initial commit

27 files changed, 1062 insertions, 0 deletions

diff --git a/abed_results/co2_canada/best_rbocpdms/04242e015b4ce5a8.json b/abed_results/co2_canada/best_rbocpdms/04242e015b4ce5a8.json
new file mode 100644
index 00000000..044da013
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/04242e015b4ce5a8.json
@@ -0,0 +1,42 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			104,
+			153
+		],
+		"runtime": 1372.0357048511505
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/11701b211960397f.json b/abed_results/co2_canada/best_rbocpdms/11701b211960397f.json
new file mode 100644
index 00000000..1f80fb09
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/11701b211960397f.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 0.13644862174987793
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/15172734b6b7dd77.json b/abed_results/co2_canada/best_rbocpdms/15172734b6b7dd77.json
new file mode 100644
index 00000000..a4f862ff
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/15172734b6b7dd77.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 0.12712311744689941
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/257e5c04ac2f5430.json b/abed_results/co2_canada/best_rbocpdms/257e5c04ac2f5430.json
new file mode 100644
index 00000000..c4ac9631
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/257e5c04ac2f5430.json
@@ -0,0 +1,40 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2
+		],
+		"runtime": 1152.8236956596375
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/2c4e02e25fd30073.json b/abed_results/co2_canada/best_rbocpdms/2c4e02e25fd30073.json
new file mode 100644
index 00000000..21d867cf
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/2c4e02e25fd30073.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1389820575714
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/2f23a23975fd01e3.json b/abed_results/co2_canada/best_rbocpdms/2f23a23975fd01e3.json
new file mode 100644
index 00000000..e2bf2d2a
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/2f23a23975fd01e3.json
@@ -0,0 +1,40 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2
+		],
+		"runtime": 1157.0608098506927
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/3fa302f72e06642f.json b/abed_results/co2_canada/best_rbocpdms/3fa302f72e06642f.json
new file mode 100644
index 00000000..4ac3afcc
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/3fa302f72e06642f.json
@@ -0,0 +1,41 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			175
+		],
+		"runtime": 1659.2817289829254
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/42f08e1dcc2c4f1a.json b/abed_results/co2_canada/best_rbocpdms/42f08e1dcc2c4f1a.json
new file mode 100644
index 00000000..cea3f861
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/42f08e1dcc2c4f1a.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1325612068176
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/4a40dff9e4bef518.json b/abed_results/co2_canada/best_rbocpdms/4a40dff9e4bef518.json
new file mode 100644
index 00000000..8c14b659
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/4a40dff9e4bef518.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1423535346985
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/5634cd9c22ce1581.json b/abed_results/co2_canada/best_rbocpdms/5634cd9c22ce1581.json
new file mode 100644
index 00000000..cc3c8909
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/5634cd9c22ce1581.json
@@ -0,0 +1,42 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			102,
+			166
+		],
+		"runtime": 1467.816279411316
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/56c656ed1ed5d6f5.json b/abed_results/co2_canada/best_rbocpdms/56c656ed1ed5d6f5.json
new file mode 100644
index 00000000..e204d773
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/56c656ed1ed5d6f5.json
@@ -0,0 +1,42 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			85,
+			122
+		],
+		"runtime": 1104.0664865970612
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/5baddef27a1a5503.json b/abed_results/co2_canada/best_rbocpdms/5baddef27a1a5503.json
new file mode 100644
index 00000000..3af70cbd
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/5baddef27a1a5503.json
@@ -0,0 +1,44 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			12,
+			99,
+			113,
+			147
+		],
+		"runtime": 1048.2158453464508
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/664bfedd2d193918.json b/abed_results/co2_canada/best_rbocpdms/664bfedd2d193918.json
new file mode 100644
index 00000000..faa34a45
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/664bfedd2d193918.json
@@ -0,0 +1,43 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			18,
+			82,
+			121
+		],
+		"runtime": 952.549143075943
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/6fee318124a10e80.json b/abed_results/co2_canada/best_rbocpdms/6fee318124a10e80.json
new file mode 100644
index 00000000..a2f49df7
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/6fee318124a10e80.json
@@ -0,0 +1,40 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2
+		],
+		"runtime": 984.6392362117767
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/7104fbf87c258261.json b/abed_results/co2_canada/best_rbocpdms/7104fbf87c258261.json
new file mode 100644
index 00000000..48a34206
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/7104fbf87c258261.json
@@ -0,0 +1,40 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2
+		],
+		"runtime": 1729.4904747009277
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/91b3773d83106519.json b/abed_results/co2_canada/best_rbocpdms/91b3773d83106519.json
new file mode 100644
index 00000000..714d349b
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/91b3773d83106519.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1325290203094
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/92436cb56b93a780.json b/abed_results/co2_canada/best_rbocpdms/92436cb56b93a780.json
new file mode 100644
index 00000000..5e841ea6
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/92436cb56b93a780.json
@@ -0,0 +1,44 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			9,
+			79,
+			98,
+			109
+		],
+		"runtime": 904.1159188747406
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/9298d3435a3b369a.json b/abed_results/co2_canada/best_rbocpdms/9298d3435a3b369a.json
new file mode 100644
index 00000000..c57d1f01
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/9298d3435a3b369a.json
@@ -0,0 +1,41 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			173
+		],
+		"runtime": 1791.6114795207977
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/95b3a41b16af32c4.json b/abed_results/co2_canada/best_rbocpdms/95b3a41b16af32c4.json
new file mode 100644
index 00000000..084d5c81
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/95b3a41b16af32c4.json
@@ -0,0 +1,40 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2
+		],
+		"runtime": 996.3872864246368
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/9d61fdb6f74e9eb3.json b/abed_results/co2_canada/best_rbocpdms/9d61fdb6f74e9eb3.json
new file mode 100644
index 00000000..e04537ed
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/9d61fdb6f74e9eb3.json
@@ -0,0 +1,42 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": [
+			1,
+			2,
+			104,
+			147
+		],
+		"runtime": 1094.7438728809357
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "SUCCESS"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/a3c465c83e72be13.json b/abed_results/co2_canada/best_rbocpdms/a3c465c83e72be13.json
new file mode 100644
index 00000000..3c4dd1cb
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/a3c465c83e72be13.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 100 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 100.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1943452358246
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/af3e20031977195c.json b/abed_results/co2_canada/best_rbocpdms/af3e20031977195c.json
new file mode 100644
index 00000000..1d11840e
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/af3e20031977195c.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.265376329422
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/b03df6714d826b69.json b/abed_results/co2_canada/best_rbocpdms/b03df6714d826b69.json
new file mode 100644
index 00000000..4e53bda4
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/b03df6714d826b69.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.2186584472656
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/c25c2f806470082c.json b/abed_results/co2_canada/best_rbocpdms/c25c2f806470082c.json
new file mode 100644
index 00000000..9f286d0e
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/c25c2f806470082c.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 1.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.1412508487701
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/e0a8f093de4c5572.json b/abed_results/co2_canada/best_rbocpdms/e0a8f093de4c5572.json
new file mode 100644
index 00000000..b3ed5f10
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/e0a8f093de4c5572.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 200 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 200.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 100.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 0.22725152969360352
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/f5cbf1089af6e144.json b/abed_results/co2_canada/best_rbocpdms/f5cbf1089af6e144.json
new file mode 100644
index 00000000..419f9ca9
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/f5cbf1089af6e144.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 0.01,
+		"prior_b": 100.0,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.222413301468
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}
diff --git a/abed_results/co2_canada/best_rbocpdms/fb6c8ed34ec57cf7.json b/abed_results/co2_canada/best_rbocpdms/fb6c8ed34ec57cf7.json
new file mode 100644
index 00000000..3268c78a
--- /dev/null
+++ b/abed_results/co2_canada/best_rbocpdms/fb6c8ed34ec57cf7.json
@@ -0,0 +1,37 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/co2_canada.json --intensity 50 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "co2_canada",
+	"dataset_md5": "de8d2cac911d2a8e3ce5addacbaed8e0",
+	"error": null,
+	"hostname": "scw-clever-lamarr",
+	"parameters": {
+		"S1": 1,
+		"S2": 1,
+		"SGD_batch_size": 10,
+		"VB_window_size": 360,
+		"alpha_param": 0.5,
+		"alpha_rld": 0.5,
+		"anchor_batch_size_SCSG": 25,
+		"first_full_opt": 10,
+		"full_opt_thinning": 20,
+		"intensity": 50.0,
+		"intercept_grouping": null,
+		"loss_der_rld_learning": "absolute_loss",
+		"prior_a": 1.0,
+		"prior_b": 0.01,
+		"prior_mean_beta": null,
+		"prior_mean_scale": 0,
+		"prior_var_beta": null,
+		"prior_var_scale": 1.0,
+		"rld_DPD": "power_divergence",
+		"threshold": 100,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": 1800.2183363437653
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "b04e3aa6ef08dee3ec63d2c16b369ea8",
+	"status": "TIMEOUT"
+}