initial commit

27 files changed, 1026 insertions, 0 deletions

diff --git a/abed_results/uk_coal_employ/best_rbocpdms/09187214bf6172c2.json b/abed_results/uk_coal_employ/best_rbocpdms/09187214bf6172c2.json
new file mode 100644
index 00000000..7744362d
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/09187214bf6172c2.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/0d74a2c41f009ebd.json b/abed_results/uk_coal_employ/best_rbocpdms/0d74a2c41f009ebd.json
new file mode 100644
index 00000000..e040a9b1
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/0d74a2c41f009ebd.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/239ea6e3a04a2e27.json b/abed_results/uk_coal_employ/best_rbocpdms/239ea6e3a04a2e27.json
new file mode 100644
index 00000000..35fa6c52
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/239ea6e3a04a2e27.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/32c89ef873dd5d87.json b/abed_results/uk_coal_employ/best_rbocpdms/32c89ef873dd5d87.json
new file mode 100644
index 00000000..d1877517
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/32c89ef873dd5d87.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/43e9506fbf0266df.json b/abed_results/uk_coal_employ/best_rbocpdms/43e9506fbf0266df.json
new file mode 100644
index 00000000..cdd4189a
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/43e9506fbf0266df.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/445def0a5469b609.json b/abed_results/uk_coal_employ/best_rbocpdms/445def0a5469b609.json
new file mode 100644
index 00000000..3e45de4f
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/445def0a5469b609.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/44a27925793bfbb3.json b/abed_results/uk_coal_employ/best_rbocpdms/44a27925793bfbb3.json
new file mode 100644
index 00000000..b059eb94
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/44a27925793bfbb3.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/5b8d6e1628630bd0.json b/abed_results/uk_coal_employ/best_rbocpdms/5b8d6e1628630bd0.json
new file mode 100644
index 00000000..7f1a6088
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/5b8d6e1628630bd0.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/64e58b445aaa6d8d.json b/abed_results/uk_coal_employ/best_rbocpdms/64e58b445aaa6d8d.json
new file mode 100644
index 00000000..4f6268d0
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/64e58b445aaa6d8d.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/65b155236f5eb8b4.json b/abed_results/uk_coal_employ/best_rbocpdms/65b155236f5eb8b4.json
new file mode 100644
index 00000000..4fa0a088
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/65b155236f5eb8b4.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 100 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/7e007697adf5665d.json b/abed_results/uk_coal_employ/best_rbocpdms/7e007697adf5665d.json
new file mode 100644
index 00000000..f3ffec41
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/7e007697adf5665d.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/87156223da1c39d1.json b/abed_results/uk_coal_employ/best_rbocpdms/87156223da1c39d1.json
new file mode 100644
index 00000000..75afd513
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/87156223da1c39d1.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/92f5cd991cb59ddd.json b/abed_results/uk_coal_employ/best_rbocpdms/92f5cd991cb59ddd.json
new file mode 100644
index 00000000..90a44711
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/92f5cd991cb59ddd.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/9480584015315eed.json b/abed_results/uk_coal_employ/best_rbocpdms/9480584015315eed.json
new file mode 100644
index 00000000..ab3bb3a1
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/9480584015315eed.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/9d83b3e232edbcab.json b/abed_results/uk_coal_employ/best_rbocpdms/9d83b3e232edbcab.json
new file mode 100644
index 00000000..84f4a286
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/9d83b3e232edbcab.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/bf55c6c1e33b10c3.json b/abed_results/uk_coal_employ/best_rbocpdms/bf55c6c1e33b10c3.json
new file mode 100644
index 00000000..046d3c4f
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/bf55c6c1e33b10c3.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 100 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/c119192c7e3efa98.json b/abed_results/uk_coal_employ/best_rbocpdms/c119192c7e3efa98.json
new file mode 100644
index 00000000..b633cd97
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/c119192c7e3efa98.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/cd13b82943600797.json b/abed_results/uk_coal_employ/best_rbocpdms/cd13b82943600797.json
new file mode 100644
index 00000000..6b2edea1
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/cd13b82943600797.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/d7f29905f4fc8ee3.json b/abed_results/uk_coal_employ/best_rbocpdms/d7f29905f4fc8ee3.json
new file mode 100644
index 00000000..7646e27d
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/d7f29905f4fc8ee3.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/de6d0fce13ef4598.json b/abed_results/uk_coal_employ/best_rbocpdms/de6d0fce13ef4598.json
new file mode 100644
index 00000000..d6bc8355
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/de6d0fce13ef4598.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 0.01 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/eb5dc37b953053ea.json b/abed_results/uk_coal_employ/best_rbocpdms/eb5dc37b953053ea.json
new file mode 100644
index 00000000..27c4e397
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/eb5dc37b953053ea.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/efe9485fa2be4eed.json b/abed_results/uk_coal_employ/best_rbocpdms/efe9485fa2be4eed.json
new file mode 100644
index 00000000..84a9e767
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/efe9485fa2be4eed.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 1.0 --prior-b 100 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/f22014fc1ce506c5.json b/abed_results/uk_coal_employ/best_rbocpdms/f22014fc1ce506c5.json
new file mode 100644
index 00000000..35d98aa7
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/f22014fc1ce506c5.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 100 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/f32a82acd0c4fa28.json b/abed_results/uk_coal_employ/best_rbocpdms/f32a82acd0c4fa28.json
new file mode 100644
index 00000000..87e34985
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/f32a82acd0c4fa28.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 50 --prior-a 0.01 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/fab53f8d98109ad6.json b/abed_results/uk_coal_employ/best_rbocpdms/fab53f8d98109ad6.json
new file mode 100644
index 00000000..b48ce311
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/fab53f8d98109ad6.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 100 --prior-a 1.0 --prior-b 0.01 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/fbcf355e0a8410f7.json b/abed_results/uk_coal_employ/best_rbocpdms/fbcf355e0a8410f7.json
new file mode 100644
index 00000000..a544b1ec
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/fbcf355e0a8410f7.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 1.0 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}
diff --git a/abed_results/uk_coal_employ/best_rbocpdms/fe9856ddae37c6a5.json b/abed_results/uk_coal_employ/best_rbocpdms/fe9856ddae37c6a5.json
new file mode 100644
index 00000000..9f3fe67c
--- /dev/null
+++ b/abed_results/uk_coal_employ/best_rbocpdms/fe9856ddae37c6a5.json
@@ -0,0 +1,38 @@
+{
+	"command": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py -i /home/deploy/cpdbench/datasets/uk_coal_employ.json --intensity 200 --prior-a 0.01 --prior-b 1.0 --threshold 100 --alpha-param 0.5 --alpha-rld 0.5 --use-timeout",
+	"dataset": "uk_coal_employ",
+	"dataset_md5": "a7c72746e46d6e09f516bd87e0e68bef",
+	"error": null,
+	"hostname": "scw-blissful-wiles",
+	"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,
+		"timeout": 30,
+		"use_timeout": true
+	},
+	"result": {
+		"cplocations": null,
+		"runtime": null
+	},
+	"script": "/home/deploy/cpdbench/execs/python/cpdbench_rbocpdms.py",
+	"script_md5": "729c93e339280edf8cd7ad82d0e5e064",
+	"status": "FAIL"
+}