knn bf16

Author: md-shafiul-alam

configs/regular/bf16/knn.json

@@ -17,17 +17,23 @@
         },
         "synthetic classification data": {
             "data": [
-		        { "source": "make_classification", "split_kwargs": { "train_size": 500000, "test_size": 50000 },   "generation_kwargs": {  "n_samples": 550000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
+		        { "source": "make_classification", "split_kwargs": { "train_size": 50000, "test_size": 1000 },   "generation_kwargs": {  "n_samples": 51000,  "n_features": 100, "n_classes": 2,  "n_informative": "[SPECIAL_VALUE]0.5" } }
             ]
-        }	
+        },
+        "synthetic regression data": {
+            "data": [
+		        { "source": "make_regression", "split_kwargs": { "train_size": 50000, "test_size": 1000 },   "generation_kwargs": {  "n_samples": 51000,  "n_features": 100, "noise":1.5 } }
+            ]
+        }
     },
     "TEMPLATES": {
         "sklearn brute knn clsf": {
             "SETS": [
                 "sklearn-ex[gpu] implementations",
                 "common knn parameters",
                 "sklearn knn parameters",
-                "synthetic classification data"
+                "synthetic classification data",
+                "synthetic regression data"
             ]
         }
     }