Merge branch 'develop' into enable_navi_32_ci

test/op_shape_test.cpp

@@ -88,6 +88,13 @@ TEST_CASE(allocate_static)
     expect_shape(out_shape, migraphx::make_op("allocate", {{"shape", to_value(out_shape)}}));
 }
 
+TEST_CASE(allocate_static_input_error)
+{
+    migraphx::shape input{migraphx::shape::int64_type, {3}};
+    migraphx::shape out_shape{migraphx::shape::float_type, {2, 3, 4}};
+    expect_shape(out_shape, migraphx::make_op("allocate", {{"shape", to_value(out_shape)}}), input);
+}
+
 TEST_CASE(allocate_dyn)
 {
     migraphx::shape input{migraphx::shape::int64_type, {2}};
@@ -109,6 +116,14 @@ TEST_CASE(allocate_dyn_with_shape_attr)
                  input);
 }
 
+TEST_CASE(allocate_dyn_no_input_error)
+{
+    migraphx::shape shape_attr{migraphx::shape::float_type,
+                               {{1, 4}, {3, 3}, {4, 8, {4, 6}}, {4, 8}, {4, 6}}};
+    expect_shape(shape_attr,
+                 migraphx::make_op("allocate", {{"shape", migraphx::to_value(shape_attr)}}));
+}
+
 TEST_CASE(argmax_axis0)
 {
     migraphx::shape input{migraphx::shape::half_type, {2, 3, 4, 5}};
@@ -2524,13 +2539,21 @@ TEST_CASE(reshape_shape)
         migraphx::shape output{migraphx::shape::float_type, lens};
         expect_shape(output, migraphx::make_op("reshape", {{"dims", new_shape}}), input);
     }
+}
 
+TEST_CASE(reshape_shape_invalid)
+{
+    migraphx::shape input{migraphx::shape::float_type, {24, 1, 1, 1}};
     for(auto&& new_shape :
         std::vector<std::vector<int64_t>>{{8, 3, 2, 2}, {1, 3, -1, -1}, {3, 0}, {3, 2}})
     {
         throws_shape(migraphx::make_op("reshape", {{"dims", new_shape}}), input);
     }
+}
 
+TEST_CASE(reshape_shape_minus1_reshapes)
+{
+    migraphx::shape input{migraphx::shape::float_type, {24, 1, 1, 1}};
     std::vector<std::pair<std::vector<int64_t>, migraphx::shape>> minus1_tests{
         {{2, -1, 3}, {migraphx::shape::float_type, {2, 4, 3}}},
         {{0, -1, 0}, {migraphx::shape::float_type, {24, 1, 1}}},
@@ -2654,11 +2677,11 @@ TEST_CASE(reshape_broadcast_squeeze)
     expect_shape(output, migraphx::make_op("reshape", {{"dims", output.lens()}}), input);
 }
 
-TEST_CASE(reshape_broadcast_squeeze_error)
+TEST_CASE(reshape_broadcast_squeeze_memlayout_change)
 {
     migraphx::shape input{migraphx::shape::float_type, {2, 16, 16, 1280}, {0, 0, 0, 1}};
-    std::vector<int64_t> new_shape = {2, 16, 20480};
-    throws_shape(migraphx::make_op("reshape", {{"dims", new_shape}}), input);
+    migraphx::shape output{migraphx::shape::float_type, {2, 16, 256, 80}, {0, 0, 0, 16}};
+    expect_shape(output, migraphx::make_op("reshape", {{"dims", output.lens()}}), input);
 }
 
 TEST_CASE(reshape_dyn_shape)
@@ -2706,6 +2729,199 @@ TEST_CASE(reshape_non_fixed_not_matching_error)
     throws_shape(migraphx::make_op("reshape", {{"dims", new_shape}}), input);
 }
 
+TEST_CASE(reshape_lazy_shape)
+{
+    migraphx::shape input{migraphx::shape::float_type, {24, 1, 1, 1}};
+    for(auto&& new_shape :
+        std::vector<std::vector<int64_t>>{{8, 3, 1, 1}, {1, 3, 4, 2}, {1, 3, 4, 2}})
+    {
+        std::vector<std::size_t> lens(new_shape.size());
+        std::copy(new_shape.begin(), new_shape.end(), lens.begin());
+        migraphx::shape output{migraphx::shape::float_type, lens};
+        expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+    }
+
+    for(auto&& new_shape :
+        std::vector<std::vector<int64_t>>{{8, 3, 2, 2}, {1, 3, -1, -1}, {3, 0}, {3, 2}})
+    {
+        throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+    }
+
+    std::vector<std::pair<std::vector<int64_t>, migraphx::shape>> minus1_tests{
+        {{2, -1, 3}, {migraphx::shape::float_type, {2, 4, 3}}},
+        {{0, -1, 0}, {migraphx::shape::float_type, {24, 1, 1}}},
+        {{2, -1, 0}, {migraphx::shape::float_type, {2, 12, 1}}},
+        {{0, 0, -1}, {migraphx::shape::float_type, {24, 1, 1}}},
+        {{2, 0, -1}, {migraphx::shape::float_type, {2, 1, 12}}},
+        {{-1, 2, 3}, {migraphx::shape::float_type, {4, 2, 3}}},
+        {{-1, 0, 3}, {migraphx::shape::float_type, {8, 1, 3}}},
+        {{-1, 0, 0}, {migraphx::shape::float_type, {24, 1, 1}}},
+        {{-1, 3, 0}, {migraphx::shape::float_type, {8, 3, 1}}}};
+
+    for(auto& it : minus1_tests)
+    {
+        expect_shape(it.second, migraphx::make_op("reshape_lazy", {{"dims", it.first}}), input);
+    }
+}
+
+// This uses the permutation to compute the reshape_lazy since its simpler than
+// trying to calculate strides. As we collapse or expand dimensions, we
+// remove the collapsed dimensions or duplicate the expanded dimensions in
+// the permutation. Then we renumber the permutation. So for dimensions of 4,
+// 24, 1, 1, 1 with a permutation of 1, 0, 2, 3, 4 that reshape_lazys to 4, 1, 3,
+// 4, 2, we first remove the collapsed dimensions or duplicate the expanded
+// dimensions which gives 1, 0, 0, 0, 0. Then after renumbering we get a
+// final permutation of 4, 0, 1, 2, 3.
+TEST_CASE(reshape_lazy_nonstandard)
+{
+    auto input = migraphx::shape::from_permutation(migraphx::shape::float_type,
+                                                   {4, 24, 1, 1, 1},
+                                                   migraphx::invert_permutation({1, 0, 2, 3, 4}));
+    std::vector<std::pair<std::vector<std::size_t>, std::vector<int64_t>>> tests{
+        {{4, 24}, {1, 0}},
+        {{4, 24, 1, 1, 1, 1}, {1, 0, 2, 3, 4, 5}},
+        {{4, 8, 3, 1, 1}, {2, 0, 1, 3, 4}},
+        {{4, 1, 3, 4, 2}, {4, 0, 1, 2, 3}},
+        {{4, 1, 4, 3, 2}, {4, 0, 1, 2, 3}},
+        {{4, 2, 4, 3}, {3, 0, 1, 2}},
+        {{4, 2, 12, 1}, {2, 0, 1, 3}},
+        {{4, 2, 1, 12}, {3, 0, 1, 2}},
+        {{4, 4, 2, 3}, {3, 0, 1, 2}},
+        {{4, 8, 1, 3}, {3, 0, 1, 2}},
+        {{4, 8, 3, 1}, {2, 0, 1, 3}}};
+
+    for(const auto& [dims, perm] : tests)
+    {
+        migraphx::shape output = migraphx::shape::from_permutation(
+            migraphx::shape::float_type, dims, migraphx::invert_permutation(perm));
+        expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", dims}}), input);
+    }
+}
+
+TEST_CASE(reshape_lazy_nonstandard_squeeze)
+{
+    auto input = migraphx::shape::from_permutation(
+        migraphx::shape::float_type, {2, 16, 16, 1280}, migraphx::invert_permutation({0, 2, 3, 1}));
+    std::vector<std::size_t> lens = {2, 256, 1280};
+    migraphx::shape output        = migraphx::shape::from_permutation(
+        migraphx::shape::float_type, lens, migraphx::invert_permutation({0, 2, 1}));
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", lens}}), input);
+}
+
+TEST_CASE(reshape_lazy_nonstandard_error)
+{
+    auto input = migraphx::shape::from_permutation(migraphx::shape::float_type,
+                                                   {4, 24, 1, 1, 1},
+                                                   migraphx::invert_permutation({1, 0, 2, 3, 4}));
+    for(auto&& new_shape : std::vector<std::vector<int64_t>>{{4, 8, 3, 2, 2},
+                                                             {1},
+                                                             {4, 8, 4},
+                                                             {4, 24, 1, 1, 1, 1, 2},
+                                                             {8, 4, 4},
+                                                             {4, 1, 3, -1, -1},
+                                                             {4, 3, 0},
+                                                             {4, 3, 2},
+                                                             {3, 0},
+                                                             {3, 2}})
+    {
+        throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+    }
+}
+
+TEST_CASE(reshape_lazy_nonpacked_unsqueeze1)
+{
+    migraphx::shape input{migraphx::shape::float_type, {4, 16}, {32, 2}};
+    migraphx::shape output{migraphx::shape::float_type, {4, 2, 8}, {32, 16, 2}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_nonpacked_unsqueeze2)
+{
+    migraphx::shape input{migraphx::shape::float_type, {4, 16}, {32, 2}};
+    migraphx::shape output{migraphx::shape::float_type, {2, 2, 16}, {64, 32, 2}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_nonpacked_squeeze)
+{
+    migraphx::shape input{migraphx::shape::float_type, {4, 16}, {32, 2}};
+    migraphx::shape output{migraphx::shape::float_type, {64}, {2}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_broadcast_unsqueeze1)
+{
+    migraphx::shape input{migraphx::shape::float_type, {2, 256, 1280}, {0, 0, 1}};
+    migraphx::shape output{migraphx::shape::float_type, {2, 16, 16, 1280}, {0, 0, 0, 1}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_broadcast_unsqueeze2)
+{
+    migraphx::shape input{migraphx::shape::float_type, {2, 256, 1280}, {0, 0, 1}};
+    migraphx::shape output{migraphx::shape::float_type, {2, 256, 16, 80}, {0, 0, 80, 1}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_broadcast_squeeze)
+{
+    migraphx::shape input{migraphx::shape::float_type, {2, 16, 16, 1280}, {0, 0, 0, 1}};
+    migraphx::shape output{migraphx::shape::float_type, {2, 256, 1280}, {0, 0, 1}};
+    expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", output.lens()}}), input);
+}
+
+TEST_CASE(reshape_lazy_broadcast_squeeze_error)
+{
+    migraphx::shape input{migraphx::shape::float_type, {2, 16, 16, 1280}, {0, 0, 0, 1}};
+    std::vector<int64_t> new_shape = {2, 16, 20480};
+    throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+}
+
+TEST_CASE(reshape_lazy_dyn_shape)
+{
+    migraphx::shape input{migraphx::shape::float_type, {{1, 4}, {24, 24}, {1, 1}, {1, 1}}};
+    for(auto&& new_shape : std::vector<std::vector<int64_t>>{
+            {-1, 1, 1, 24}, {0, 8, 3, 1}, {-1, 3, 4, 2}, {0, 2, 4, 3}})
+    {
+        std::vector<migraphx::shape::dynamic_dimension> out_dyn_dims{};
+        for(std::size_t i = 0; i < new_shape.size(); ++i)
+        {
+            if(new_shape[i] == 0 or new_shape[i] == -1)
+            {
+                out_dyn_dims.push_back(input.dyn_dims().at(i));
+            }
+            else
+            {
+                std::size_t d = new_shape[i];
+                out_dyn_dims.push_back({d, d});
+            }
+        }
+        migraphx::shape output{migraphx::shape::float_type, out_dyn_dims};
+        expect_shape(output, migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+    }
+}
+
+TEST_CASE(reshape_lazy_multiple_non_fixed_error)
+{
+    migraphx::shape input{migraphx::shape::float_type, {{1, 4}, {24, 24}, {10, 20}, {1, 1}}};
+    std::vector<int64_t> new_shape = {0, 1, 0, 24};
+    throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+}
+
+TEST_CASE(reshape_lazy_fixed_ele_not_matching_error)
+{
+    migraphx::shape input{migraphx::shape::float_type, {{1, 4}, {24, 24}, {10, 10}, {1, 1}}};
+    std::vector<int64_t> new_shape = {0, 1, 5, 24};
+    throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+}
+
+TEST_CASE(reshape_lazy_non_fixed_not_matching_error)
+{
+    migraphx::shape input{migraphx::shape::float_type, {{1, 4}, {24, 24}, {1, 1}, {1, 1}}};
+    std::vector<int64_t> new_shape = {2, 1, 1, 24};
+    throws_shape(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input);
+}
+
 TEST_CASE(return_shape_tuple)
 {
     using migraphx::shape;

test/quantization.cpp

@@ -83,7 +83,7 @@ TEST_CASE(param_add)
         auto hs  = mm->add_instruction(migraphx::make_op("add"), hp1, hp2);
         auto fs  = mm->add_instruction(
             migraphx::make_op("convert",
-                              {{"target_type", migraphx::to_value(migraphx::shape::float_type)}}),
+                               {{"target_type", migraphx::to_value(migraphx::shape::float_type)}}),
             hs);
         if(add_return)
         {
@@ -1013,7 +1013,7 @@ TEST_CASE(target_copy)
         std::vector<float> orig_result;
         run_prog(p, ref_t, m, orig_result);
 
-        EXPECT(migraphx::verify::verify_range(ref_result, orig_result));
+        EXPECT(migraphx::verify::verify_rms_range(ref_result, orig_result));
     }
 }
 
@@ -1077,7 +1077,10 @@ TEST_CASE(int8_quantization_dot)
         std::vector<float> no_quant_result;
         run_prog(p, ref_t, m, no_quant_result);
 
-        EXPECT(migraphx::verify::verify_range(quant_result, no_quant_result, 30000));
+        EXPECT(migraphx::verify::verify_range_with_tolerance(
+            quant_result,
+            migraphx::verify::expected{no_quant_result},
+            migraphx::verify::tolerance{0.003}));
     }
 }
 
@@ -1122,7 +1125,7 @@ TEST_CASE(int8_quantization_conv)
         std::vector<float> no_quant_result;
         run_prog(p, ref_t, no_quant_result);
 
-        EXPECT(migraphx::verify::verify_range(quant_result, no_quant_result));
+        EXPECT(migraphx::verify::verify_rms_range(quant_result, no_quant_result));
     }
 }
 
@@ -1274,7 +1277,7 @@ TEST_CASE(test_op_capture)
     cap_res.visit([&](auto output) { cap_vec.assign(output.begin(), output.end()); });
     res.visit([&](auto output) { vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(vec, cap_vec));
+    EXPECT(migraphx::verify::verify_rms_range(vec, cap_vec));
 }
 
 int main(int argc, const char* argv[]) { test::run(argc, argv); }

test/ref/abs.cpp

@@ -42,7 +42,7 @@ TEST_CASE(abs_test)
     std::vector<float> results_vector(4);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold{1, 2, 3, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(abs_dyn_test)
@@ -62,5 +62,5 @@ TEST_CASE(abs_dyn_test)
     std::vector<float> results_vector(4);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold{1, 2, 3, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/acos.cpp

@@ -45,7 +45,7 @@ TEST_CASE(acos_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acosf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(acos_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(acos_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acosf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/acosh.cpp

@@ -45,7 +45,7 @@ TEST_CASE(acosh_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acoshf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(acosh_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(acosh_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acoshf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/add.cpp

@@ -51,7 +51,7 @@ TEST_CASE(add_broadcast_test)
     std::vector<float> results_vector(12);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0, 1, 2, 2, 3, 4, 4, 5, 6, 6, 7, 8};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(add_multibroadcast_test)
@@ -75,7 +75,7 @@ TEST_CASE(add_multibroadcast_test)
     std::vector<float> results_vector(12);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0, 1, 2, 2, 3, 4, 4, 5, 6, 6, 7, 8};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(add_test)
@@ -91,7 +91,7 @@ TEST_CASE(add_test)
     std::vector<float> results_vector(3);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0, 2, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(add_dyn_test)
@@ -115,7 +115,7 @@ TEST_CASE(add_dyn_test)
     std::vector<float> results_vector(3);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0, 2, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(fp16_test)
@@ -134,7 +134,7 @@ TEST_CASE(fp16_test)
     std::vector<migraphx::half> results_vector(1);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<migraphx::half> gold{c};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(fp32_fp16_test)
@@ -159,7 +159,7 @@ TEST_CASE(fp32_fp16_test)
         auto result = p.eval({}).back();
         std::vector<float> res;
         result.visit([&](auto output) { res.assign(output.begin(), output.end()); });
-        EXPECT(migraphx::verify::verify_range(res, gold_res));
+        EXPECT(migraphx::verify::verify_rms_range(res, gold_res));
     };
 
     test_case({"all"});

test/ref/argmax.cpp

@@ -47,7 +47,7 @@ TEST_CASE(argmax_test_0)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmax_test_1)
@@ -66,7 +66,7 @@ TEST_CASE(argmax_test_1)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmax_test_2)
@@ -85,7 +85,7 @@ TEST_CASE(argmax_test_2)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmax_test_neg_2)
@@ -104,7 +104,7 @@ TEST_CASE(argmax_test_neg_2)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmax_dyn_test)
@@ -126,7 +126,7 @@ TEST_CASE(argmax_dyn_test)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
     std::vector<int64_t> res_gold = {0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 1};
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmax_test_nonstd_shape)
@@ -145,5 +145,5 @@ TEST_CASE(argmax_test_nonstd_shape)
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
     std::vector<int64_t> res_gold_vec;
     res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold_vec));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold_vec));
 }

test/ref/argmin.cpp

@@ -47,7 +47,7 @@ TEST_CASE(argmin_test_0)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmin_test_1)
@@ -66,7 +66,7 @@ TEST_CASE(argmin_test_1)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmin_test_2)
@@ -85,7 +85,7 @@ TEST_CASE(argmin_test_2)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmin_test_neg_1)
@@ -104,7 +104,7 @@ TEST_CASE(argmin_test_neg_1)
     std::vector<int64_t> result_vec;
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
 
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold));
 }
 
 TEST_CASE(argmin_test_nonstd_shape)
@@ -123,5 +123,5 @@ TEST_CASE(argmin_test_nonstd_shape)
     result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); });
     std::vector<int64_t> res_gold_vec;
     res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(result_vec, res_gold_vec));
+    EXPECT(migraphx::verify::verify_rms_range(result_vec, res_gold_vec));
 }

test/ref/asin.cpp

@@ -45,7 +45,7 @@ TEST_CASE(asin_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(asin_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(asin_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/asinh.cpp

@@ -45,7 +45,7 @@ TEST_CASE(asinh_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinhf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(asinh_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(asinh_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinhf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/atan.cpp

@@ -45,7 +45,7 @@ TEST_CASE(atan_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(atan_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(atan_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/atanh.cpp

@@ -45,7 +45,7 @@ TEST_CASE(atanh_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanhf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(atanh_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(atanh_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanhf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/broadcast.cpp

@@ -114,6 +114,6 @@ TEST_CASE(isnan_broadcast_test)
     auto result = p.eval({}).back();
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    std::vector<float> correct = {0, 0, 0, 0, 1, 1};
-    EXPECT(migraphx::verify::verify_range(results_vector, correct));
+    std::vector<float> gold = {0, 0, 0, 0, 1, 1};
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/ceil.cpp

@@ -45,7 +45,7 @@ TEST_CASE(ceil_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(ceil_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(ceil_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/clip.cpp

@@ -48,7 +48,7 @@ TEST_CASE(clip_test)
     std::vector<float> results_vector(3);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0.0, 0.0, 6.0};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(clip_dyn_test)
@@ -73,5 +73,5 @@ TEST_CASE(clip_dyn_test)
     std::vector<float> results_vector(3);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0.0, 0.0, 6.0};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/concat.cpp

@@ -50,11 +50,11 @@ TEST_CASE(concat_test_1)
     std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
     std::vector<int> results_vector(2 * 6);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
-                                          std::vector<std::size_t>({2, 6})));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
-                                          std::vector<std::size_t>({6, 1})));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
+                                              std::vector<std::size_t>({2, 6})));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
+                                              std::vector<std::size_t>({6, 1})));
 }
 
 TEST_CASE(concat_test_2)
@@ -77,11 +77,11 @@ TEST_CASE(concat_test_2)
     std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
     std::vector<int> results_vector(2 * 6);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
-                                          std::vector<std::size_t>({2, 6})));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
-                                          std::vector<std::size_t>({6, 1})));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
+                                              std::vector<std::size_t>({2, 6})));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
+                                              std::vector<std::size_t>({6, 1})));
 }
 
 TEST_CASE(concat_test_3)
@@ -104,11 +104,11 @@ TEST_CASE(concat_test_3)
     std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
     std::vector<int> results_vector(6 * 2);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
-                                          std::vector<std::size_t>({6, 2})));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
-                                          std::vector<std::size_t>({2, 1})));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
+                                              std::vector<std::size_t>({6, 2})));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
+                                              std::vector<std::size_t>({2, 1})));
 }
 
 TEST_CASE(concat_test_4)
@@ -131,11 +131,11 @@ TEST_CASE(concat_test_4)
     std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
     std::vector<int> results_vector(6 * 2);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
-                                          std::vector<std::size_t>({6, 2})));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().strides(),
-                                          std::vector<std::size_t>({2, 1})));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
+                                              std::vector<std::size_t>({6, 2})));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
+                                              std::vector<std::size_t>({2, 1})));
 }
 
 TEST_CASE(concat_dyn_test)
@@ -169,7 +169,7 @@ TEST_CASE(concat_dyn_test)
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
 
     std::vector<float> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
-    EXPECT(migraphx::verify::verify_range(result.get_shape().lens(),
-                                          std::vector<std::size_t>({6, 2})));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
+                                              std::vector<std::size_t>({6, 2})));
 }

test/ref/contiguous.cpp

@@ -50,7 +50,7 @@ TEST_CASE(contiguous_test)
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
 
     std::vector<float> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(contiguous_param_test)
@@ -74,7 +74,7 @@ TEST_CASE(contiguous_param_test)
     std::vector<float> results_vector(12);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold = {0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(contiguous_dyn_test)
@@ -100,5 +100,5 @@ TEST_CASE(contiguous_dyn_test)
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
 
     std::vector<float> gold = {0, 3, 6, 9, 1, 4, 7, 10, 2, 5, 8, 11};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/convolution_backwards.cpp

@@ -52,7 +52,7 @@ TEST_CASE(convolution_backwards_1d)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_2d)
@@ -75,7 +75,7 @@ TEST_CASE(convolution_backwards_2d)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_3d)
@@ -113,7 +113,7 @@ TEST_CASE(convolution_backwards_3d)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_padding1)
@@ -139,7 +139,7 @@ TEST_CASE(convolution_backwards_padding1)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_padding2)
@@ -165,7 +165,7 @@ TEST_CASE(convolution_backwards_padding2)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_2stride)
@@ -192,7 +192,7 @@ TEST_CASE(convolution_backwards_2stride)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_2dilation)
@@ -219,7 +219,7 @@ TEST_CASE(convolution_backwards_2dilation)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_dyn_batch1)
@@ -247,7 +247,7 @@ TEST_CASE(convolution_backwards_dyn_batch1)
                             27, 15, 9, 20, 33, 24, 13, 6,  13, 21, 15, 8};
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(convolution_backwards_dyn_batch2)
@@ -288,5 +288,5 @@ TEST_CASE(convolution_backwards_dyn_batch2)
 
     std::vector<float> results_vector;
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/cos.cpp

@@ -45,7 +45,7 @@ TEST_CASE(cos_test)
     std::vector<float> gold = data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(cos_dyn_test)
@@ -68,5 +68,5 @@ TEST_CASE(cos_dyn_test)
     std::vector<float> gold = input_data;
     std::transform(
         gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); });
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }