Add options to set tolerances inside MIGraphX driver (#2213)

MIGraphX verification by default uses normalized RMS error as the basis for the verification.  This change adds some logic to allow migraphx to do "np.allclose" type of elementwise verification using atol and rtol.

Commit also includes changes to consistently pass "gold" or "expected" results as the second argument for "verify_range()" calls.  Default RMS tolerance inside driver is set to 0.001 which IMO is high for FP32 compared to what we had earlier. Need better defaults

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));
 }

test/ref/cosh.cpp

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

test/ref/dimensions_of.cpp

@@ -47,7 +47,7 @@ TEST_CASE(dimensions_of_test0)
     std::vector<int64_t> results_vector(3);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<int64_t> gold = {2, 3, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(dimensions_of_test1)
@@ -67,5 +67,5 @@ TEST_CASE(dimensions_of_test1)
     std::vector<int64_t> results_vector(2);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<int64_t> gold = {4, 4};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/div.cpp

@@ -46,7 +46,7 @@ TEST_CASE(div_test)
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold(data1.size());
     std::transform(data1.begin(), data1.end(), data2.begin(), gold.begin(), std::divides<float>());
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(div_dyn_test)
@@ -72,5 +72,5 @@ TEST_CASE(div_dyn_test)
     std::vector<float> gold(x_data.size());
     std::transform(
         x_data.begin(), x_data.end(), y_data.begin(), gold.begin(), std::divides<float>());
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/elu.cpp

@@ -45,7 +45,7 @@ TEST_CASE(elu_test)
     std::vector<float> results_vector(4);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold{elu(alpha, -1), elu(alpha, 2), elu(alpha, -3), elu(alpha, 4)};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }
 
 TEST_CASE(elu_dyn_test)
@@ -67,5 +67,5 @@ TEST_CASE(elu_dyn_test)
     std::vector<float> results_vector(4);
     result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
     std::vector<float> gold{elu(alpha, -1), elu(alpha, 2), elu(alpha, -3), elu(alpha, 4)};
-    EXPECT(migraphx::verify::verify_range(results_vector, gold));
+    EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
 }

test/ref/erf.cpp

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

test/ref/exp.cpp

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