dbscan

Author: md-shafiul-alam

configs/regular/batch_for_online.json

@@ -1,7 +1,7 @@
 {
     "INCLUDE": ["../common/sklearn.json"],
     "PARAMETERS_SETS": {
-        "common": {"bench": {"n_runs": 10, "time_limit": 60}},
+        "common": {"bench": {"n_runs": 10}},
         "basic_statistics data": {
             "data": {
                 "source": "make_blobs",

configs/spmd/large_scale/dbscan_strong.json

@@ -0,0 +1,31 @@
+{
+    "INCLUDE": ["../../common/sklearn.json", "../../regular/dbscan.json", "large_scale.json"],
+    "PARAMETERS_SETS": {
+        "spmd dbscan parameters": {
+	    "algorithm": {
+		"estimator": "DBSCAN",
+		"estimator_methods": {
+		    "training": "fit"
+		}
+	    },
+	    "data": {
+		"dtype": "float64"
+	    }
+	},
+	"synthetic dataset": {
+            "data": [
+                { "source": "make_blobs", "generation_kwargs": { "n_samples": 100000,  "n_features": 10, "centers": 10 }, "algorithm": { "eps": 5, "min_samples": 5 } }
+            ]
+	}
+    },
+    "TEMPLATES": {
+        "dbscan": {
+            "SETS": [
+                "synthetic dataset",
+                "sklearnex spmd implementation",
+		        "large scale strong 32 parameters",
+                "spmd dbscan parameters"
+            ]
+        }
+    }
+}

configs/spmd/large_scale/kmeans_strong.json

@@ -23,7 +23,7 @@
             "SETS": [
                 "synthetic data",
                 "sklearnex spmd implementation",
-                "large scale strong 2k parameters",
+                "large scale strong 32 parameters",
                 "spmd kmeans parameters"
             ]
         }