merge reduce mean to test_bert branch

test/gpu/miopen.cpp

@@ -612,7 +612,7 @@ struct test_softmax : verify_program<test_softmax<Axis, T>>
     migraphx::program create_program() const
     {
         migraphx::program p;
-        migraphx::shape s{migraphx::shape::float_type, {2, 4, 1026, 6}};
+        migraphx::shape s{T, {512, 4, 1067, 6}};
         auto param = p.add_parameter("0", s);
         p.add_instruction(migraphx::op::softmax{Axis}, param);
 
@@ -3513,4 +3513,40 @@ struct test_reduce_sum_half : verify_program<test_reduce_sum_half>
     };
 };
 
+struct test_reduce_mean : verify_program<test_reduce_mean>
+{
+    migraphx::program create_program() const
+    {
+        migraphx::program p;
+        migraphx::shape s{migraphx::shape::float_type, {3, 9, 4, 3}};
+        auto x = p.add_parameter("x", s);
+        p.add_instruction(migraphx::op::reduce_mean{{1}}, x);
+        return p;
+    };
+};
+
+struct test_reduce_mean_int : verify_program<test_reduce_mean_int>
+{
+    migraphx::program create_program() const
+    {
+        migraphx::program p;
+        migraphx::shape s{migraphx::shape::int32_type, {3, 1024, 8, 8}};
+        auto x = p.add_parameter("x", s);
+        p.add_instruction(migraphx::op::reduce_mean{{1}}, x);
+        return p;
+    };
+};
+
+struct test_reduce_mean_half : verify_program<test_reduce_mean_half>
+{
+    migraphx::program create_program() const
+    {
+        migraphx::program p;
+        migraphx::shape s{migraphx::shape::half_type, {3, 1024, 8, 8}};
+        auto x = p.add_parameter("x", s);
+        p.add_instruction(migraphx::op::reduce_mean{{2}}, x);
+        return p;
+    };
+};
+
 int main(int argc, const char* argv[]) { test::run(argc, argv); }

test/onnx/onnx_test.cpp

@@ -848,6 +848,27 @@ TEST_CASE(reducesum_test3)
     EXPECT(p == prog);
 }
 
+TEST_CASE(reducemean_test1)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("x", migraphx::shape{migraphx::shape::float_type, {3, 4, 5, 6}});
+    auto l1 = p.add_instruction(migraphx::op::reduce_mean{{2, 3}}, l0);
+    p.add_instruction(migraphx::op::squeeze{{2, 3}}, l1);
+    auto prog = migraphx::parse_onnx("reducemean_test1.onnx");
+
+    EXPECT(p == prog);
+}
+
+TEST_CASE(reducemean_test2)
+{
+    migraphx::program p;
+    auto l0 = p.add_parameter("x", migraphx::shape{migraphx::shape::float_type, {3, 4, 5, 6}});
+    p.add_instruction(migraphx::op::reduce_mean{{2}}, l0);
+    auto prog = migraphx::parse_onnx("reducemean_test2.onnx");
+
+    EXPECT(p == prog);
+}
+
 TEST_CASE(clip_test)
 {
     migraphx::program p;

test/onnx/reducemean_test2.onnx

+reducemean-example:}
+0
+
x
y"
+ReduceMean*
+axes@
*
+keepdims

test_reducemeanZ
+
x
+

+
+
+
+b
+
y
+

+
+
+

+B

test/op_shape_test.cpp

@@ -390,37 +390,97 @@ TEST_CASE(softmax) { test_softmax_variations<migraphx::op::softmax>(); }
 
 TEST_CASE(logsoftmax) { test_softmax_variations<migraphx::op::logsoftmax>(); }
 
-template <class T>
-void test_argop_var()
+TEST_CASE(test_argmax)
+{
+    {
+        migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {1, 3, 4, 5}},
+                     migraphx::op::argmax{0},
+                     input);
+    }
+
+    {
+        migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 1, 4, 5}},
+                     migraphx::op::argmax{1},
+                     input);
+    }
+
+    {
+        migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 1, 5}},
+                     migraphx::op::argmax{2},
+                     input);
+    }
+
+    {
+        migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 4, 1}},
+                     migraphx::op::argmax{3},
+                     input);
+    }
+
+    {
+        migraphx::shape input{migraphx::shape::float_type, {2, 3, 4, 5}};
+        throws_shape(migraphx::op::argmax{4}, input);
+    }
+}
+
+TEST_CASE(test_argmin)
 {
     {
         migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
-        expect_shape(migraphx::shape{migraphx::shape::int64_type, {1, 3, 4, 5}}, T{0}, input);
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {1, 3, 4, 5}},
+                     migraphx::op::argmin{0},
+                     input);
     }
 
     {
         migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
-        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 1, 4, 5}}, T{1}, input);
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 1, 4, 5}},
+                     migraphx::op::argmin{1},
+                     input);
     }
 
     {
         migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
-        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 1, 5}}, T{2}, input);
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 1, 5}},
+                     migraphx::op::argmin{2},
+                     input);
     }
 
     {
         migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
-        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 4, 1}}, T{3}, input);
+        expect_shape(migraphx::shape{migraphx::shape::int64_type, {2, 3, 4, 1}},
+                     migraphx::op::argmin{3},
+                     input);
+    }
+
+    {
+        migraphx::shape input{migraphx::shape::float_type, {2, 3, 4, 5}};
+        throws_shape(migraphx::op::argmin{4}, input);
     }
+}
 
+template <class T>
+void test_reduce_ops()
+{
+    {
+        migraphx::shape input{migraphx::shape::float_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::float_type, {2, 3, 1, 1}}, T{{2, 3}}, input);
+    }
+    {
+        migraphx::shape input{migraphx::shape::float_type, {2, 3, 4, 5}};
+        expect_shape(migraphx::shape{migraphx::shape::float_type, {1, 3, 4, 5}}, T{{0}}, input);
+    }
     {
         migraphx::shape input{migraphx::shape::float_type, {2, 3, 4, 5}};
-        throws_shape(T{4}, input);
+        throws_shape(T{{4}}, input);
     }
 }
 
-TEST_CASE(argmax) { test_argop_var<migraphx::op::argmax>(); }
-TEST_CASE(argmin) { test_argop_var<migraphx::op::argmin>(); }
+TEST_CASE(reduce_sum) { test_reduce_ops<migraphx::op::reduce_sum>(); }
+TEST_CASE(reduce_mean) { test_reduce_ops<migraphx::op::reduce_mean>(); }
 
 // 2 inputs arguments
 TEST_CASE(matmul)