fix: skip unsupported datatypes for SYCL device

Author: jharlow-intel

benchmarks/benchmarks/benchmark_utils.py

@@ -0,0 +1,15 @@
+from asv_runner.benchmarks.mark import SkipNotImplemented
+
+
+def skip_unsupported_datatype(queue, dtype):
+    """
+    Skip the benchmark if the device does not support the given data type.
+    """
+    if (
+        (dtype.name == "float64" or dtype.name == "complex128")
+        and not queue.sycl_device.has_aspect_fp64
+    ) or (dtype.name == "float16" and not queue.sycl_device.has_aspect_fp16):
+        raise SkipNotImplemented(
+            f"Skipping benchmark for {dtype.name} on this device"
+            + " as it is not supported."
+        )

benchmarks/benchmarks/binary.py

@@ -1,6 +1,8 @@
 import dpctl
 import dpctl.tensor as dpt
 
+from . import benchmark_util as bench_utils
+
 SHARED_QUEUE = dpctl.SyclQueue(property="enable_profiling")
 
 
@@ -112,6 +114,7 @@ def generate_benchmark_functions():
             method_name = f"time_{fn_name}_{dtype1.name}_{dtype2.name}"
 
             def benchmark_method(self, fn=fn, dtype1=dtype1, dtype2=dtype2):
+                bench_utils.skip_unsupported_datatype(self.q, dtype1)
                 return self.run_bench(
                     self.q,
                     self.iterations,
@@ -121,8 +124,8 @@ def benchmark_method(self, fn=fn, dtype1=dtype1, dtype2=dtype2):
                     fn,
                 )
 
-            # Attach the new method to the Binary class
             benchmark_method.__name__ = method_name
+            # Attach the new method to the Binary class
             setattr(Binary, method_name, benchmark_method)