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gaoqiong
MIGraphX
Commits
30243d2c
Commit
30243d2c
authored
Sep 27, 2022
by
charlie
Browse files
Adding tests
parent
a56e1601
Changes
3
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3 changed files
with
263 additions
and
0 deletions
+263
-0
test/onnx/gen_onnx.py
test/onnx/gen_onnx.py
+24
-0
test/onnx/onnx_test.cpp
test/onnx/onnx_test.cpp
+38
-0
test/ref_ops_test.cpp
test/ref_ops_test.cpp
+201
-0
No files found.
test/onnx/gen_onnx.py
View file @
30243d2c
...
...
@@ -3578,6 +3578,16 @@ def neg_test():
return
([
node
],
[
x
],
[
y
])
@
onnx_test
def
neg_dynamic_test
():
x
=
helper
.
make_tensor_value_info
(
'0'
,
TensorProto
.
INT64
,
[
None
,
3
])
y
=
helper
.
make_tensor_value_info
(
'1'
,
TensorProto
.
INT64
,
[
None
,
3
])
node
=
onnx
.
helper
.
make_node
(
'Neg'
,
inputs
=
[
'0'
],
outputs
=
[
'1'
])
return
([
node
],
[
x
],
[
y
])
@
onnx_test
def
nms_test
():
b
=
helper
.
make_tensor_value_info
(
'boxes'
,
TensorProto
.
FLOAT
,
[
1
,
6
,
4
])
...
...
@@ -5211,6 +5221,20 @@ def sinh_test():
return
([
node
],
[
x
],
[
y
])
@
onnx_test
def
sinh_dynamic_test
():
x
=
helper
.
make_tensor_value_info
(
'x'
,
TensorProto
.
FLOAT
,
[
None
])
y
=
helper
.
make_tensor_value_info
(
'y'
,
TensorProto
.
FLOAT
,
[
None
])
node
=
onnx
.
helper
.
make_node
(
'Sinh'
,
inputs
=
[
'x'
],
outputs
=
[
'y'
],
)
return
([
node
],
[
x
],
[
y
])
@
onnx_test
def
size_float_test
():
x
=
helper
.
make_tensor_value_info
(
'x'
,
TensorProto
.
FLOAT
,
[
2
,
3
,
4
])
...
...
test/onnx/onnx_test.cpp
View file @
30243d2c
...
...
@@ -3350,6 +3350,21 @@ TEST_CASE(neg_test)
EXPECT
(
p
==
prog
);
}
TEST_CASE
(
neg_dynamic_test
)
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
int64_type
,
{{
1
,
10
,
0
},
{
3
,
3
,
0
}}};
auto
input
=
mm
->
add_parameter
(
"0"
,
s
);
auto
ret
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"neg"
),
input
);
mm
->
add_return
({
ret
});
migraphx
::
onnx_options
options
;
options
.
default_dyn_dim_value
=
{
1
,
10
,
0
};
auto
prog
=
migraphx
::
parse_onnx
(
"neg_dynamic_test.onnx"
,
options
);
EXPECT
(
p
==
prog
);
}
TEST_CASE
(
nms_test
)
{
migraphx
::
program
p
;
...
...
@@ -5073,6 +5088,29 @@ TEST_CASE(sinh_test)
EXPECT
(
p
==
prog
);
}
TEST_CASE
(
sinh_dynamic_test
)
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
::
dynamic_dimension
dd
{
1
,
10
,
0
};
std
::
vector
<
migraphx
::
shape
::
dynamic_dimension
>
dyn_dims
;
dyn_dims
.
push_back
(
dd
);
auto
input
=
mm
->
add_parameter
(
"x"
,
migraphx
::
shape
{
migraphx
::
shape
::
float_type
,
dyn_dims
});
mm
->
add_instruction
(
migraphx
::
make_op
(
"sinh"
),
input
);
migraphx
::
onnx_options
options
;
options
.
default_dyn_dim_value
=
dd
;
auto
prog
=
parse_onnx
(
"sinh_dynamic_test.onnx"
,
options
);
auto
*
mm_onnx
=
prog
.
get_main_module
();
auto
last_ins
=
std
::
prev
(
mm_onnx
->
end
());
if
(
last_ins
->
name
()
==
"@return"
)
{
mm
->
remove_instruction
(
last_ins
);
}
EXPECT
(
p
==
prog
);
}
TEST_CASE
(
size_float_test
)
{
migraphx
::
program
p
;
...
...
test/ref_ops_test.cpp
View file @
30243d2c
...
...
@@ -62,6 +62,25 @@ TEST_CASE(abs_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(abs_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
std::vector<float> a = {-1, 2, -3, 4};
migraphx::shape s{migraphx::shape::float_type, {{2, 8, 0}, {2, 2, 0}}};
auto input = mm->add_parameter("X", s);
mm->add_instruction(migraphx::make_op("abs"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 2}};
params0["X"] = migraphx::argument(input_fixed_shape0, a.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, 2, 3, 4};
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(acos_test)
{
migraphx::program p;
...
...
@@ -80,6 +99,29 @@ TEST_CASE(acos_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(acos_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{-0.8f, 0.0f, 1.0f};
mm->add_instruction(migraphx::make_op("acos"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acosf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(acosh_test)
{
migraphx::program p;
...
...
@@ -98,6 +140,29 @@ TEST_CASE(acosh_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(acosh_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{1.1f, 1.2f, 2.0f};
mm->add_instruction(migraphx::make_op("acosh"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return acoshf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(add_broadcast_test)
{
{
...
...
@@ -332,6 +397,29 @@ TEST_CASE(asin_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(asin_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{-0.5f, 0.0f, 0.9f};
mm->add_instruction(migraphx::make_op("asin"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(asinh_test)
{
migraphx::program p;
...
...
@@ -350,6 +438,29 @@ TEST_CASE(asinh_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(asinh_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{-0.5f, 0.0f, 0.9f};
mm->add_instruction(migraphx::make_op("asinh"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return asinhf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(atan_test)
{
migraphx::program p;
...
...
@@ -368,6 +479,29 @@ TEST_CASE(atan_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(atan_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{-1.0f, 0.0f, 1.0f};
mm->add_instruction(migraphx::make_op("atan"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(atanh_test)
{
migraphx::program p;
...
...
@@ -386,6 +520,29 @@ TEST_CASE(atanh_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(atanh_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{3, 8, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data{0.4435683f, 0.6223626f, 0.316958f};
mm->add_instruction(migraphx::make_op("atanh"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {3}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return atanhf(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(avgpool_test)
{
// 1D case 1, input is 3D
...
...
@@ -729,6 +886,29 @@ TEST_CASE(ceil_test)
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(ceil_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape::dynamic_dimension dd{4, 12, 0};
migraphx::shape s{migraphx::shape::float_type, {dd}};
auto input = mm->add_parameter("X", s);
std::vector<float> input_data = {1.1, 1.5, 1.6, -1.1, -1.5, -1.6, 0.0, 2.0, -2.0};
mm->add_instruction(migraphx::make_op("ceil"), input);
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {9}};
params0["X"] = migraphx::argument(input_fixed_shape0, input_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 = input_data;
std::transform(
gold.begin(), gold.end(), gold.begin(), [](float n) -> float { return std::ceil(n); });
EXPECT(migraphx::verify_range(results_vector, gold));
}
TEST_CASE(clip_test)
{
migraphx::program p;
...
...
@@ -3696,6 +3876,27 @@ TEST_CASE(neg_test)
EXPECT(migraphx::verify_range(result_vector, gold));
}
TEST_CASE(neg_dynamic_test)
{
migraphx::program p;
auto* mm = p.get_main_module();
migraphx::shape s{migraphx::shape::float_type, {{2, 4, 0}, {3, 3, 0}}};
std::vector<float> a = {1.0f, 1.3f, -1.2f, 0.0f, -100.f, 200.f};
auto input = mm->add_parameter("X", s);
auto ret = mm->add_instruction(migraphx::make_op("neg"), input);
mm->add_return({ret});
p.compile(migraphx::ref::target{});
migraphx::parameter_map params0;
migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 3}};
params0["X"] = migraphx::argument(input_fixed_shape0, a.data());
auto result = p.eval(params0).back();
std::vector<float> result_vector;
result.visit([&](auto output) { result_vector.assign(output.begin(), output.end()); });
std::vector<float> gold = a;
std::transform(gold.begin(), gold.end(), gold.begin(), std::negate<float>());
EXPECT(migraphx::verify_range(result_vector, gold));
}
TEST_CASE(nms_dynamic_out_test)
{
migraphx::program p;
...
...
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