Transition default GPU data format from dpctl to dpnp

Author: ethanglaser

configs/common/sklearn.json

@@ -19,7 +19,7 @@
                 "estimator_params": { "n_jobs": "[REMOVE]" }
             },
             "data": {
-                "format": "dpctl",
+                "format": "dpnp",
                 "order": "C",
                 "distributed_split": "rank_based"
             },

sklbench/benchmarks/sklearn_estimator.py

@@ -363,7 +363,7 @@ def dataframe_function(x):
             for i in range(n_batches):
                 method_instance(x.iloc[i * batch_size : (i + 1) * batch_size])
 
-    if "ndarray" in str(type(data_args[0])):
+    if "array" in str(type(data_args[0])):
         return ndarray_function
     elif "DataFrame" in str(type(data_args[0])):
         return dataframe_function