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gaoqiong
MIGraphX
Commits
77df49b8
Unverified
Commit
77df49b8
authored
Oct 03, 2023
by
Chris Austen
Committed by
GitHub
Oct 03, 2023
Browse files
Merge branch 'develop' into jenkins_reorder
parents
e4e19b1d
60b8b097
Changes
150
Hide whitespace changes
Inline
Side-by-side
Showing
20 changed files
with
80 additions
and
80 deletions
+80
-80
test/ref/erf.cpp
test/ref/erf.cpp
+2
-2
test/ref/exp.cpp
test/ref/exp.cpp
+2
-2
test/ref/fill.cpp
test/ref/fill.cpp
+3
-3
test/ref/floor.cpp
test/ref/floor.cpp
+2
-2
test/ref/fmod.cpp
test/ref/fmod.cpp
+3
-3
test/ref/gather.cpp
test/ref/gather.cpp
+10
-10
test/ref/gathernd.cpp
test/ref/gathernd.cpp
+11
-11
test/ref/im2col.cpp
test/ref/im2col.cpp
+18
-18
test/ref/isnan.cpp
test/ref/isnan.cpp
+6
-6
test/ref/leaky_relu.cpp
test/ref/leaky_relu.cpp
+1
-1
test/ref/log.cpp
test/ref/log.cpp
+2
-2
test/ref/logical_and.cpp
test/ref/logical_and.cpp
+2
-2
test/ref/logical_or.cpp
test/ref/logical_or.cpp
+2
-2
test/ref/logical_xor.cpp
test/ref/logical_xor.cpp
+2
-2
test/ref/logsoftmax.cpp
test/ref/logsoftmax.cpp
+4
-4
test/ref/lrn.cpp
test/ref/lrn.cpp
+1
-1
test/ref/max.cpp
test/ref/max.cpp
+2
-2
test/ref/min.cpp
test/ref/min.cpp
+2
-2
test/ref/mod.cpp
test/ref/mod.cpp
+3
-3
test/ref/mul.cpp
test/ref/mul.cpp
+2
-2
No files found.
test/ref/erf.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(erf_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
erff
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
erf_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(erf_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
erff
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/exp.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(exp_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
expf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
exp_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(exp_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
expf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/fill.cpp
View file @
77df49b8
...
...
@@ -51,7 +51,7 @@ TEST_CASE(fill_static_int)
std
::
vector
<
int64_t
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
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
)
...
...
@@ -75,7 +75,7 @@ TEST_CASE(fill_dyn_float)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
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
)
...
...
@@ -98,5 +98,5 @@ TEST_CASE(fill_var_default_value)
std
::
vector
<
int64_t
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
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 @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(floor_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
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
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(floor_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
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
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(fmod_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
fmod_dyn_test
)
...
...
@@ -73,7 +73,7 @@ TEST_CASE(fmod_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
fmod_float_test
)
...
...
@@ -92,5 +92,5 @@ TEST_CASE(fmod_float_test)
std
::
vector
<
float
>
results_vector
(
4
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
{
-
1.2
f
,
0.5
f
,
-
3.3
f
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/gather.cpp
View file @
77df49b8
...
...
@@ -52,7 +52,7 @@ TEST_CASE(gather_non_std_test)
0.5
f
,
1.5
f
,
2.5
f
,
6.5
f
,
7.5
f
,
8.5
f
,
0.5
f
,
1.5
f
,
2.5
f
,
6.5
f
,
7.5
f
,
8.5
f
};
std
::
vector
<
float
>
res_data
;
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
}
...
...
@@ -75,7 +75,7 @@ TEST_CASE(gather_test_1)
std
::
vector
<
float
>
res_data
(
4
*
5
);
std
::
vector
<
float
>
golden
=
{
0.5
f
,
1.5
f
,
2.5
f
,
6.5
f
,
7.5
f
,
8.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_2
)
...
...
@@ -97,7 +97,7 @@ TEST_CASE(gather_test_2)
std
::
vector
<
float
>
res_data
(
4
*
5
);
std
::
vector
<
float
>
golden
=
{
0.5
f
,
1.5
f
,
2.5
f
,
6.5
f
,
7.5
f
,
8.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_3
)
...
...
@@ -119,7 +119,7 @@ TEST_CASE(gather_test_3)
std
::
vector
<
float
>
res_data
(
4
*
5
);
std
::
vector
<
float
>
golden
=
{
0.5
f
,
2.5
f
,
3.5
f
,
5.5
f
,
6.5
f
,
8.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_4
)
...
...
@@ -141,7 +141,7 @@ TEST_CASE(gather_test_4)
std
::
vector
<
float
>
res_data
(
4
*
5
);
std
::
vector
<
float
>
golden
=
{
0.5
f
,
2.5
f
,
3.5
f
,
5.5
f
,
6.5
f
,
8.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_5
)
...
...
@@ -164,7 +164,7 @@ TEST_CASE(gather_test_5)
std
::
vector
<
float
>
res_data
{};
std
::
vector
<
float
>
golden
=
{
0.5
f
,
3.5
f
,
6.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_6
)
...
...
@@ -187,7 +187,7 @@ TEST_CASE(gather_test_6)
std
::
vector
<
float
>
res_data
{};
std
::
vector
<
float
>
golden
=
{
0.5
f
,
3.5
f
,
6.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_test_7
)
...
...
@@ -210,7 +210,7 @@ TEST_CASE(gather_test_7)
std
::
vector
<
float
>
res_data
{};
std
::
vector
<
float
>
golden
=
{
0.5
f
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
golden
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
golden
));
}
TEST_CASE
(
gather_dyn_test0
)
...
...
@@ -243,7 +243,7 @@ TEST_CASE(gather_dyn_test0)
std
::
vector
<
int
>
gold
=
{
1
,
2
,
4
,
5
};
std
::
vector
<
int
>
results_vector
(
2
*
1
*
2
);
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
));
migraphx
::
shape
sfinal
{
migraphx
::
shape
::
int32_type
,
{
2
,
1
,
2
}};
EXPECT
(
result
.
get_shape
()
==
sfinal
);
}
...
...
@@ -280,7 +280,7 @@ TEST_CASE(gather_dyn_test1)
std
::
vector
<
int
>
results_vector
(
1
*
2
*
4
);
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
));
migraphx
::
shape
sfinal
{
migraphx
::
shape
::
int32_type
,
{
1
,
2
,
4
}};
EXPECT
(
result
.
get_shape
()
==
sfinal
);
}
test/ref/gathernd.cpp
View file @
77df49b8
...
...
@@ -52,7 +52,7 @@ TEST_CASE(gathernd_test_1)
std
::
vector
<
float
>
gold
{
0
,
3
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_test_2
)
...
...
@@ -77,7 +77,7 @@ TEST_CASE(gathernd_test_2)
std
::
vector
<
float
>
gold
{
2
,
3
,
0
,
1
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_test_3
)
...
...
@@ -102,7 +102,7 @@ TEST_CASE(gathernd_test_3)
std
::
vector
<
float
>
gold
{
3
,
4
,
5
,
0
,
1
,
2
,
0
,
1
,
2
,
3
,
4
,
5
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_test_4
)
...
...
@@ -128,7 +128,7 @@ TEST_CASE(gathernd_test_4)
std
::
vector
<
float
>
gold
{
0
,
1
,
2
,
3
,
4
,
5
,
18
,
19
,
20
,
21
,
22
,
23
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_test_5
)
...
...
@@ -155,7 +155,7 @@ TEST_CASE(gathernd_test_5)
std
::
vector
<
float
>
gold
{
0
,
4
,
8
,
11
,
13
,
15
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_test_6
)
...
...
@@ -215,7 +215,7 @@ TEST_CASE(gathernd_dynamic0)
std
::
vector
<
float
>
gold
{
3
,
4
,
5
,
0
,
1
,
2
,
0
,
1
,
2
,
3
,
4
,
5
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_dynamic1
)
...
...
@@ -251,7 +251,7 @@ TEST_CASE(gathernd_dynamic1)
std
::
vector
<
float
>
gold
{
3
,
4
,
5
,
0
,
1
,
2
,
0
,
1
,
2
,
3
,
4
,
5
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_dynamic2
)
...
...
@@ -287,7 +287,7 @@ TEST_CASE(gathernd_dynamic2)
std
::
vector
<
float
>
gold
{
3
,
4
,
5
,
0
,
1
,
2
,
0
,
1
,
2
,
3
,
4
,
5
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_dynamic3
)
...
...
@@ -323,7 +323,7 @@ TEST_CASE(gathernd_dynamic3)
std
::
vector
<
float
>
res_data
{};
std
::
vector
<
float
>
gold
{
1
,
0
,
3
,
4
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_dynamic4
)
...
...
@@ -358,7 +358,7 @@ TEST_CASE(gathernd_dynamic4)
std
::
vector
<
float
>
res_data
{};
std
::
vector
<
float
>
gold
{
5
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_negative_index_test_1
)
...
...
@@ -383,7 +383,7 @@ TEST_CASE(gathernd_negative_index_test_1)
std
::
vector
<
float
>
gold
{
2
,
3
,
0
,
1
};
result
.
visit
([
&
](
auto
output
)
{
res_data
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res_data
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res_data
,
gold
));
}
TEST_CASE
(
gathernd_negative_index_test_2
)
...
...
test/ref/im2col.cpp
View file @
77df49b8
...
...
@@ -40,14 +40,14 @@ TEST_CASE(im2col_3x3_no_pad_identity_test)
std
::
size_t
channels
=
1
;
std
::
vector
<
int32_t
>
weights
(
channels
*
f
[
0
]
*
f
[
1
]);
std
::
vector
<
int32_t
>
input
(
channels
*
size
[
0
]
*
size
[
1
]);
std
::
iota
(
input
.
begin
(),
input
.
end
(),
0
);
std
::
vector
<
int32_t
>
gold
(
channels
*
size
[
0
]
*
size
[
1
]);
std
::
iota
(
gold
.
begin
(),
gold
.
end
(),
0
);
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s_image
{
migraphx
::
shape
::
int32_type
,
{
1
,
channels
,
size
[
0
],
size
[
1
]}};
migraphx
::
shape
s_weights
{
migraphx
::
shape
::
int32_type
,
{
1
,
channels
,
f
[
0
],
f
[
1
]}};
auto
l_image
=
mm
->
add_literal
(
migraphx
::
literal
{
s_image
,
input
});
auto
l_image
=
mm
->
add_literal
(
migraphx
::
literal
{
s_image
,
gold
});
auto
l_weights
=
mm
->
add_literal
(
migraphx
::
literal
{
s_weights
,
weights
});
mm
->
add_instruction
(
migraphx
::
make_op
(
"im2col"
,
...
...
@@ -61,7 +61,7 @@ TEST_CASE(im2col_3x3_no_pad_identity_test)
std
::
size_t
col_width
=
(
size
[
1
]
-
f
[
1
]
+
2
*
padding
[
1
])
/
stride
[
1
]
+
1
;
std
::
vector
<
float
>
results_vector
(
channels
*
f
[
0
]
*
f
[
1
]
*
col_height
*
col_width
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
input
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
im2col_3x3_no_pad_test
)
...
...
@@ -91,14 +91,14 @@ TEST_CASE(im2col_3x3_no_pad_test)
p
.
compile
(
migraphx
::
make_target
(
"ref"
));
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
int
>
correct
=
{
0
,
1
,
2
,
4
,
5
,
6
,
8
,
9
,
10
,
1
,
2
,
3
,
5
,
6
,
7
,
9
,
10
,
11
,
4
,
5
,
6
,
8
,
9
,
10
,
12
,
13
,
14
,
5
,
6
,
7
,
9
,
10
,
11
,
13
,
14
,
15
};
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
4
,
5
,
6
,
8
,
9
,
10
,
1
,
2
,
3
,
5
,
6
,
7
,
9
,
10
,
11
,
4
,
5
,
6
,
8
,
9
,
10
,
12
,
13
,
14
,
5
,
6
,
7
,
9
,
10
,
11
,
13
,
14
,
15
};
std
::
size_t
col_height
=
(
size
[
0
]
-
f
[
0
]
+
2
*
padding
[
0
])
/
stride
[
0
]
+
1
;
std
::
size_t
col_width
=
(
size
[
1
]
-
f
[
1
]
+
2
*
padding
[
1
])
/
stride
[
1
]
+
1
;
std
::
vector
<
float
>
results_vector
(
channels
*
f
[
0
]
*
f
[
1
]
*
col_height
*
col_width
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
im2col_3x3_stride_2_no_pad_test
)
...
...
@@ -128,15 +128,15 @@ TEST_CASE(im2col_3x3_stride_2_no_pad_test)
p
.
compile
(
migraphx
::
make_target
(
"ref"
));
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
int
>
correct
=
{
0
,
1
,
2
,
6
,
7
,
8
,
12
,
13
,
14
,
2
,
3
,
4
,
8
,
9
,
10
,
14
,
15
,
16
,
12
,
13
,
14
,
18
,
19
,
20
,
24
,
25
,
26
,
14
,
15
,
16
,
20
,
21
,
22
,
26
,
27
,
28
};
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
6
,
7
,
8
,
12
,
13
,
14
,
2
,
3
,
4
,
8
,
9
,
10
,
14
,
15
,
16
,
12
,
13
,
14
,
18
,
19
,
20
,
24
,
25
,
26
,
14
,
15
,
16
,
20
,
21
,
22
,
26
,
27
,
28
};
std
::
size_t
col_height
=
(
size
[
0
]
-
f
[
0
]
+
2
*
padding
[
0
])
/
stride
[
0
]
+
1
;
std
::
size_t
col_width
=
(
size
[
1
]
-
f
[
1
]
+
2
*
padding
[
1
])
/
stride
[
1
]
+
1
;
std
::
vector
<
float
>
results_vector
(
channels
*
f
[
0
]
*
f
[
1
]
*
col_height
*
col_width
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
im2col_3x3_with_channels_identity_test
)
...
...
@@ -149,14 +149,14 @@ TEST_CASE(im2col_3x3_with_channels_identity_test)
std
::
size_t
channels
=
2
;
std
::
vector
<
int32_t
>
weights
(
channels
*
f
[
0
]
*
f
[
1
]);
std
::
vector
<
int32_t
>
input
(
channels
*
size
[
0
]
*
size
[
1
]);
std
::
iota
(
input
.
begin
(),
input
.
end
(),
0
);
std
::
vector
<
int32_t
>
gold
(
channels
*
size
[
0
]
*
size
[
1
]);
std
::
iota
(
gold
.
begin
(),
gold
.
end
(),
0
);
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s_image
{
migraphx
::
shape
::
int32_type
,
{
1
,
channels
,
size
[
0
],
size
[
1
]}};
migraphx
::
shape
s_weights
{
migraphx
::
shape
::
int32_type
,
{
1
,
channels
,
f
[
0
],
f
[
1
]}};
auto
l_image
=
mm
->
add_literal
(
migraphx
::
literal
{
s_image
,
input
});
auto
l_image
=
mm
->
add_literal
(
migraphx
::
literal
{
s_image
,
gold
});
auto
l_weights
=
mm
->
add_literal
(
migraphx
::
literal
{
s_weights
,
weights
});
mm
->
add_instruction
(
migraphx
::
make_op
(
"im2col"
,
...
...
@@ -170,7 +170,7 @@ TEST_CASE(im2col_3x3_with_channels_identity_test)
std
::
size_t
col_width
=
(
size
[
1
]
-
f
[
1
]
+
2
*
padding
[
1
])
/
stride
[
1
]
+
1
;
std
::
vector
<
float
>
results_vector
(
channels
*
f
[
0
]
*
f
[
1
]
*
col_height
*
col_width
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
input
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
im2col_3x3_with_padding_test
)
...
...
@@ -200,12 +200,12 @@ TEST_CASE(im2col_3x3_with_padding_test)
p
.
compile
(
migraphx
::
make_target
(
"ref"
));
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
int
>
correct
=
{
0
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
};
std
::
vector
<
int
>
gold
=
{
0
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
,
1
,
0
,
2
,
3
,
0
,
0
,
0
,
0
};
std
::
size_t
col_height
=
(
size
[
0
]
-
f
[
0
]
+
2
*
padding
[
0
])
/
stride
[
0
]
+
1
;
std
::
size_t
col_width
=
(
size
[
1
]
-
f
[
1
]
+
2
*
padding
[
1
])
/
stride
[
1
]
+
1
;
std
::
vector
<
float
>
results_vector
(
channels
*
f
[
0
]
*
f
[
1
]
*
col_height
*
col_width
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/isnan.cpp
View file @
77df49b8
...
...
@@ -45,8 +45,8 @@ TEST_CASE(isnan_test)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
correct
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
std
::
vector
<
float
>
gold
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
// half test
...
...
@@ -64,8 +64,8 @@ TEST_CASE(isnan_test)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
correct
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
std
::
vector
<
float
>
gold
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
}
...
...
@@ -86,6 +86,6 @@ TEST_CASE(isnan_dyn_test)
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
>
correct
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
std
::
vector
<
float
>
gold
=
{
0
,
0
,
1
,
1
,
0
,
0
};
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/leaky_relu.cpp
View file @
77df49b8
...
...
@@ -42,5 +42,5 @@ TEST_CASE(leaky_relu_test)
std
::
vector
<
float
>
results_vector
(
3
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
-
0.01
f
,
0.
f
,
1.
f
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/log.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(log_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
logf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
log_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(log_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
logf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/logical_and.cpp
View file @
77df49b8
...
...
@@ -49,7 +49,7 @@ TEST_CASE(logical_and_test)
data1
.
begin
(),
data1
.
end
(),
data2
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
and
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
logical_and_dyn_test
)
...
...
@@ -78,5 +78,5 @@ TEST_CASE(logical_and_dyn_test)
right_data
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
and
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/logical_or.cpp
View file @
77df49b8
...
...
@@ -49,7 +49,7 @@ TEST_CASE(logical_or_test)
data1
.
begin
(),
data1
.
end
(),
data2
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
or
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
logical_or_dyn_test
)
...
...
@@ -78,5 +78,5 @@ TEST_CASE(logical_or_dyn_test)
right_data
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
or
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/logical_xor.cpp
View file @
77df49b8
...
...
@@ -49,7 +49,7 @@ TEST_CASE(logical_xor_test)
data1
.
begin
(),
data1
.
end
(),
data2
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
^
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
logical_xor_dyn_test
)
...
...
@@ -78,5 +78,5 @@ TEST_CASE(logical_xor_dyn_test)
right_data
.
begin
(),
gold
.
begin
(),
[](
bool
n1
,
bool
n2
)
->
bool
{
return
n1
^
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/logsoftmax.cpp
View file @
77df49b8
...
...
@@ -61,7 +61,7 @@ TEST_CASE(logsoftmax_test_axis_0)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
s
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
s
));
}
TEST_CASE
(
logsoftmax_test_axis_1
)
...
...
@@ -95,7 +95,7 @@ TEST_CASE(logsoftmax_test_axis_1)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
s
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
s
));
}
TEST_CASE
(
logsoftmax_test_axis_2
)
...
...
@@ -129,7 +129,7 @@ TEST_CASE(logsoftmax_test_axis_2)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
s
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
s
));
}
TEST_CASE
(
logsoftmax_test_axis_3
)
...
...
@@ -163,5 +163,5 @@ TEST_CASE(logsoftmax_test_axis_3)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
s
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
s
));
}
test/ref/lrn.cpp
View file @
77df49b8
...
...
@@ -43,5 +43,5 @@ TEST_CASE(lrn_test)
std
::
vector
<
float
>
results_vector
(
5
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
-
2
/
1.000075
,
1
/
1.00009
,
0
/
1.000145
,
1
/
1.00009
,
2
/
1.000075
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/max.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(max_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
max_dyn_test
)
...
...
@@ -73,5 +73,5 @@ TEST_CASE(max_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/min.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(min_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
min_dyn_test
)
...
...
@@ -73,5 +73,5 @@ TEST_CASE(min_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/mod.cpp
View file @
77df49b8
...
...
@@ -45,7 +45,7 @@ TEST_CASE(mod_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
mod_dyn_test
)
...
...
@@ -73,7 +73,7 @@ TEST_CASE(mod_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
mod_float_test
)
...
...
@@ -92,5 +92,5 @@ TEST_CASE(mod_float_test)
std
::
vector
<
float
>
results_vector
(
4
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
{
1.0
f
,
2.5
f
,
2.0
f
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/mul.cpp
View file @
77df49b8
...
...
@@ -49,7 +49,7 @@ TEST_CASE(mul_test)
data1
.
begin
(),
data1
.
end
(),
data2
.
begin
(),
gold
.
begin
(),
[](
float
n1
,
float
n2
)
->
float
{
return
n1
*
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
mul_dyn_test
)
...
...
@@ -78,5 +78,5 @@ TEST_CASE(mul_dyn_test)
y_data
.
begin
(),
gold
.
begin
(),
[](
float
n1
,
float
n2
)
->
float
{
return
n1
*
n2
;
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
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