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Unverified Commit 0b2bcf2c authored by Ted Themistokleous's avatar Ted Themistokleous Committed by GitHub
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Merge branch 'develop' into add_parity_check_ci

parents fbacefca dcc7b0a5
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Showing with 520 additions and 518 deletions
test/ref/ceil.cpp
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(ceil_test) ...@@ -45,7 +45,7 @@ TEST_CASE(ceil_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); }); 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) TEST_CASE(ceil_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(ceil_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(ceil_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); }); 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
View file @ 0b2bcf2c
...@@ -48,7 +48,7 @@ TEST_CASE(clip_test) ...@@ -48,7 +48,7 @@ TEST_CASE(clip_test)
std::vector<float> results_vector(3); std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.0, 0.0, 6.0}; 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) TEST_CASE(clip_dyn_test)
...@@ -73,5 +73,5 @@ TEST_CASE(clip_dyn_test) ...@@ -73,5 +73,5 @@ TEST_CASE(clip_dyn_test)
std::vector<float> results_vector(3); std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.0, 0.0, 6.0}; 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
View file @ 0b2bcf2c
...@@ -50,10 +50,10 @@ TEST_CASE(concat_test_1) ...@@ -50,10 +50,10 @@ TEST_CASE(concat_test_1)
std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20}; std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
std::vector<int> results_vector(2 * 6); std::vector<int> results_vector(2 * 6);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6}))); std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1}))); std::vector<std::size_t>({6, 1})));
} }
...@@ -77,10 +77,10 @@ TEST_CASE(concat_test_2) ...@@ -77,10 +77,10 @@ TEST_CASE(concat_test_2)
std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20}; std::vector<int> gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20};
std::vector<int> results_vector(2 * 6); std::vector<int> results_vector(2 * 6);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({2, 6}))); std::vector<std::size_t>({2, 6})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({6, 1}))); std::vector<std::size_t>({6, 1})));
} }
...@@ -104,10 +104,10 @@ TEST_CASE(concat_test_3) ...@@ -104,10 +104,10 @@ TEST_CASE(concat_test_3)
std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}; std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
std::vector<int> results_vector(6 * 2); std::vector<int> results_vector(6 * 2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2}))); std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1}))); std::vector<std::size_t>({2, 1})));
} }
...@@ -131,10 +131,10 @@ TEST_CASE(concat_test_4) ...@@ -131,10 +131,10 @@ TEST_CASE(concat_test_4)
std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}; std::vector<int> gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11};
std::vector<int> results_vector(6 * 2); std::vector<int> results_vector(6 * 2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2}))); std::vector<std::size_t>({6, 2})));
EXPECT(migraphx::verify::verify_range(result.get_shape().strides(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(),
std::vector<std::size_t>({2, 1}))); std::vector<std::size_t>({2, 1})));
} }
...@@ -169,7 +169,7 @@ 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()); }); 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}; 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));
EXPECT(migraphx::verify::verify_range(result.get_shape().lens(), EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(),
std::vector<std::size_t>({6, 2}))); std::vector<std::size_t>({6, 2})));
} }
test/ref/contiguous.cpp
View file @ 0b2bcf2c
...@@ -50,7 +50,7 @@ TEST_CASE(contiguous_test) ...@@ -50,7 +50,7 @@ TEST_CASE(contiguous_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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}; 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) TEST_CASE(contiguous_param_test)
...@@ -74,7 +74,7 @@ TEST_CASE(contiguous_param_test) ...@@ -74,7 +74,7 @@ TEST_CASE(contiguous_param_test)
std::vector<float> results_vector(12); std::vector<float> results_vector(12);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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}; 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) TEST_CASE(contiguous_dyn_test)
...@@ -100,5 +100,5 @@ 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()); }); 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}; 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.cpp
View file @ 0b2bcf2c
...@@ -78,7 +78,16 @@ TEST_CASE(conv_dyn_batch_test) ...@@ -78,7 +78,16 @@ TEST_CASE(conv_dyn_batch_test)
-0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193, -0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193,
0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292}; 0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292};
std::vector<float> sol = {-0.20817225, migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 3, 4, 4}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_fixed_shape0, a.data());
params0["W"] = migraphx::argument(weights_shape, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(64);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {-0.20817225,
0.87965256, 0.87965256,
0.14958936, 0.14958936,
-1.24887264, -1.24887264,
...@@ -94,18 +103,7 @@ TEST_CASE(conv_dyn_batch_test) ...@@ -94,18 +103,7 @@ TEST_CASE(conv_dyn_batch_test)
0.44276932, 0.44276932,
-0.16138598, -0.16138598,
0.79344082}; 0.79344082};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 3, 4, 4}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_fixed_shape0, a.data());
params0["W"] = migraphx::argument(weights_shape, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(64);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
} }
TEST_CASE(conv_dyn_img_shape_test) TEST_CASE(conv_dyn_img_shape_test)
...@@ -139,8 +137,6 @@ TEST_CASE(conv_dyn_img_shape_test) ...@@ -139,8 +137,6 @@ TEST_CASE(conv_dyn_img_shape_test)
0.15479768, 0.46534674, 0.16970931, 0.49704618, 0.07062198, 0.01678321, 0.15479768, 0.46534674, 0.16970931, 0.49704618, 0.07062198, 0.01678321,
0.53150934, 0.39244495, 0.9963813}; 0.53150934, 0.39244495, 0.9963813};
std::vector<float> sol = {6.1329393, 4.3199925, 5.448438, 3.8497565};
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}}; migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}};
migraphx::parameter_map params0; migraphx::parameter_map params0;
...@@ -151,7 +147,9 @@ TEST_CASE(conv_dyn_img_shape_test) ...@@ -151,7 +147,9 @@ TEST_CASE(conv_dyn_img_shape_test)
std::vector<float> results_vector(72); std::vector<float> results_vector(72);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol)); std::vector<float> gold = {6.1329393, 4.3199925, 5.448438, 3.8497565};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
a = {0.95600171, 0.20768181, 0.82844489, 0.14928212, 0.51280462, 0.1359196, 0.68903648, a = {0.95600171, 0.20768181, 0.82844489, 0.14928212, 0.51280462, 0.1359196, 0.68903648,
0.84174772, 0.425509, 0.956926, 0.82533291, 0.33821531, 0.57576055, 0.75330186, 0.84174772, 0.425509, 0.956926, 0.82533291, 0.33821531, 0.57576055, 0.75330186,
...@@ -172,7 +170,7 @@ TEST_CASE(conv_dyn_img_shape_test) ...@@ -172,7 +170,7 @@ TEST_CASE(conv_dyn_img_shape_test)
0.14407301, 0.80968594, 0.38216188, 0.35692557, 0.2568538, 0.83587388, 0.43654904, 0.14407301, 0.80968594, 0.38216188, 0.35692557, 0.2568538, 0.83587388, 0.43654904,
0.04974508, 0.80375029, 0.25350374, 0.1820275, 0.23369029, 0.54358755}; 0.04974508, 0.80375029, 0.25350374, 0.1820275, 0.23369029, 0.54358755};
sol = {6.305986, gold = {6.305986,
5.564665, 5.564665,
6.122996, 6.122996,
5.7262855, 5.7262855,
...@@ -193,7 +191,7 @@ TEST_CASE(conv_dyn_img_shape_test) ...@@ -193,7 +191,7 @@ TEST_CASE(conv_dyn_img_shape_test)
result = p.eval(params1).back(); result = p.eval(params1).back();
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(conv_dyn_weights_shape_test) TEST_CASE(conv_dyn_weights_shape_test)
...@@ -233,15 +231,6 @@ TEST_CASE(conv_dyn_weights_shape_test) ...@@ -233,15 +231,6 @@ TEST_CASE(conv_dyn_weights_shape_test)
0.93079306, 0.93079306,
0.19882314, 0.19882314,
0.52940601}; 0.52940601};
std::vector<float> sol = {1.9939406,
2.2703054,
1.8896171,
2.062202,
2.3035214,
1.629366,
2.1606991,
2.1917608,
1.6797699};
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}}; migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
...@@ -252,14 +241,23 @@ TEST_CASE(conv_dyn_weights_shape_test) ...@@ -252,14 +241,23 @@ TEST_CASE(conv_dyn_weights_shape_test)
auto result = p.eval(params0).back(); auto result = p.eval(params0).back();
std::vector<float> results_vector(72); std::vector<float> results_vector(72);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {1.9939406,
2.2703054,
1.8896171,
2.062202,
2.3035214,
1.629366,
2.1606991,
2.1917608,
1.6797699};
EXPECT(migraphx::verify::verify_range(results_vector, sol)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
c = {0.98411968, 0.2899219, 0.44638833, 0.30390816, 0.03989896, 0.2445332, 0.32700131, c = {0.98411968, 0.2899219, 0.44638833, 0.30390816, 0.03989896, 0.2445332, 0.32700131,
0.57517075, 0.06956476, 0.93079306, 0.19882314, 0.52940601, 0.35624753, 0.35938406, 0.57517075, 0.06956476, 0.93079306, 0.19882314, 0.52940601, 0.35624753, 0.35938406,
0.9111428, 0.88923574, 0.61040283, 0.2797513, 0.15479768, 0.46534674, 0.16970931, 0.9111428, 0.88923574, 0.61040283, 0.2797513, 0.15479768, 0.46534674, 0.16970931,
0.49704618, 0.07062198, 0.01678321, 0.53150934, 0.39244495, 0.9963813}; 0.49704618, 0.07062198, 0.01678321, 0.53150934, 0.39244495, 0.9963813};
sol = {6.1329393, 4.3199925, 5.448438, 3.8497565}; gold = {6.1329393, 4.3199925, 5.448438, 3.8497565};
migraphx::shape weights_fixed_shape1{migraphx::shape::float_type, {1, 3, 3, 3}}; migraphx::shape weights_fixed_shape1{migraphx::shape::float_type, {1, 3, 3, 3}};
migraphx::parameter_map params1; migraphx::parameter_map params1;
...@@ -269,7 +267,7 @@ TEST_CASE(conv_dyn_weights_shape_test) ...@@ -269,7 +267,7 @@ TEST_CASE(conv_dyn_weights_shape_test)
result = p.eval(params1).back(); result = p.eval(params1).back();
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(conv_dyn_img_same_upper_test) TEST_CASE(conv_dyn_img_same_upper_test)
...@@ -313,7 +311,16 @@ TEST_CASE(conv_dyn_img_same_upper_test) ...@@ -313,7 +311,16 @@ TEST_CASE(conv_dyn_img_same_upper_test)
7.9253986e-02, 7.3943835e-01, 1.7813577e-01, 1.0780835e-01, 4.2304707e-01, 7.9253986e-02, 7.3943835e-01, 1.7813577e-01, 1.0780835e-01, 4.2304707e-01,
4.0084350e-01, 1.1114500e-01, 4.4846520e-01, 5.0109702e-01}; 4.0084350e-01, 1.1114500e-01, 4.4846520e-01, 5.0109702e-01};
std::vector<float> sol = {3.013387, migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_fixed_shape0, a.data());
params0["W"] = migraphx::argument(weights_shape, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {3.013387,
3.7111127, 3.7111127,
4.2946506, 4.2946506,
3.579301, 3.579301,
...@@ -329,17 +336,7 @@ TEST_CASE(conv_dyn_img_same_upper_test) ...@@ -329,17 +336,7 @@ TEST_CASE(conv_dyn_img_same_upper_test)
4.117671, 4.117671,
3.5187216, 3.5187216,
2.3236327}; 2.3236327};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {1, 3, 4, 4}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_fixed_shape0, a.data());
params0["W"] = migraphx::argument(weights_shape, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
} }
TEST_CASE(conv_dyn_kernel_same_upper_test) TEST_CASE(conv_dyn_kernel_same_upper_test)
...@@ -386,7 +383,17 @@ TEST_CASE(conv_dyn_kernel_same_upper_test) ...@@ -386,7 +383,17 @@ TEST_CASE(conv_dyn_kernel_same_upper_test)
8.2963020e-01, 8.2963020e-01,
3.0763101e-04, 3.0763101e-04,
6.7026985e-01}; 6.7026985e-01};
std::vector<float> sol = {2.453681,
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_shape, a.data());
params0["W"] = migraphx::argument(weight_fixed_shape0, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {2.453681,
2.536207, 2.536207,
3.0187201, 3.0187201,
1.7912633, 1.7912633,
...@@ -402,17 +409,7 @@ TEST_CASE(conv_dyn_kernel_same_upper_test) ...@@ -402,17 +409,7 @@ TEST_CASE(conv_dyn_kernel_same_upper_test)
0.9225286, 0.9225286,
1.43048, 1.43048,
0.74341124}; 0.74341124};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_shape, a.data());
params0["W"] = migraphx::argument(weight_fixed_shape0, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
} }
TEST_CASE(conv_dyn_kernel_same_lower_test) TEST_CASE(conv_dyn_kernel_same_lower_test)
...@@ -459,7 +456,17 @@ TEST_CASE(conv_dyn_kernel_same_lower_test) ...@@ -459,7 +456,17 @@ TEST_CASE(conv_dyn_kernel_same_lower_test)
8.2963020e-01, 8.2963020e-01,
3.0763101e-04, 3.0763101e-04,
6.7026985e-01}; 6.7026985e-01};
std::vector<float> sol = {0.91231215,
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}};
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_shape, a.data());
params0["W"] = migraphx::argument(weight_fixed_shape0, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.91231215,
1.1416453, 1.1416453,
1.00216, 1.00216,
1.6813052, 1.6813052,
...@@ -476,16 +483,7 @@ TEST_CASE(conv_dyn_kernel_same_lower_test) ...@@ -476,16 +483,7 @@ TEST_CASE(conv_dyn_kernel_same_lower_test)
2.50734, 2.50734,
2.7736917}; 2.7736917};
migraphx::shape weight_fixed_shape0{migraphx::shape::float_type, {1, 3, 2, 2}}; EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
migraphx::parameter_map params0;
params0["X"] = migraphx::argument(input_shape, a.data());
params0["W"] = migraphx::argument(weight_fixed_shape0, c.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, sol));
} }
TEST_CASE(conv2d_padding_stride_test) TEST_CASE(conv2d_padding_stride_test)
...@@ -518,7 +516,20 @@ TEST_CASE(conv2d_padding_stride_test) ...@@ -518,7 +516,20 @@ TEST_CASE(conv2d_padding_stride_test)
-0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193, -0.06269585, 0.18658121, -0.03944227, 0.0111798, -0.17731084, 0.11789055, -0.09982193,
0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292}; 0.08142821, 0.0729029, 0.11303909, 0.12735154, 0.03885292};
std::vector<float> s = {-0.20817225, migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
migraphx::shape c_shape{migraphx::shape::float_type, {2, 3, 3, 3}};
auto cl = mm->add_literal(migraphx::literal{c_shape, c});
mm->add_instruction(
migraphx::make_op("convolution", {{"padding", {1, 1}}, {"stride", {2, 2}}}), al, cl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {-0.20817225,
0.87965256, 0.87965256,
0.14958936, 0.14958936,
-1.24887264, -1.24887264,
...@@ -535,20 +546,7 @@ TEST_CASE(conv2d_padding_stride_test) ...@@ -535,20 +546,7 @@ TEST_CASE(conv2d_padding_stride_test)
-0.16138598, -0.16138598,
0.79344082}; 0.79344082};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}}; EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
auto al = mm->add_literal(migraphx::literal{a_shape, a});
migraphx::shape c_shape{migraphx::shape::float_type, {2, 3, 3, 3}};
auto cl = mm->add_literal(migraphx::literal{c_shape, c});
mm->add_instruction(
migraphx::make_op("convolution", {{"padding", {1, 1}}, {"stride", {2, 2}}}), al, cl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
} }
TEST_CASE(conv2d_padding_test) TEST_CASE(conv2d_padding_test)
...@@ -581,18 +579,6 @@ TEST_CASE(conv2d_padding_test) ...@@ -581,18 +579,6 @@ TEST_CASE(conv2d_padding_test)
0.14747436, -0.06199479, -0.01166052, -0.12432006, -0.04494537, -0.17581205, 0.09475745, 0.14747436, -0.06199479, -0.01166052, -0.12432006, -0.04494537, -0.17581205, 0.09475745,
0.1149437, -0.1014564, 0.0274073, -0.01323579, -0.11092556}; 0.1149437, -0.1014564, 0.0274073, -0.01323579, -0.11092556};
std::vector<float> s = {
-0.0201216, 0.40407312, -0.39005592, -0.0631946, 0.37963012, -0.64611685, 0.1349397,
-0.54113752, 0.28533003, 0.27667275, -0.16442731, -0.181494, 0.30564839, 0.58744538,
0.32015014, 0.24969585, -0.27367792, -0.53308117, 0.41236052, 0.26136363, -0.01489828,
0.57652152, -0.38506854, 0.119615, 0.0437076, 0.04779706, 0.57887721, 0.23126155,
0.05695833, -0.68200272, 0.02063358, -0.10267162, 0.8062973, -0.38149622, -0.40134856,
-0.03353126, 0.38991132, -0.3478111, 0.03661491, 0.25783631, 0.62772679, -0.1961118,
0.76423508, -0.36241418, -0.20994355, -0.12368261, -0.9406727, 0.02340185, -0.08793129,
-0.02471633, -0.58163726, -0.02211772, -0.42014724, 0.77525634, 0.504951, -0.20537445,
-0.20369984, -0.83037728, -1.40423918, -0.46160448, -0.22944322, 0.36074194, 0.49579027,
0.46527559};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}}; migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a}); auto al = mm->add_literal(migraphx::literal{a_shape, a});
...@@ -606,7 +592,18 @@ TEST_CASE(conv2d_padding_test) ...@@ -606,7 +592,18 @@ TEST_CASE(conv2d_padding_test)
std::vector<float> results_vector(64); std::vector<float> results_vector(64);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s)); std::vector<float> gold = {
-0.0201216, 0.40407312, -0.39005592, -0.0631946, 0.37963012, -0.64611685, 0.1349397,
-0.54113752, 0.28533003, 0.27667275, -0.16442731, -0.181494, 0.30564839, 0.58744538,
0.32015014, 0.24969585, -0.27367792, -0.53308117, 0.41236052, 0.26136363, -0.01489828,
0.57652152, -0.38506854, 0.119615, 0.0437076, 0.04779706, 0.57887721, 0.23126155,
0.05695833, -0.68200272, 0.02063358, -0.10267162, 0.8062973, -0.38149622, -0.40134856,
-0.03353126, 0.38991132, -0.3478111, 0.03661491, 0.25783631, 0.62772679, -0.1961118,
0.76423508, -0.36241418, -0.20994355, -0.12368261, -0.9406727, 0.02340185, -0.08793129,
-0.02471633, -0.58163726, -0.02211772, -0.42014724, 0.77525634, 0.504951, -0.20537445,
-0.20369984, -0.83037728, -1.40423918, -0.46160448, -0.22944322, 0.36074194, 0.49579027,
0.46527559};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(conv2d_test) TEST_CASE(conv2d_test)
...@@ -642,7 +639,20 @@ TEST_CASE(conv2d_test) ...@@ -642,7 +639,20 @@ TEST_CASE(conv2d_test)
1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01, 1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01,
-3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02}; -3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02};
std::vector<float> s = {0.27039781, migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}};
auto al = mm->add_literal(migraphx::literal{a_shape, a});
migraphx::shape c_shape{migraphx::shape::float_type, {2, 3, 3, 3}};
auto cl = mm->add_literal(migraphx::literal{c_shape, c});
mm->add_instruction(migraphx::make_op("convolution"), al, cl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {0.27039781,
0.19105849, 0.19105849,
-0.06339942, -0.06339942,
-0.65087199, -0.65087199,
...@@ -658,19 +668,7 @@ TEST_CASE(conv2d_test) ...@@ -658,19 +668,7 @@ TEST_CASE(conv2d_test)
0.71606487, 0.71606487,
-0.55201721, -0.55201721,
-0.46427044}; -0.46427044};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4}}; EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
auto al = mm->add_literal(migraphx::literal{a_shape, a});
migraphx::shape c_shape{migraphx::shape::float_type, {2, 3, 3, 3}};
auto cl = mm->add_literal(migraphx::literal{c_shape, c});
mm->add_instruction(migraphx::make_op("convolution"), al, cl);
p.compile(migraphx::make_target("ref"));
auto result = p.eval({}).back();
std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s));
} }
TEST_CASE(conv3d_test) TEST_CASE(conv3d_test)
...@@ -706,22 +704,6 @@ TEST_CASE(conv3d_test) ...@@ -706,22 +704,6 @@ TEST_CASE(conv3d_test)
1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01, 1.61106288e-02, -1.35080189e-01, 1.49512306e-01, 3.86456847e-02, 1.29330024e-01,
-3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02}; -3.22975963e-02, -5.60784787e-02, -5.41997552e-02, 4.78562862e-02};
std::vector<float> s = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4, 1}}; migraphx::shape a_shape{migraphx::shape::float_type, {2, 3, 4, 4, 1}};
auto al = mm->add_literal(migraphx::literal{a_shape, a}); auto al = mm->add_literal(migraphx::literal{a_shape, a});
...@@ -738,5 +720,21 @@ TEST_CASE(conv3d_test) ...@@ -738,5 +720,21 @@ TEST_CASE(conv3d_test)
std::vector<float> results_vector(16); std::vector<float> results_vector(16);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
EXPECT(migraphx::verify::verify_range(results_vector, s)); std::vector<float> gold = {0.27039781,
0.19105849,
-0.06339942,
-0.65087199,
0.40867025,
0.05063812,
-0.14907975,
0.49018705,
-0.49197209,
0.33236548,
-0.39374301,
0.16012701,
0.06574871,
0.71606487,
-0.55201721,
-0.46427044};
EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
test/ref/convolution_backwards.cpp
View file @ 0b2bcf2c
...@@ -52,7 +52,7 @@ TEST_CASE(convolution_backwards_1d) ...@@ -52,7 +52,7 @@ TEST_CASE(convolution_backwards_1d)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_2d)
...@@ -75,7 +75,7 @@ TEST_CASE(convolution_backwards_2d) ...@@ -75,7 +75,7 @@ TEST_CASE(convolution_backwards_2d)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_3d)
...@@ -113,7 +113,7 @@ TEST_CASE(convolution_backwards_3d) ...@@ -113,7 +113,7 @@ TEST_CASE(convolution_backwards_3d)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_padding1)
...@@ -139,7 +139,7 @@ TEST_CASE(convolution_backwards_padding1) ...@@ -139,7 +139,7 @@ TEST_CASE(convolution_backwards_padding1)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_padding2)
...@@ -165,7 +165,7 @@ TEST_CASE(convolution_backwards_padding2) ...@@ -165,7 +165,7 @@ TEST_CASE(convolution_backwards_padding2)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_2stride)
...@@ -192,7 +192,7 @@ TEST_CASE(convolution_backwards_2stride) ...@@ -192,7 +192,7 @@ TEST_CASE(convolution_backwards_2stride)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_2dilation)
...@@ -219,7 +219,7 @@ TEST_CASE(convolution_backwards_2dilation) ...@@ -219,7 +219,7 @@ TEST_CASE(convolution_backwards_2dilation)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_dyn_batch1)
...@@ -247,7 +247,7 @@ 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}; 27, 15, 9, 20, 33, 24, 13, 6, 13, 21, 15, 8};
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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) TEST_CASE(convolution_backwards_dyn_batch2)
...@@ -288,5 +288,5 @@ TEST_CASE(convolution_backwards_dyn_batch2) ...@@ -288,5 +288,5 @@ TEST_CASE(convolution_backwards_dyn_batch2)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(cos_test) ...@@ -45,7 +45,7 @@ TEST_CASE(cos_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); }); 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) TEST_CASE(cos_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(cos_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(cos_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return cosf(n); }); 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
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(cosh_test) ...@@ -45,7 +45,7 @@ TEST_CASE(cosh_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return coshf(n); }); 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) TEST_CASE(cosh_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(cosh_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(cosh_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return coshf(n); }); 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
View file @ 0b2bcf2c
...@@ -47,7 +47,7 @@ TEST_CASE(dimensions_of_test0) ...@@ -47,7 +47,7 @@ TEST_CASE(dimensions_of_test0)
std::vector<int64_t> results_vector(3); std::vector<int64_t> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold = {2, 3, 4}; 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) TEST_CASE(dimensions_of_test1)
...@@ -67,5 +67,5 @@ TEST_CASE(dimensions_of_test1) ...@@ -67,5 +67,5 @@ TEST_CASE(dimensions_of_test1)
std::vector<int64_t> results_vector(2); std::vector<int64_t> results_vector(2);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold = {4, 4}; 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
View file @ 0b2bcf2c
...@@ -46,7 +46,7 @@ TEST_CASE(div_test) ...@@ -46,7 +46,7 @@ TEST_CASE(div_test)
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold(data1.size()); std::vector<float> gold(data1.size());
std::transform(data1.begin(), data1.end(), data2.begin(), gold.begin(), std::divides<float>()); 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) TEST_CASE(div_dyn_test)
...@@ -72,5 +72,5 @@ TEST_CASE(div_dyn_test) ...@@ -72,5 +72,5 @@ TEST_CASE(div_dyn_test)
std::vector<float> gold(x_data.size()); std::vector<float> gold(x_data.size());
std::transform( std::transform(
x_data.begin(), x_data.end(), y_data.begin(), gold.begin(), std::divides<float>()); 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/dot_op.cpp
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test/ref/elu.cpp
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(elu_test) ...@@ -45,7 +45,7 @@ TEST_CASE(elu_test)
std::vector<float> results_vector(4); std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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)}; 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) TEST_CASE(elu_dyn_test)
...@@ -67,5 +67,5 @@ TEST_CASE(elu_dyn_test) ...@@ -67,5 +67,5 @@ TEST_CASE(elu_dyn_test)
std::vector<float> results_vector(4); std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); 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)}; 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
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(erf_test) ...@@ -45,7 +45,7 @@ TEST_CASE(erf_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return erff(n); }); 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) TEST_CASE(erf_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(erf_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(erf_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return erff(n); }); 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
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(exp_test) ...@@ -45,7 +45,7 @@ TEST_CASE(exp_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return expf(n); }); 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) TEST_CASE(exp_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(exp_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(exp_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return expf(n); }); 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/ref/fill.cpp
View file @ 0b2bcf2c
...@@ -51,7 +51,7 @@ TEST_CASE(fill_static_int) ...@@ -51,7 +51,7 @@ TEST_CASE(fill_static_int)
std::vector<int64_t> results_vector; std::vector<int64_t> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold(48, 3); std::vector<int64_t> gold(48, 3);
EXPECT(migraphx::verify::verify_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(fill_dyn_float) TEST_CASE(fill_dyn_float)
...@@ -75,7 +75,7 @@ TEST_CASE(fill_dyn_float) ...@@ -75,7 +75,7 @@ TEST_CASE(fill_dyn_float)
std::vector<float> results_vector; std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold(72, 7.36); std::vector<float> gold(72, 7.36);
EXPECT(migraphx::verify::verify_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(fill_var_default_value) TEST_CASE(fill_var_default_value)
...@@ -98,5 +98,5 @@ TEST_CASE(fill_var_default_value) ...@@ -98,5 +98,5 @@ TEST_CASE(fill_var_default_value)
std::vector<int64_t> results_vector; std::vector<int64_t> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<int64_t> gold(48, 2); std::vector<int64_t> gold(48, 2);
EXPECT(migraphx::verify::verify_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
test/ref/floor.cpp
View file @ 0b2bcf2c
...@@ -45,7 +45,7 @@ TEST_CASE(floor_test) ...@@ -45,7 +45,7 @@ TEST_CASE(floor_test)
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return floor(n); }); gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return floor(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
TEST_CASE(floor_dyn_test) TEST_CASE(floor_dyn_test)
...@@ -68,5 +68,5 @@ TEST_CASE(floor_dyn_test) ...@@ -68,5 +68,5 @@ TEST_CASE(floor_dyn_test)
std::vector<float> gold = input_data; std::vector<float> gold = input_data;
std::transform( std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return floor(n); }); gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return floor(n); });
EXPECT(migraphx::verify::verify_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold));
} }
test/ref/fmod.cpp
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test/ref/gather.cpp
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test/ref/gathernd.cpp
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test/ref/im2col.cpp
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