【SCU】[Paddle TensorRT No.28] Add pd_op.logical_xor converter (#70170)

* test

* test

* test

* test

Author: kineast

paddle/fluid/pir/transforms/tensorrt/trt_op_marker_pass.cc

@@ -1227,6 +1227,8 @@ class LogicalCommonOpPattern : public pir::OpRewritePattern<OpType> {
     return true;
   }
 };
+using LogicalXorOpPattern =
+    LogicalCommonOpPattern<paddle::dialect::LogicalXorOp>;
 using LogicalOrOpPattern = LogicalCommonOpPattern<paddle::dialect::LogicalOrOp>;
 using LogicalOr_OpPattern =
     LogicalCommonOpPattern<paddle::dialect::LogicalOr_Op>;
@@ -2268,6 +2270,7 @@ class TrtOpMarkerPass : public pir::PatternRewritePass {
     ps.Add(std::make_unique<SetValueWithTensor_OpPattern>(context));
     ps.Add(std::make_unique<EqualOpPattern>(context));
     ps.Add(std::make_unique<NotEqualOpPattern>(context));
+    ps.Add(std::make_unique<LogicalXorOpPattern>(context));
     ps.Add(std::make_unique<TanhOpPattern>(context));
     ps.Add(std::make_unique<CeluOpPattern>(context));
     ps.Add(std::make_unique<OneHotOpPattern>(context));

python/paddle/tensorrt/impls/logic.py

@@ -23,6 +23,7 @@
     "pd_op.greater_than": trt.ElementWiseOperation.GREATER,
     "pd_op.less_than": trt.ElementWiseOperation.LESS,
     "pd_op.equal": trt.ElementWiseOperation.EQUAL,
+    "pd_op.logical_xor": trt.ElementWiseOperation.XOR,
     "pd_op.logical_or": trt.ElementWiseOperation.OR,
     "pd_op.logical_or_": trt.ElementWiseOperation.OR,
     "pd_op.logical_and": trt.ElementWiseOperation.AND,
@@ -32,6 +33,7 @@
 @converter_registry.register("pd_op.greater_than", trt_version="8.x")
 @converter_registry.register("pd_op.less_than", trt_version="8.x")
 @converter_registry.register("pd_op.equal", trt_version="8.x")
+@converter_registry.register("pd_op.logical_xor", trt_version="8.x")
 @converter_registry.register("pd_op.logical_or", trt_version="8.x")
 @converter_registry.register("pd_op.logical_or_", trt_version="8.x")
 @converter_registry.register("pd_op.logical_and", trt_version="8.x")

test/tensorrt/test_converter_logic.py

@@ -257,5 +257,44 @@ def test_trt_result(self):
         self.check_marker(expected_result=False)
 
 
+class TestLogicalXorTRTPattern(TensorRTBaseTest):
+    def setUp(self):
+        self.python_api = paddle.logical_xor
+
+    def test_trt_result(self):
+        self.api_args = {
+            "x": np.random.choice([True, False], size=(3,)).astype("bool"),
+            "y": np.random.choice([True, False], size=(3,)).astype("bool"),
+        }
+        self.program_config = {"feed_list": ["x", "y"]}
+        self.min_shape = {"x": [1], "y": [1]}
+        self.max_shape = {"x": [5], "y": [5]}
+        self.check_trt_result()
+
+    def test_trt_diff_shape_result(self):
+        self.api_args = {
+            "x": np.random.choice([True, False], size=(2, 3)).astype("bool"),
+            "y": np.random.choice([True, False], size=(3)).astype("bool"),
+        }
+        self.program_config = {"feed_list": ["x", "y"]}
+        self.min_shape = {"x": [1, 3], "y": [3]}
+        self.max_shape = {"x": [4, 3], "y": [3]}
+        self.check_trt_result()
+
+
+class TestLogicalXorMarker(TensorRTBaseTest):
+    def setUp(self):
+        self.python_api = paddle.logical_xor
+        self.api_args = {
+            "x": np.random.randn(3).astype("int64"),
+            "y": np.random.randn(3).astype("int64"),
+        }
+        self.program_config = {"feed_list": ["x", "y"]}
+        self.target_marker_op = "pd_op.logical_xor"
+
+    def test_trt_result(self):
+        self.check_marker(expected_result=False)
+
+
 if __name__ == '__main__':
     unittest.main()