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Commit 04b8da98 authored by charlie's avatar charlie
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Merge branch 'develop' of github.com:ROCmSoftwarePlatform/AMDMIGraphX into dyn_contiguous

parents 3f890022 4a7af806
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test/op_shape_test.cpp
View file @ 04b8da98
...@@ -81,6 +81,14 @@ void throws_shape(const migraphx::shape&, Ts...) ...@@ -81,6 +81,14 @@ void throws_shape(const migraphx::shape&, Ts...)
"An expected shape should not be passed to throws_shape function"); "An expected shape should not be passed to throws_shape function");
} }
TEST_CASE(binary_dyn_static_error)
{
migraphx::shape a_shape{migraphx::shape::float_type, {1, 4, 4}};
std::vector<migraphx::shape::dynamic_dimension> b{{1, 1, 0}, {4, 4, 4}, {4, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("add"), a_shape, b_shape);
}
TEST_CASE(broadcast) TEST_CASE(broadcast)
{ {
{ {
...@@ -118,6 +126,69 @@ TEST_CASE(broadcast) ...@@ -118,6 +126,69 @@ TEST_CASE(broadcast)
} }
} }
TEST_CASE(broadcast_axis_out_of_range_error)
{
std::vector<std::size_t> lens{1, 1};
migraphx::shape input{migraphx::shape::float_type, {1}, {0}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 4}, {"out_lens", lens}}), input);
}
TEST_CASE(broadcast_2in_static_static)
{
migraphx::shape a_input{migraphx::shape::float_type, {4}, {1}};
migraphx::shape b_input{migraphx::shape::float_type, {4, 4}, {4, 1}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 4}, {1, 0}},
migraphx::make_op("broadcast", {{"axis", 0}}),
a_input,
b_input);
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 4}, {0, 1}},
migraphx::make_op("broadcast", {{"axis", 1}}),
a_input,
b_input);
throws_shape(migraphx::make_op("broadcast", {{"axis", 2}}), a_input, b_input);
}
TEST_CASE(broadcast_2in_not_matching_error)
{
migraphx::shape a_input{migraphx::shape::float_type, {4}, {1}};
migraphx::shape b_input{migraphx::shape::float_type, {2, 2}, {2, 1}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 1}}), a_input, b_input);
}
TEST_CASE(broadcast_2in_dynamic_s0_error1)
{
migraphx::shape a_input{migraphx::shape::float_type, {4, 2}, {2, 1}};
migraphx::shape b_input{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {2, 2, 0}}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 0}}), b_input, a_input);
}
TEST_CASE(broadcast_2in_dynamic_s0_error2)
{
std::vector<migraphx::shape::dynamic_dimension> dd{{4, 4, 0}};
migraphx::shape a_input{migraphx::shape::float_type, dd};
migraphx::shape b_input{migraphx::shape::float_type, {4, 4}, {4, 1}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 0}}), a_input, b_input);
}
TEST_CASE(broadcast_2in_static_dyn)
{
migraphx::shape a_input{migraphx::shape::float_type, {4}, {1}};
migraphx::shape b_input{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {2, 2, 0}}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 0}}), a_input, b_input);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {2, 2, 0}}},
migraphx::make_op("broadcast", {{"axis", 1}}),
a_input,
b_input);
throws_shape(migraphx::make_op("broadcast", {{"axis", 2}}), a_input, b_input);
}
TEST_CASE(broadcast_2in_dyn_s0_ndim_greater_than_1_error)
{
migraphx::shape a_input{migraphx::shape::float_type, {4, 2}};
migraphx::shape b_input{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {2, 2, 0}}};
throws_shape(migraphx::make_op("broadcast", {{"axis", 0}}), a_input, b_input);
}
TEST_CASE(convolution_shape) TEST_CASE(convolution_shape)
{ {
migraphx::shape output{migraphx::shape::float_type, {4, 4, 1, 1}}; migraphx::shape output{migraphx::shape::float_type, {4, 4, 1, 1}};
...@@ -1120,6 +1191,213 @@ TEST_CASE(multibroadcast) ...@@ -1120,6 +1191,213 @@ TEST_CASE(multibroadcast)
} }
} }
TEST_CASE(multibroadcast_2in_static_dyn0)
{
migraphx::shape a_shape{migraphx::shape::float_type, {4, 4}};
std::vector<migraphx::shape::dynamic_dimension> b{{1, 4, 0}, {4, 4, 4}, {4, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {4, 4, 0}}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {4, 4, 0}, {4, 4, 0}}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_dyn1)
{
migraphx::shape a_shape{migraphx::shape::float_type, {1, 6}};
std::vector<migraphx::shape::dynamic_dimension> b{{8, 8, 0}, {6, 6, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
expect_shape(migraphx::shape{migraphx::shape::float_type, {{8, 8, 0}, {6, 6, 0}}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{8, 8, 0}, {6, 6, 0}}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_dyn2)
{
migraphx::shape a_shape{migraphx::shape::float_type, {1, 6}};
std::vector<migraphx::shape::dynamic_dimension> b{{8, 8, 0}, {6, 6, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
expect_shape(migraphx::shape{migraphx::shape::float_type, {{8, 8, 0}, {6, 6, 0}}},
migraphx::make_op("multibroadcast", {{"out_dyn_dims", migraphx::to_value(b)}}),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{8, 8, 0}, {6, 6, 0}}},
migraphx::make_op("multibroadcast", {{"out_dyn_dims", migraphx::to_value(b)}}),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_dyn_error0)
{
// doesn't match on first dimension
migraphx::shape a_shape{migraphx::shape::float_type, {3, 6}};
std::vector<migraphx::shape::dynamic_dimension> b{{1, 3, 0}, {6, 6, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multibroadcast_2in_static_dyn_error1)
{
// doesn't match on first dimension
migraphx::shape a_shape{migraphx::shape::float_type, {3, 6}};
std::vector<migraphx::shape::dynamic_dimension> b{{1, 4, 0}, {6, 6, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multibroadcast_2in_static_dyn_error2)
{
// doesn't match on first dimension
migraphx::shape a_shape{migraphx::shape::float_type, {3, 6}};
std::vector<migraphx::shape::dynamic_dimension> b{{1, 2, 0}, {6, 6, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multibroadcast_2in_dyn_dyn0)
{
std::vector<migraphx::shape::dynamic_dimension> a{{1, 4, 0}, {2, 4, 2}, {2, 4, 0}};
migraphx::shape a_shape{migraphx::shape::float_type, a};
std::vector<migraphx::shape::dynamic_dimension> b{{2, 4, 2}, {2, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {2, 4, 2}, {2, 4, 0}}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {2, 4, 2}, {2, 4, 0}}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_dyn_dyn1)
{
std::vector<migraphx::shape::dynamic_dimension> a{{1, 4, 0}, {2, 4, 2}, {2, 4, 0}};
migraphx::shape a_shape{migraphx::shape::float_type, a};
std::vector<migraphx::shape::dynamic_dimension> b{{2, 4, 2}, {2, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {2, 4, 2}, {2, 4, 0}}},
migraphx::make_op("multibroadcast", {{"out_dyn_dims", migraphx::to_value(a)}}),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {{1, 4, 0}, {2, 4, 2}, {2, 4, 0}}},
migraphx::make_op("multibroadcast", {{"out_dyn_dims", migraphx::to_value(a)}}),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_dyn_dyn_error0)
{
// max doesn't match on second dimension of a
std::vector<migraphx::shape::dynamic_dimension> a{{1, 4, 0}, {2, 4, 2}, {2, 4, 0}};
migraphx::shape a_shape{migraphx::shape::float_type, a};
std::vector<migraphx::shape::dynamic_dimension> b{{2, 5, 2}, {2, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multibroadcast_2in_dyn_dyn_error1)
{
// opt doesn't match on second dimension of a
std::vector<migraphx::shape::dynamic_dimension> a{{1, 4, 0}, {2, 4, 2}, {2, 4, 0}};
migraphx::shape a_shape{migraphx::shape::float_type, a};
std::vector<migraphx::shape::dynamic_dimension> b{{2, 4, 3}, {2, 4, 0}};
migraphx::shape b_shape{migraphx::shape::float_type, b};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multibroadcast_2in_static_static0)
{
migraphx::shape a_shape{migraphx::shape::float_type, {3, 6}};
migraphx::shape b_shape{migraphx::shape::float_type, {3, 6}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 6}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 6}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_static1)
{
migraphx::shape a_shape{migraphx::shape::float_type, {1, 8}};
migraphx::shape b_shape{migraphx::shape::float_type, {4, 8}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 8}, {0, 1}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 8}, {8, 1}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_static2)
{
migraphx::shape a_shape{migraphx::shape::float_type, {8}};
migraphx::shape b_shape{migraphx::shape::float_type, {4, 4, 1}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 4, 8}, {0, 0, 1}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {4, 4, 8}, {4, 1, 0}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_static3)
{
migraphx::shape a_shape{migraphx::shape::float_type, {3, 4, 4}};
migraphx::shape b_shape{migraphx::shape::float_type, {4, 1}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 4, 4}, {16, 4, 1}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 4, 4}, {0, 1, 0}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_static4)
{
migraphx::shape a_shape{migraphx::shape::float_type, {3, 1, 4}};
migraphx::shape b_shape{migraphx::shape::float_type, {4, 1}};
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 4, 4}, {4, 0, 1}},
migraphx::make_op("multibroadcast"),
a_shape,
b_shape);
expect_shape(migraphx::shape{migraphx::shape::float_type, {3, 4, 4}, {0, 1, 0}},
migraphx::make_op("multibroadcast"),
b_shape,
a_shape);
}
TEST_CASE(multibroadcast_2in_static_static_error0)
{
migraphx::shape a_shape{migraphx::shape::float_type, {3, 4, 4}};
migraphx::shape b_shape{migraphx::shape::float_type, {4, 3}};
throws_shape(migraphx::make_op("multibroadcast"), a_shape, b_shape);
throws_shape(migraphx::make_op("multibroadcast"), b_shape, a_shape);
}
TEST_CASE(multinomial) TEST_CASE(multinomial)
{ {
migraphx::shape s{migraphx::shape::float_type, {2, 5}}; migraphx::shape s{migraphx::shape::float_type, {2, 5}};
......
test/ref_ops_test.cpp
View file @ 04b8da98
...@@ -225,6 +225,30 @@ TEST_CASE(add_test) ...@@ -225,6 +225,30 @@ TEST_CASE(add_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(argmax_test_0)
{ {
migraphx::program p; migraphx::program p;
...@@ -670,6 +694,52 @@ TEST_CASE(broadcast_test) ...@@ -670,6 +694,52 @@ TEST_CASE(broadcast_test)
EXPECT(output(1, 1) == -3); EXPECT(output(1, 1) == -3);
} }
TEST_CASE(broadcast_2in_static_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}};
std::vector<int32_t> a_data{0, 0, 0, 0};
migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
std::vector<int32_t> b_data{-2, -3};
uint64_t axis = 0;
auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data});
auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
mm->add_instruction(migraphx::make_op("broadcast", {{"axis", axis}}), l2, l1);
p.compile(migraphx::ref::target{});
auto result = p.eval({}).back();
auto output = result.get<int32_t>();
EXPECT(output(0, 0) == -2);
EXPECT(output(0, 1) == -2);
EXPECT(output(1, 0) == -3);
EXPECT(output(1, 1) == -3);
}
TEST_CASE(broadcast_2in_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 2, 0}, {2, 4, 0}}};
migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
std::vector<int32_t> b_data{-2, -3};
uint64_t axis = 0;
auto pa = mm->add_parameter("a", a_shape);
auto lb = mm->add_literal(migraphx::literal{b_shape, b_data});
mm->add_instruction(migraphx::make_op("broadcast", {{"axis", axis}}), lb, pa);
p.compile(migraphx::ref::target{});
std::vector<int32_t> a_data{0, 0, 0, 0};
migraphx::shape input_fixed_shape0{migraphx::shape::int32_type, {2, 2}};
migraphx::parameter_map params0;
params0["a"] = migraphx::argument(input_fixed_shape0, a_data.data());
auto result = p.eval(params0).back();
auto output = result.get<int32_t>();
EXPECT(output(0, 0) == -2);
EXPECT(output(0, 1) == -2);
EXPECT(output(1, 0) == -3);
EXPECT(output(1, 1) == -3);
}
TEST_CASE(ceil_test) TEST_CASE(ceil_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -1915,6 +1985,32 @@ TEST_CASE(div_test) ...@@ -1915,6 +1985,32 @@ TEST_CASE(div_test)
EXPECT(migraphx::verify_range(results_vector, gold)); EXPECT(migraphx::verify_range(results_vector, gold));
} }
TEST_CASE(div_dyn_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) TEST_CASE(elu_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -2002,6 +2098,35 @@ TEST_CASE(equal_test) ...@@ -2002,6 +2098,35 @@ TEST_CASE(equal_test)
EXPECT(results_vector == gold); EXPECT(results_vector == gold);
} }
TEST_CASE(equal_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<migraphx::shape::dynamic_dimension> dd{{6, 12, 9}};
migraphx::shape s{migraphx::shape::float_type, dd};
auto p0 = mm->add_parameter("l", s);
auto p1 = mm->add_parameter("r", s);
auto eq = mm->add_instruction(migraphx::make_op("equal"), p0, p1);
auto r = mm->add_instruction(
migraphx::make_op("convert",
{{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}),
eq);
mm->add_return({r});
p.compile(migraphx::ref::target{});
std::vector<float> l_data{1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0};
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["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()); });
std::vector<bool> gold = {true, false, false, false, true, false, true, false, false};
EXPECT(results_vector == gold);
}
TEST_CASE(erf_test) TEST_CASE(erf_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -2662,6 +2787,35 @@ TEST_CASE(greater_test) ...@@ -2662,6 +2787,35 @@ TEST_CASE(greater_test)
EXPECT(results_vector == gold); 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) TEST_CASE(identity_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3242,6 +3396,40 @@ TEST_CASE(less_test) ...@@ -3242,6 +3396,40 @@ TEST_CASE(less_test)
EXPECT(results_vector == gold); 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) TEST_CASE(log_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3305,6 +3493,35 @@ TEST_CASE(logical_and_test) ...@@ -3305,6 +3493,35 @@ TEST_CASE(logical_and_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(logical_or_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3327,6 +3544,35 @@ TEST_CASE(logical_or_test) ...@@ -3327,6 +3544,35 @@ TEST_CASE(logical_or_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(logical_xor_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3349,6 +3595,35 @@ TEST_CASE(logical_xor_test) ...@@ -3349,6 +3595,35 @@ TEST_CASE(logical_xor_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(logsoftmax_test_axis_0)
{ {
migraphx::program p; migraphx::program p;
...@@ -3576,6 +3851,34 @@ TEST_CASE(max_test) ...@@ -3576,6 +3851,34 @@ TEST_CASE(max_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(maxpool_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3769,6 +4072,34 @@ TEST_CASE(min_test) ...@@ -3769,6 +4072,34 @@ TEST_CASE(min_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(fmod_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3787,6 +4118,34 @@ TEST_CASE(fmod_test) ...@@ -3787,6 +4118,34 @@ TEST_CASE(fmod_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(fmod_float_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3824,6 +4183,34 @@ TEST_CASE(mod_test) ...@@ -3824,6 +4183,34 @@ TEST_CASE(mod_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(mod_float_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -3865,6 +4252,100 @@ TEST_CASE(mul_test) ...@@ -3865,6 +4252,100 @@ TEST_CASE(mul_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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(multibroadcast_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}};
std::vector<int32_t> a_data{0, 0, 0, 0};
migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
std::vector<int32_t> b_data{-2, -3};
auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data});
auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", l1->get_shape().lens()}}),
l2);
p.compile(migraphx::ref::target{});
auto result = p.eval({}).back();
auto output = result.get<int32_t>();
EXPECT(output(0, 0) == -2);
EXPECT(output(0, 1) == -3);
EXPECT(output(1, 0) == -2);
EXPECT(output(1, 1) == -3);
}
TEST_CASE(multibroadcast_2in_static_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}};
std::vector<int32_t> a_data{0, 0, 0, 0};
migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
std::vector<int32_t> b_data{-2, -3};
auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data});
auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1);
p.compile(migraphx::ref::target{});
auto result = p.eval({}).back();
auto output = result.get<int32_t>();
EXPECT(output(0, 0) == -2);
EXPECT(output(0, 1) == -3);
EXPECT(output(1, 0) == -2);
EXPECT(output(1, 1) == -3);
}
TEST_CASE(multibroadcast_2in_dyn_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 4, 0}, {2, 2, 0}}};
migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
std::vector<int32_t> b_data{-2, -3};
auto l1 = mm->add_parameter("a", a_shape);
auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1);
p.compile(migraphx::ref::target{});
std::vector<int32_t> a_data{0, 0, 0, 0};
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 2}};
params0["a"] = migraphx::argument(input_fixed_shape0, a_data.data());
auto result = p.eval(params0).back();
auto output = result.get<int32_t>();
EXPECT(output(0, 0) == -2);
EXPECT(output(0, 1) == -3);
EXPECT(output(1, 0) == -2);
EXPECT(output(1, 1) == -3);
}
TEST_CASE(multinomial_test) TEST_CASE(multinomial_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -4444,7 +4925,31 @@ TEST_CASE(pow_test) ...@@ -4444,7 +4925,31 @@ TEST_CASE(pow_test)
mm->add_instruction(migraphx::make_op("pow"), b, e); mm->add_instruction(migraphx::make_op("pow"), b, e);
p.compile(migraphx::ref::target{}); p.compile(migraphx::ref::target{});
auto result = p.eval({}).back(); 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()); }); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = data; std::vector<float> gold = data;
std::transform( std::transform(
...@@ -4833,6 +5338,30 @@ TEST_CASE(prelu_test) ...@@ -4833,6 +5338,30 @@ TEST_CASE(prelu_test)
EXPECT(migraphx::verify_range(results_vector, gold)); EXPECT(migraphx::verify_range(results_vector, gold));
} }
TEST_CASE(prelu_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 slope = mm->add_parameter("slope", s);
mm->add_instruction(migraphx::make_op("prelu"), x, slope);
p.compile(migraphx::ref::target{});
std::vector<float> x_data{-1, 0, 2};
std::vector<float> slope_data{2, 1, 2};
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["slope"] = migraphx::argument(input_fixed_shape0, slope_data.data());
auto result = p.eval(params0).back();
std::vector<float> results_vector;
result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = {-2.0f, 0.0f, 2.0f};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(quant_conv2d_padding_stride_test) TEST_CASE(quant_conv2d_padding_stride_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -6504,6 +7033,30 @@ TEST_CASE(sqdiff_test) ...@@ -6504,6 +7033,30 @@ TEST_CASE(sqdiff_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(sqrt_test)
{ {
migraphx::program p; migraphx::program p;
...@@ -6639,6 +7192,30 @@ TEST_CASE(sub_test) ...@@ -6639,6 +7192,30 @@ TEST_CASE(sub_test)
EXPECT(migraphx::verify_range(results_vector, gold)); 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) TEST_CASE(tan_test)
{ {
migraphx::program p; migraphx::program p;
......
test/shape_test.cpp
View file @ 04b8da98
...@@ -38,6 +38,27 @@ TEST_CASE(test_shape_default) ...@@ -38,6 +38,27 @@ TEST_CASE(test_shape_default)
EXPECT(s.elements() == 0); EXPECT(s.elements() == 0);
EXPECT(s.bytes() == 0); EXPECT(s.bytes() == 0);
} }
TEST_CASE(test_dyn_4arg_constructor)
{
migraphx::shape s{migraphx::shape::float_type,
{
1,
4,
4,
},
{
4,
4,
4,
},
{0, 0, 0}};
std::vector<migraphx::shape::dynamic_dimension> expected_dyn_dims = {
{1, 4, 0}, {4, 4, 0}, {4, 4, 0}};
EXPECT(s.dynamic());
EXPECT(s.dyn_dims() == expected_dyn_dims);
}
TEST_CASE(test_shape_assign) TEST_CASE(test_shape_assign)
{ {
migraphx::shape s1{migraphx::shape::float_type, {100, 32, 8, 8}}; migraphx::shape s1{migraphx::shape::float_type, {100, 32, 8, 8}};
...@@ -185,6 +206,31 @@ TEST_CASE(test_shape_packed) ...@@ -185,6 +206,31 @@ TEST_CASE(test_shape_packed)
EXPECT(not s.broadcasted()); EXPECT(not s.broadcasted());
} }
TEST_CASE(test_shape_ndim_static)
{
migraphx::shape s0{migraphx::shape::float_type, {2, 2}};
EXPECT(s0.ndim() == 2);
migraphx::shape s1{migraphx::shape::float_type, {1, 2, 4, 4}};
EXPECT(s1.ndim() == 4);
migraphx::shape s2{migraphx::shape::float_type, {2, 4, 4, 1, 3}};
EXPECT(s2.ndim() == 5);
}
TEST_CASE(test_shape_ndim_dyn)
{
migraphx::shape s0{migraphx::shape::float_type, {{2, 2, 0}, {2, 2, 0}}};
EXPECT(s0.ndim() == 2);
migraphx::shape s1{migraphx::shape::float_type, {{1, 1, 0}, {2, 4, 0}, {2, 4, 0}, {2, 4, 0}}};
EXPECT(s1.ndim() == 4);
migraphx::shape s2{migraphx::shape::float_type,
{{1, 1, 0}, {2, 4, 0}, {2, 4, 0}, {1, 1, 1}, {3, 3, 0}}};
EXPECT(s2.ndim() == 5);
}
TEST_CASE(test_shape_non_packed_single_dim) TEST_CASE(test_shape_non_packed_single_dim)
{ {
migraphx::shape s{migraphx::shape::float_type, {1, 64, 35, 35}, {156800, 1225, 35, 1}}; migraphx::shape s{migraphx::shape::float_type, {1, 64, 35, 35}, {156800, 1225, 35, 1}};
...@@ -212,6 +258,21 @@ TEST_CASE(test_shape_transposed2) ...@@ -212,6 +258,21 @@ TEST_CASE(test_shape_transposed2)
EXPECT(not s.broadcasted()); EXPECT(not s.broadcasted());
} }
TEST_CASE(test_shape_static_to_dynamic)
{
migraphx::shape s0{migraphx::shape::float_type, {1, 2, 4, 4}};
migraphx::shape s1 = s0.to_dynamic();
migraphx::shape s2{migraphx::shape::float_type, {{1, 1, 0}, {2, 2, 0}, {4, 4, 0}, {4, 4, 0}}};
EXPECT(s1 == s2);
}
TEST_CASE(test_shape_dyn_to_dynamic)
{
migraphx::shape s0{migraphx::shape::float_type, {{1, 1, 0}, {2, 4, 0}, {2, 4, 0}, {2, 4, 0}}};
migraphx::shape s1 = s0.to_dynamic();
EXPECT(s0 == s1);
}
TEST_CASE(test_shape_overlap) TEST_CASE(test_shape_overlap)
{ {
migraphx::shape s{migraphx::shape::float_type, {2, 2, 3}, {6, 3, 2}}; migraphx::shape s{migraphx::shape::float_type, {2, 2, 3}, {6, 3, 2}};
......
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