22
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace23 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace23
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace24 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace24
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace25 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace25
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace26 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace26
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace27 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace27
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace28 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace28
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace29 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace29
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace30 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace30
diff --git a/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace31 b/benchmarks/rastigrin/robo/results/rastigrin5/hyperspace31
diff --git a/benchmarks/styblinskitang/hyperbelt/benchmark.py b/benchmarks/styblinskitang/hyperbelt/benchmark.py
diff --git a/benchmarks/styblinskitang/hyperbelt/notebooks/hyperband.ipynb b/benchmarks/styblinskitang/hyperbelt/notebooks/hyperband.ipynb
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace00 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace00
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace01 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace01
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace02 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace02
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace03 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace03
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace04 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace04
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace05 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace05
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace06 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace06
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace07 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace07
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace08 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace08
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace09 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace09
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace10 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace10
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace11 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace11
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace12 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace12
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace13 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace13
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace14 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace14
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace15 b/benchmarks/styblinskitang/hyperbelt/results/stybtang4/hyperspace15
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace00 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace00
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace01 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace01
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace02 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace02
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace03 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace03
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace04 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace04
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace05 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace05
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace06 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace06
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace07 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace07
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace08 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace08
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace09 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace09
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace10 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace10
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace11 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace11
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace12 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace12
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace13 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace13
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace14 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace14
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace15 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace15
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace16 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace16
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace17 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace17
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace18 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace18
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace19 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace19
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace20 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace20
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace21 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace21
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace22 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace22
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace23 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace23
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace24 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace24
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace25 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace25
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace26 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace26
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace27 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace27
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace28 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace28
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace29 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace29
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace30 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace30
diff --git a/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace31 b/benchmarks/styblinskitang/hyperbelt/results/stybtang5/hyperspace31
diff --git a/benchmarks/styblinskitang/hyperdrive/benchmark.py b/benchmarks/styblinskitang/hyperdrive/benchmark.py
@@ -9,7 +9,6 @@ def main():
     parser = argparse.ArgumentParser(description='Setup experiment.')
     parser.add_argument('--ndims', type=int, help='Number of dimensions for Styblinski-Tang function')
     parser.add_argument('--results_dir', type=str, help='Path to results directory.')
-    parser.add_argument('--checkpoints', type=str, help='Path to checkpoints')
     args = parser.parse_args()
 
     stybtang = StyblinskiTang(args.ndims)
@@ -18,9 +17,9 @@ def main():
     hyperdrive(objective=stybtang,
               hyperparameters=bounds,
               results_path=args.results_dir,
-              checkpoints_path=args.checkpoints,
+              checkpoints_path=args.results_dir,
               model="GP",
-              n_iterations=50,
+              n_iterations=20,
               verbose=True,
               random_state=0)
 

diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace00 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace00
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace01 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace01
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace02 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace02
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace03 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace03
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace04 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace04
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace05 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace05
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace06 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace06
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace07 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace07
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace08 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace08
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace09 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace09
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace10 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace10
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace11 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace11
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace12 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace12
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace13 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace13
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace14 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace14
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace15 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace15
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace16 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace16
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace17 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace17
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace18 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace18
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace19 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace19
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace20 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace20
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace23 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace23
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace24 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace24
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace25 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace25
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace26 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace26
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace27 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace27
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace28 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace28
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace29 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace29
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace30 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace30
diff --git a/benchmarks/styblinskitang/hyperdrive/res/hyperspace31 b/benchmarks/styblinskitang/hyperdrive/res/hyperspace31
diff --git a/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace00 b/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace00
diff --git a/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace01 b/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace01
diff --git a/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace02 b/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace02
diff --git a/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace03 b/benchmarks/styblinskitang/hyperdrive/results/stybtang2/hyperspace03
diff --git a/benchmarks/styblinskitang/robo/benchmark.py b/benchmarks/styblinskitang/robo/benchmark.py
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace00 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace00
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace01 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace01
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace02 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace02
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace03 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace03
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace04 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace04
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace05 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace05
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace06 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace06
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace07 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace07
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace08 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace08
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace09 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace09
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace10 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace10
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace11 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace11
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace12 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace12
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace13 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace13
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace14 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace14
diff --git a/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace15 b/benchmarks/styblinskitang/robo/results/styblinskitang4/hyperspace15
diff --git a/examples/horovod_torch.py b/examples/horovod_torch.py
@@ -106,7 +106,9 @@ def objective(hparams, model, train_sampler, train_loader, args):
          epoch_loss = train(epoch, model, optimizer, train_sampler, train_loader, args)
          loss += epoch_loss
 
-    return epoch_loss / args.epochs
+    loss_avg = epoch_loss / args.epochs
+
+    return loss_avg
 
 
 def main():

diff --git a/examples/results/hyperband/gbm_regressors/hyperband_gbm.pkl b/examples/results/hyperband/gbm_regressors/hyperband_gbm.pkl
diff --git a/examples/results/hyperband/styblinski_tang/hyperband_stybtang.pkl b/examples/results/hyperband/styblinski_tang/hyperband_stybtang.pkl
diff --git a/examples/results/hyperbelt/gbm/hyperspace00 b/examples/results/hyperbelt/gbm/hyperspace00
diff --git a/examples/results/hyperbelt/gbm/hyperspace01 b/examples/results/hyperbelt/gbm/hyperspace01
diff --git a/examples/results/hyperbelt/gbm/hyperspace02 b/examples/results/hyperbelt/gbm/hyperspace02
diff --git a/examples/results/hyperbelt/gbm/hyperspace03 b/examples/results/hyperbelt/gbm/hyperspace03
diff --git a/examples/results/hyperbelt/gbm/hyperspace04 b/examples/results/hyperbelt/gbm/hyperspace04
diff --git a/examples/results/hyperbelt/gbm/hyperspace05 b/examples/results/hyperbelt/gbm/hyperspace05
diff --git a/examples/results/hyperbelt/gbm/hyperspace06 b/examples/results/hyperbelt/gbm/hyperspace06
diff --git a/examples/results/hyperbelt/gbm/hyperspace07 b/examples/results/hyperbelt/gbm/hyperspace07
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace00 b/examples/results/hyperbelt/gbm_rf/hyperspace00
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace01 b/examples/results/hyperbelt/gbm_rf/hyperspace01
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace02 b/examples/results/hyperbelt/gbm_rf/hyperspace02
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace03 b/examples/results/hyperbelt/gbm_rf/hyperspace03
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace04 b/examples/results/hyperbelt/gbm_rf/hyperspace04
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace05 b/examples/results/hyperbelt/gbm_rf/hyperspace05
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace06 b/examples/results/hyperbelt/gbm_rf/hyperspace06
diff --git a/examples/results/hyperbelt/gbm_rf/hyperspace07 b/examples/results/hyperbelt/gbm_rf/hyperspace07
diff --git a/examples/results/hyperbelt/hyperspace00 b/examples/results/hyperbelt/hyperspace00
diff --git a/examples/results/hyperbelt/hyperspace01 b/examples/results/hyperbelt/hyperspace01
diff --git a/examples/results/hyperbelt/hyperspace02 b/examples/results/hyperbelt/hyperspace02
diff --git a/examples/results/hyperbelt/hyperspace03 b/examples/results/hyperbelt/hyperspace03
diff --git a/examples/results/hyperbelt/hyperspace04 b/examples/results/hyperbelt/hyperspace04
diff --git a/examples/results/hyperbelt/hyperspace05 b/examples/results/hyperbelt/hyperspace05
diff --git a/examples/results/hyperbelt/hyperspace06 b/examples/results/hyperbelt/hyperspace06
diff --git a/examples/results/hyperbelt/hyperspace07 b/examples/results/hyperbelt/hyperspace07
diff --git a/examples/results/hyperbelt/styblinksitang1/hyperspace0 b/examples/results/hyperbelt/styblinksitang1/hyperspace0
diff --git a/examples/results/hyperbelt/styblinksitang1/hyperspace1 b/examples/results/hyperbelt/styblinksitang1/hyperspace1
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace0 b/examples/results/hyperbelt/stybtang5/hyperspace0
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace1 b/examples/results/hyperbelt/stybtang5/hyperspace1
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace10 b/examples/results/hyperbelt/stybtang5/hyperspace10
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace11 b/examples/results/hyperbelt/stybtang5/hyperspace11
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace12 b/examples/results/hyperbelt/stybtang5/hyperspace12
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace13 b/examples/results/hyperbelt/stybtang5/hyperspace13
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace14 b/examples/results/hyperbelt/stybtang5/hyperspace14
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace15 b/examples/results/hyperbelt/stybtang5/hyperspace15
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace16 b/examples/results/hyperbelt/stybtang5/hyperspace16
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace17 b/examples/results/hyperbelt/stybtang5/hyperspace17
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace18 b/examples/results/hyperbelt/stybtang5/hyperspace18
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace19 b/examples/results/hyperbelt/stybtang5/hyperspace19
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace2 b/examples/results/hyperbelt/stybtang5/hyperspace2
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace20 b/examples/results/hyperbelt/stybtang5/hyperspace20
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace21 b/examples/results/hyperbelt/stybtang5/hyperspace21
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace22 b/examples/results/hyperbelt/stybtang5/hyperspace22
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace23 b/examples/results/hyperbelt/stybtang5/hyperspace23
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace24 b/examples/results/hyperbelt/stybtang5/hyperspace24
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace25 b/examples/results/hyperbelt/stybtang5/hyperspace25
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace26 b/examples/results/hyperbelt/stybtang5/hyperspace26
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace27 b/examples/results/hyperbelt/stybtang5/hyperspace27
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace28 b/examples/results/hyperbelt/stybtang5/hyperspace28
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace29 b/examples/results/hyperbelt/stybtang5/hyperspace29
diff --git a/examples/results/hyperbelt/stybtang5/hyperspace3 b/examples/results/hyperbelt/stybtang5/hyperspace3