basic stat single

Author: md-shafiul-alam

configs/spmd/large_scale/basic_stats_single.json

@@ -0,0 +1,30 @@
+{
+    "INCLUDE": ["../../common/sklearn.json", "../../spmd/stats_covariance.json", "large_scale.json"],
+    "PARAMETERS_SETS": {
+        "spmd basicstats parameters": {
+            "algorithm": {
+                "estimator": "BasicStatistics",
+                "estimator_methods": { "training": "fit" }
+            },
+	    "data": {
+		"split_kwargs": { "test_size": 0.0001 }
+	    }
+        },
+        "synthetic data": {
+            "data": [
+                { "source": "make_blobs", "generation_kwargs": { "n_samples": 10000000,  "n_features": 10, "centers": 1 } },
+		        { "source": "make_blobs", "generation_kwargs": { "n_samples": 100000,  "n_features": 1000, "centers": 1 } }
+            ]
+        }
+    },
+    "TEMPLATES": {
+        "basicstats": {
+            "SETS": [
+                "sklearnex spmd implementation",
+                "large scale one node parameters",
+		        "synthetic data",
+                "spmd basicstats parameters"
+            ]
+        }
+    }
+}