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Commit 58a1da5e authored by charlie's avatar charlie
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Add dyn binary ref tests

parent a97816be
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Showing with 419 additions and 6 deletions
test/ref_ops_test.cpp
View file @ 58a1da5e
......@@ -226,6 +226,30 @@ TEST_CASE(add_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(add_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
mm->add_instruction(migraphx::make_op("add"), x, y);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1, 0, 1};
std::vector<float> y_data{1, 2, 3};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
auto result = p.eval(params0).back();
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_range(results_vector, gold));
}
TEST_CASE(argmax_test_0)
{
migraphx::program p;
......@@ -1861,6 +1885,32 @@ TEST_CASE(div_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(div_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 3}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
mm->add_instruction(migraphx::make_op("div"), x, y);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1.0f, 0.5f, 1.0f};
std::vector<float> y_data{1.0f, 2.0f, 4.0f};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
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_range(results_vector, gold));
}
TEST_CASE(elu_test)
{
migraphx::program p;
......@@ -1948,7 +1998,7 @@ TEST_CASE(equal_test)
EXPECT(results_vector == gold);
}
TEST_CASE(equal_dynamic_test)
TEST_CASE(equal_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
......@@ -1968,8 +2018,8 @@ TEST_CASE(equal_dynamic_test)
std::vector<float> r_data{1.1, 1.6, -0.1, -1.2, -1.5, -0.7, 0.0, 2.3, -2.1};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {9}};
params0["x"] = migraphx::argument(input_fixed_shape0, l_data.data());
params0["slope"] = migraphx::argument(input_fixed_shape0, r_data.data());
params0["l"] = migraphx::argument(input_fixed_shape0, l_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, r_data.data());
auto result = p.eval(params0).back();
std::vector<bool> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
......@@ -2637,6 +2687,35 @@ TEST_CASE(greater_test)
EXPECT(results_vector == gold);
}
TEST_CASE(greater_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{8, 10, 9}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto left = mm->add_parameter("l", s);
auto right = mm->add_parameter("r", s);
auto gr = mm->add_instruction(migraphx::make_op("greater"), left, right);
auto r = mm->add_instruction(
migraphx::make_op("convert",
{{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}),
gr);
mm->add_return({r});
p.compile(migraphx::ref::target{});
std::vector<float> left_data{1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0};
std::vector<float> right_data{1.1, 1.6, -0.1, -1.2, -1.5, -0.7, 0.0, 2.3, -2.1};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {9}};
params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data());
auto result = p.eval(params0).back();
std::vector<bool> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<bool> gold = {false, false, true, true, false, true, false, false, true};
EXPECT(results_vector == gold);
}
TEST_CASE(identity_test)
{
migraphx::program p;
......@@ -3217,6 +3296,40 @@ TEST_CASE(less_test)
EXPECT(results_vector == gold);
}
TEST_CASE(less_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{8, 10, 9}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto left = mm->add_parameter("l", s);
auto right = mm->add_parameter("r", s);
auto le = mm->add_instruction(migraphx::make_op("less"), left, right);
auto r = mm->add_instruction(
migraphx::make_op("convert",
{{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}),
le);
mm->add_return({r});
p.compile(migraphx::ref::target{});
std::vector<float> left_data = {1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0};
std::vector<float> right_data = {1.1, 1.6, -0.1, -1.2, -1.5, -0.7, 0.0, 2.3, -2.1};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {9}};
params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data());
auto result = p.eval(params0).back();
std::vector<bool> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<bool> gold(left_data.size());
std::transform(left_data.begin(),
left_data.end(),
right_data.begin(),
gold.begin(),
[](float n1, float n2) -> bool { return n1 < n2; });
EXPECT(results_vector == gold);
}
TEST_CASE(log_test)
{
migraphx::program p;
......@@ -3280,6 +3393,35 @@ TEST_CASE(logical_and_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logical_and_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 4}};
migraphx::shape s{migraphx::shape::bool_type, dd};
auto left = mm->add_parameter("l", s);
auto right = mm->add_parameter("r", s);
mm->add_instruction(migraphx::make_op("logical_and"), left, right);
p.compile(migraphx::ref::target{});
std::vector<char> left_data{1, 0, 1, 0};
std::vector<char> right_data{1, 1, 0, 0};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::bool_type, {4}};
params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data());
auto result = p.eval(params0).back();
std::vector<char> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<bool> gold(left_data.size());
std::transform(left_data.begin(),
left_data.end(),
right_data.begin(),
gold.begin(),
[](bool n1, bool n2) -> bool { return n1 and n2; });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logical_or_test)
{
migraphx::program p;
......@@ -3302,6 +3444,35 @@ TEST_CASE(logical_or_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logical_or_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 4}};
migraphx::shape s{migraphx::shape::bool_type, dd};
auto left = mm->add_parameter("l", s);
auto right = mm->add_parameter("r", s);
mm->add_instruction(migraphx::make_op("logical_or"), left, right);
p.compile(migraphx::ref::target{});
std::vector<char> left_data{1, 0, 1, 0};
std::vector<char> right_data{1, 1, 0, 0};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::bool_type, {4}};
params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data());
auto result = p.eval(params0).back();
std::vector<char> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<bool> gold(left_data.size());
std::transform(left_data.begin(),
left_data.end(),
right_data.begin(),
gold.begin(),
[](bool n1, bool n2) -> bool { return n1 or n2; });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logical_xor_test)
{
migraphx::program p;
......@@ -3324,6 +3495,35 @@ TEST_CASE(logical_xor_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logical_xor_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 4}};
migraphx::shape s{migraphx::shape::bool_type, dd};
auto left = mm->add_parameter("l", s);
auto right = mm->add_parameter("r", s);
mm->add_instruction(migraphx::make_op("logical_xor"), left, right);
p.compile(migraphx::ref::target{});
std::vector<char> left_data{1, 0, 1, 0};
std::vector<char> right_data{1, 1, 0, 0};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::bool_type, {4}};
params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data());
params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data());
auto result = p.eval(params0).back();
std::vector<char> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<bool> gold = {false, true, true, false};
std::transform(left_data.begin(),
left_data.end(),
right_data.begin(),
gold.begin(),
[](bool n1, bool n2) -> bool { return n1 ^ n2; });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(logsoftmax_test_axis_0)
{
migraphx::program p;
......@@ -3551,6 +3751,34 @@ TEST_CASE(max_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(max_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto z = mm->add_parameter("z", s);
auto curr_max = mm->add_instruction(migraphx::make_op("max"), x, y);
mm->add_instruction(migraphx::make_op("max"), curr_max, z);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{1, 4, 3};
std::vector<float> y_data{2, 8, 6};
std::vector<float> z_data{7, 5, 9};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
params0["z"] = migraphx::argument(input_fixed_shape0, z_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold{7, 8, 9};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(maxpool_test)
{
migraphx::program p;
......@@ -3744,6 +3972,34 @@ TEST_CASE(min_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(min_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto z = mm->add_parameter("z", s);
auto curr_min = mm->add_instruction(migraphx::make_op("min"), x, y);
mm->add_instruction(migraphx::make_op("min"), curr_min, z);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{1, 4, 3};
std::vector<float> y_data{2, 8, 6};
std::vector<float> z_data{7, 5, 9};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
params0["z"] = migraphx::argument(input_fixed_shape0, z_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold{1, 4, 3};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(fmod_test)
{
migraphx::program p;
......@@ -3762,6 +4018,34 @@ TEST_CASE(fmod_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(fmod_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto z = mm->add_parameter("z", s);
auto curr_mod = mm->add_instruction(migraphx::make_op("fmod"), x, y);
mm->add_instruction(migraphx::make_op("fmod"), curr_mod, z);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-7, 8, -3};
std::vector<float> y_data{2, 4, 6};
std::vector<float> z_data{7, 5, 9};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
params0["z"] = migraphx::argument(input_fixed_shape0, z_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold{-1, 0, -3};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(fmod_float_test)
{
migraphx::program p;
......@@ -3799,6 +4083,34 @@ TEST_CASE(mod_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(mod_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
auto z = mm->add_parameter("z", s);
auto curr_mod = mm->add_instruction(migraphx::make_op("mod"), x, y);
mm->add_instruction(migraphx::make_op("mod"), curr_mod, z);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-3, 8, -7};
std::vector<float> y_data{3, 3, 3};
std::vector<float> z_data{10, 2, 9};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
params0["z"] = migraphx::argument(input_fixed_shape0, z_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(4);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold{0, 0, 2};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(mod_float_test)
{
migraphx::program p;
......@@ -3840,6 +4152,35 @@ TEST_CASE(mul_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(mul_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
mm->add_instruction(migraphx::make_op("mul"), x, y);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1, 0, 1};
std::vector<float> y_data{1, 2, 3};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold(x_data.size());
std::transform(x_data.begin(),
x_data.end(),
y_data.begin(),
gold.begin(),
[](float n1, float n2) -> float { return n1 * n2; });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(multinomial_test)
{
migraphx::program p;
......@@ -4404,7 +4745,31 @@ TEST_CASE(pow_test)
mm->add_instruction(migraphx::make_op("pow"), b, e);
p.compile(migraphx::ref::target{});
auto result = p.eval({}).back();
std::vector<float> results_vector;
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::pow(n, n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(pow_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {3}};
auto b = mm->add_parameter("b", s);
auto e = mm->add_parameter("e", s);
mm->add_instruction(migraphx::make_op("pow"), b, e);
p.compile(migraphx::ref::target{});
std::vector<float> data = {1, 2, 3};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["b"] = migraphx::argument(input_fixed_shape0, data.data());
params0["e"] = migraphx::argument(input_fixed_shape0, data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = data;
std::transform(
......@@ -4793,7 +5158,7 @@ TEST_CASE(prelu_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(prelu_dynamic_test)
TEST_CASE(prelu_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
......@@ -6488,6 +6853,30 @@ TEST_CASE(sqdiff_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(sqdiff_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
mm->add_instruction(migraphx::make_op("sqdiff"), x, y);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1, 0, 1};
std::vector<float> y_data{1, 2, 3};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {4, 4, 4};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(sqrt_test)
{
migraphx::program p;
......@@ -6623,6 +7012,30 @@ TEST_CASE(sub_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(sub_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{2, 6, 0}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto x = mm->add_parameter("x", s);
auto y = mm->add_parameter("y", s);
mm->add_instruction(migraphx::make_op("sub"), x, y);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1, 0, 1};
std::vector<float> y_data{1, 2, 3};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["x"] = migraphx::argument(input_fixed_shape0, x_data.data());
params0["y"] = migraphx::argument(input_fixed_shape0, y_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector(3);
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {-2, -2, -2};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(tan_test)
{
migraphx::program p;
......
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