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gaoqiong
MIGraphX
Commits
07bef2a0
Unverified
Commit
07bef2a0
authored
Sep 28, 2023
by
Ted Themistokleous
Committed by
GitHub
Sep 28, 2023
Browse files
Merge branch 'develop' into enable_navi_32_ci
parents
fc60486e
dcc7b0a5
Changes
135
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Side-by-side
Showing
20 changed files
with
531 additions
and
314 deletions
+531
-314
test/op_shape_test.cpp
test/op_shape_test.cpp
+219
-3
test/quantization.cpp
test/quantization.cpp
+8
-5
test/ref/abs.cpp
test/ref/abs.cpp
+2
-2
test/ref/acos.cpp
test/ref/acos.cpp
+2
-2
test/ref/acosh.cpp
test/ref/acosh.cpp
+2
-2
test/ref/add.cpp
test/ref/add.cpp
+6
-6
test/ref/argmax.cpp
test/ref/argmax.cpp
+6
-6
test/ref/argmin.cpp
test/ref/argmin.cpp
+5
-5
test/ref/asin.cpp
test/ref/asin.cpp
+2
-2
test/ref/asinh.cpp
test/ref/asinh.cpp
+2
-2
test/ref/atan.cpp
test/ref/atan.cpp
+2
-2
test/ref/atanh.cpp
test/ref/atanh.cpp
+2
-2
test/ref/broadcast.cpp
test/ref/broadcast.cpp
+2
-2
test/ref/ceil.cpp
test/ref/ceil.cpp
+2
-2
test/ref/clip.cpp
test/ref/clip.cpp
+2
-2
test/ref/concat.cpp
test/ref/concat.cpp
+23
-23
test/ref/contiguous.cpp
test/ref/contiguous.cpp
+3
-3
test/ref/convolution.cpp
test/ref/convolution.cpp
+230
-232
test/ref/convolution_backwards.cpp
test/ref/convolution_backwards.cpp
+9
-9
test/ref/cos.cpp
test/ref/cos.cpp
+2
-2
No files found.
test/op_shape_test.cpp
View file @
07bef2a0
...
...
@@ -88,6 +88,13 @@ TEST_CASE(allocate_static)
expect_shape
(
out_shape
,
migraphx
::
make_op
(
"allocate"
,
{{
"shape"
,
to_value
(
out_shape
)}}));
}
TEST_CASE
(
allocate_static_input_error
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
int64_type
,
{
3
}};
migraphx
::
shape
out_shape
{
migraphx
::
shape
::
float_type
,
{
2
,
3
,
4
}};
expect_shape
(
out_shape
,
migraphx
::
make_op
(
"allocate"
,
{{
"shape"
,
to_value
(
out_shape
)}}),
input
);
}
TEST_CASE
(
allocate_dyn
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
int64_type
,
{
2
}};
...
...
@@ -109,6 +116,14 @@ TEST_CASE(allocate_dyn_with_shape_attr)
input
);
}
TEST_CASE
(
allocate_dyn_no_input_error
)
{
migraphx
::
shape
shape_attr
{
migraphx
::
shape
::
float_type
,
{{
1
,
4
},
{
3
,
3
},
{
4
,
8
,
{
4
,
6
}},
{
4
,
8
},
{
4
,
6
}}};
expect_shape
(
shape_attr
,
migraphx
::
make_op
(
"allocate"
,
{{
"shape"
,
migraphx
::
to_value
(
shape_attr
)}}));
}
TEST_CASE
(
argmax_axis0
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
half_type
,
{
2
,
3
,
4
,
5
}};
...
...
@@ -2524,13 +2539,21 @@ TEST_CASE(reshape_shape)
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
lens
};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
new_shape
}}),
input
);
}
}
TEST_CASE
(
reshape_shape_invalid
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
,
1
}};
for
(
auto
&&
new_shape
:
std
::
vector
<
std
::
vector
<
int64_t
>>
{{
8
,
3
,
2
,
2
},
{
1
,
3
,
-
1
,
-
1
},
{
3
,
0
},
{
3
,
2
}})
{
throws_shape
(
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
new_shape
}}),
input
);
}
}
TEST_CASE
(
reshape_shape_minus1_reshapes
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
,
1
}};
std
::
vector
<
std
::
pair
<
std
::
vector
<
int64_t
>
,
migraphx
::
shape
>>
minus1_tests
{
{{
2
,
-
1
,
3
},
{
migraphx
::
shape
::
float_type
,
{
2
,
4
,
3
}}},
{{
0
,
-
1
,
0
},
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
}}},
...
...
@@ -2654,11 +2677,11 @@ TEST_CASE(reshape_broadcast_squeeze)
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_broadcast_squeeze_
error
)
TEST_CASE
(
reshape_broadcast_squeeze_
memlayout_change
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
2
,
16
,
16
,
1280
},
{
0
,
0
,
0
,
1
}};
std
::
vector
<
int64_t
>
new_shape
=
{
2
,
16
,
20480
};
throws
_shape
(
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
new_shape
}}),
input
);
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
2
,
16
,
256
,
80
},
{
0
,
0
,
0
,
16
}
};
expect
_shape
(
output
,
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
output
.
lens
()
}}),
input
);
}
TEST_CASE
(
reshape_dyn_shape
)
...
...
@@ -2706,6 +2729,199 @@ TEST_CASE(reshape_non_fixed_not_matching_error)
throws_shape
(
migraphx
::
make_op
(
"reshape"
,
{{
"dims"
,
new_shape
}}),
input
);
}
TEST_CASE
(
reshape_lazy_shape
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
,
1
}};
for
(
auto
&&
new_shape
:
std
::
vector
<
std
::
vector
<
int64_t
>>
{{
8
,
3
,
1
,
1
},
{
1
,
3
,
4
,
2
},
{
1
,
3
,
4
,
2
}})
{
std
::
vector
<
std
::
size_t
>
lens
(
new_shape
.
size
());
std
::
copy
(
new_shape
.
begin
(),
new_shape
.
end
(),
lens
.
begin
());
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
lens
};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
for
(
auto
&&
new_shape
:
std
::
vector
<
std
::
vector
<
int64_t
>>
{{
8
,
3
,
2
,
2
},
{
1
,
3
,
-
1
,
-
1
},
{
3
,
0
},
{
3
,
2
}})
{
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
std
::
vector
<
std
::
pair
<
std
::
vector
<
int64_t
>
,
migraphx
::
shape
>>
minus1_tests
{
{{
2
,
-
1
,
3
},
{
migraphx
::
shape
::
float_type
,
{
2
,
4
,
3
}}},
{{
0
,
-
1
,
0
},
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
}}},
{{
2
,
-
1
,
0
},
{
migraphx
::
shape
::
float_type
,
{
2
,
12
,
1
}}},
{{
0
,
0
,
-
1
},
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
}}},
{{
2
,
0
,
-
1
},
{
migraphx
::
shape
::
float_type
,
{
2
,
1
,
12
}}},
{{
-
1
,
2
,
3
},
{
migraphx
::
shape
::
float_type
,
{
4
,
2
,
3
}}},
{{
-
1
,
0
,
3
},
{
migraphx
::
shape
::
float_type
,
{
8
,
1
,
3
}}},
{{
-
1
,
0
,
0
},
{
migraphx
::
shape
::
float_type
,
{
24
,
1
,
1
}}},
{{
-
1
,
3
,
0
},
{
migraphx
::
shape
::
float_type
,
{
8
,
3
,
1
}}}};
for
(
auto
&
it
:
minus1_tests
)
{
expect_shape
(
it
.
second
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
it
.
first
}}),
input
);
}
}
// This uses the permutation to compute the reshape_lazy since its simpler than
// trying to calculate strides. As we collapse or expand dimensions, we
// remove the collapsed dimensions or duplicate the expanded dimensions in
// the permutation. Then we renumber the permutation. So for dimensions of 4,
// 24, 1, 1, 1 with a permutation of 1, 0, 2, 3, 4 that reshape_lazys to 4, 1, 3,
// 4, 2, we first remove the collapsed dimensions or duplicate the expanded
// dimensions which gives 1, 0, 0, 0, 0. Then after renumbering we get a
// final permutation of 4, 0, 1, 2, 3.
TEST_CASE
(
reshape_lazy_nonstandard
)
{
auto
input
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
{
4
,
24
,
1
,
1
,
1
},
migraphx
::
invert_permutation
({
1
,
0
,
2
,
3
,
4
}));
std
::
vector
<
std
::
pair
<
std
::
vector
<
std
::
size_t
>
,
std
::
vector
<
int64_t
>>>
tests
{
{{
4
,
24
},
{
1
,
0
}},
{{
4
,
24
,
1
,
1
,
1
,
1
},
{
1
,
0
,
2
,
3
,
4
,
5
}},
{{
4
,
8
,
3
,
1
,
1
},
{
2
,
0
,
1
,
3
,
4
}},
{{
4
,
1
,
3
,
4
,
2
},
{
4
,
0
,
1
,
2
,
3
}},
{{
4
,
1
,
4
,
3
,
2
},
{
4
,
0
,
1
,
2
,
3
}},
{{
4
,
2
,
4
,
3
},
{
3
,
0
,
1
,
2
}},
{{
4
,
2
,
12
,
1
},
{
2
,
0
,
1
,
3
}},
{{
4
,
2
,
1
,
12
},
{
3
,
0
,
1
,
2
}},
{{
4
,
4
,
2
,
3
},
{
3
,
0
,
1
,
2
}},
{{
4
,
8
,
1
,
3
},
{
3
,
0
,
1
,
2
}},
{{
4
,
8
,
3
,
1
},
{
2
,
0
,
1
,
3
}}};
for
(
const
auto
&
[
dims
,
perm
]
:
tests
)
{
migraphx
::
shape
output
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
dims
,
migraphx
::
invert_permutation
(
perm
));
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
dims
}}),
input
);
}
}
TEST_CASE
(
reshape_lazy_nonstandard_squeeze
)
{
auto
input
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
{
2
,
16
,
16
,
1280
},
migraphx
::
invert_permutation
({
0
,
2
,
3
,
1
}));
std
::
vector
<
std
::
size_t
>
lens
=
{
2
,
256
,
1280
};
migraphx
::
shape
output
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
lens
,
migraphx
::
invert_permutation
({
0
,
2
,
1
}));
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
lens
}}),
input
);
}
TEST_CASE
(
reshape_lazy_nonstandard_error
)
{
auto
input
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
{
4
,
24
,
1
,
1
,
1
},
migraphx
::
invert_permutation
({
1
,
0
,
2
,
3
,
4
}));
for
(
auto
&&
new_shape
:
std
::
vector
<
std
::
vector
<
int64_t
>>
{{
4
,
8
,
3
,
2
,
2
},
{
1
},
{
4
,
8
,
4
},
{
4
,
24
,
1
,
1
,
1
,
1
,
2
},
{
8
,
4
,
4
},
{
4
,
1
,
3
,
-
1
,
-
1
},
{
4
,
3
,
0
},
{
4
,
3
,
2
},
{
3
,
0
},
{
3
,
2
}})
{
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
}
TEST_CASE
(
reshape_lazy_nonpacked_unsqueeze1
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
4
,
16
},
{
32
,
2
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
4
,
2
,
8
},
{
32
,
16
,
2
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_nonpacked_unsqueeze2
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
4
,
16
},
{
32
,
2
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
2
,
2
,
16
},
{
64
,
32
,
2
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_nonpacked_squeeze
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
4
,
16
},
{
32
,
2
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
64
},
{
2
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_broadcast_unsqueeze1
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
2
,
256
,
1280
},
{
0
,
0
,
1
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
2
,
16
,
16
,
1280
},
{
0
,
0
,
0
,
1
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_broadcast_unsqueeze2
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
2
,
256
,
1280
},
{
0
,
0
,
1
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
2
,
256
,
16
,
80
},
{
0
,
0
,
80
,
1
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_broadcast_squeeze
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
2
,
16
,
16
,
1280
},
{
0
,
0
,
0
,
1
}};
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
{
2
,
256
,
1280
},
{
0
,
0
,
1
}};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
output
.
lens
()}}),
input
);
}
TEST_CASE
(
reshape_lazy_broadcast_squeeze_error
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{
2
,
16
,
16
,
1280
},
{
0
,
0
,
0
,
1
}};
std
::
vector
<
int64_t
>
new_shape
=
{
2
,
16
,
20480
};
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
TEST_CASE
(
reshape_lazy_dyn_shape
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{{
1
,
4
},
{
24
,
24
},
{
1
,
1
},
{
1
,
1
}}};
for
(
auto
&&
new_shape
:
std
::
vector
<
std
::
vector
<
int64_t
>>
{
{
-
1
,
1
,
1
,
24
},
{
0
,
8
,
3
,
1
},
{
-
1
,
3
,
4
,
2
},
{
0
,
2
,
4
,
3
}})
{
std
::
vector
<
migraphx
::
shape
::
dynamic_dimension
>
out_dyn_dims
{};
for
(
std
::
size_t
i
=
0
;
i
<
new_shape
.
size
();
++
i
)
{
if
(
new_shape
[
i
]
==
0
or
new_shape
[
i
]
==
-
1
)
{
out_dyn_dims
.
push_back
(
input
.
dyn_dims
().
at
(
i
));
}
else
{
std
::
size_t
d
=
new_shape
[
i
];
out_dyn_dims
.
push_back
({
d
,
d
});
}
}
migraphx
::
shape
output
{
migraphx
::
shape
::
float_type
,
out_dyn_dims
};
expect_shape
(
output
,
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
}
TEST_CASE
(
reshape_lazy_multiple_non_fixed_error
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{{
1
,
4
},
{
24
,
24
},
{
10
,
20
},
{
1
,
1
}}};
std
::
vector
<
int64_t
>
new_shape
=
{
0
,
1
,
0
,
24
};
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
TEST_CASE
(
reshape_lazy_fixed_ele_not_matching_error
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{{
1
,
4
},
{
24
,
24
},
{
10
,
10
},
{
1
,
1
}}};
std
::
vector
<
int64_t
>
new_shape
=
{
0
,
1
,
5
,
24
};
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
TEST_CASE
(
reshape_lazy_non_fixed_not_matching_error
)
{
migraphx
::
shape
input
{
migraphx
::
shape
::
float_type
,
{{
1
,
4
},
{
24
,
24
},
{
1
,
1
},
{
1
,
1
}}};
std
::
vector
<
int64_t
>
new_shape
=
{
2
,
1
,
1
,
24
};
throws_shape
(
migraphx
::
make_op
(
"reshape_lazy"
,
{{
"dims"
,
new_shape
}}),
input
);
}
TEST_CASE
(
return_shape_tuple
)
{
using
migraphx
::
shape
;
...
...
test/quantization.cpp
View file @
07bef2a0
...
...
@@ -83,7 +83,7 @@ TEST_CASE(param_add)
auto
hs
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"add"
),
hp1
,
hp2
);
auto
fs
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"convert"
,
{{
"target_type"
,
migraphx
::
to_value
(
migraphx
::
shape
::
float_type
)}}),
{{
"target_type"
,
migraphx
::
to_value
(
migraphx
::
shape
::
float_type
)}}),
hs
);
if
(
add_return
)
{
...
...
@@ -1013,7 +1013,7 @@ TEST_CASE(target_copy)
std
::
vector
<
float
>
orig_result
;
run_prog
(
p
,
ref_t
,
m
,
orig_result
);
EXPECT
(
migraphx
::
verify
::
verify_range
(
ref_result
,
orig_result
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
ref_result
,
orig_result
));
}
}
...
...
@@ -1077,7 +1077,10 @@ TEST_CASE(int8_quantization_dot)
std
::
vector
<
float
>
no_quant_result
;
run_prog
(
p
,
ref_t
,
m
,
no_quant_result
);
EXPECT
(
migraphx
::
verify
::
verify_range
(
quant_result
,
no_quant_result
,
30000
));
EXPECT
(
migraphx
::
verify
::
verify_range_with_tolerance
(
quant_result
,
migraphx
::
verify
::
expected
{
no_quant_result
},
migraphx
::
verify
::
tolerance
{
0.003
}));
}
}
...
...
@@ -1122,7 +1125,7 @@ TEST_CASE(int8_quantization_conv)
std
::
vector
<
float
>
no_quant_result
;
run_prog
(
p
,
ref_t
,
no_quant_result
);
EXPECT
(
migraphx
::
verify
::
verify_range
(
quant_result
,
no_quant_result
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
quant_result
,
no_quant_result
));
}
}
...
...
@@ -1274,7 +1277,7 @@ TEST_CASE(test_op_capture)
cap_res
.
visit
([
&
](
auto
output
)
{
cap_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
res
.
visit
([
&
](
auto
output
)
{
vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
vec
,
cap_vec
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
vec
,
cap_vec
));
}
int
main
(
int
argc
,
const
char
*
argv
[])
{
test
::
run
(
argc
,
argv
);
}
test/ref/abs.cpp
View file @
07bef2a0
...
...
@@ -42,7 +42,7 @@ TEST_CASE(abs_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
abs_dyn_test
)
...
...
@@ -62,5 +62,5 @@ TEST_CASE(abs_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/acos.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(acos_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
acosf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
acos_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(acos_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
acosf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/acosh.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(acosh_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
acoshf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
acosh_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(acosh_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
acoshf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/add.cpp
View file @
07bef2a0
...
...
@@ -51,7 +51,7 @@ TEST_CASE(add_broadcast_test)
std
::
vector
<
float
>
results_vector
(
12
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
1
,
2
,
2
,
3
,
4
,
4
,
5
,
6
,
6
,
7
,
8
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
add_multibroadcast_test
)
...
...
@@ -75,7 +75,7 @@ TEST_CASE(add_multibroadcast_test)
std
::
vector
<
float
>
results_vector
(
12
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
1
,
2
,
2
,
3
,
4
,
4
,
5
,
6
,
6
,
7
,
8
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
add_test
)
...
...
@@ -91,7 +91,7 @@ TEST_CASE(add_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
add_dyn_test
)
...
...
@@ -115,7 +115,7 @@ TEST_CASE(add_dyn_test)
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
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
fp16_test
)
...
...
@@ -134,7 +134,7 @@ TEST_CASE(fp16_test)
std
::
vector
<
migraphx
::
half
>
results_vector
(
1
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
migraphx
::
half
>
gold
{
c
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
fp32_fp16_test
)
...
...
@@ -159,7 +159,7 @@ TEST_CASE(fp32_fp16_test)
auto
result
=
p
.
eval
({}).
back
();
std
::
vector
<
float
>
res
;
result
.
visit
([
&
](
auto
output
)
{
res
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
res
,
gold_res
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
res
,
gold_res
));
};
test_case
({
"all"
});
...
...
test/ref/argmax.cpp
View file @
07bef2a0
...
...
@@ -47,7 +47,7 @@ TEST_CASE(argmax_test_0)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmax_test_1
)
...
...
@@ -66,7 +66,7 @@ TEST_CASE(argmax_test_1)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmax_test_2
)
...
...
@@ -85,7 +85,7 @@ TEST_CASE(argmax_test_2)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmax_test_neg_2
)
...
...
@@ -104,7 +104,7 @@ TEST_CASE(argmax_test_neg_2)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmax_dyn_test
)
...
...
@@ -126,7 +126,7 @@ TEST_CASE(argmax_dyn_test)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
int64_t
>
res_gold
=
{
0
,
0
,
1
,
0
,
1
,
0
,
0
,
0
,
1
,
1
,
0
,
1
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmax_test_nonstd_shape
)
...
...
@@ -145,5 +145,5 @@ TEST_CASE(argmax_test_nonstd_shape)
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
int64_t
>
res_gold_vec
;
res_gold
.
visit
([
&
](
auto
output
)
{
res_gold_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold_vec
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold_vec
));
}
test/ref/argmin.cpp
View file @
07bef2a0
...
...
@@ -47,7 +47,7 @@ TEST_CASE(argmin_test_0)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmin_test_1
)
...
...
@@ -66,7 +66,7 @@ TEST_CASE(argmin_test_1)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmin_test_2
)
...
...
@@ -85,7 +85,7 @@ TEST_CASE(argmin_test_2)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmin_test_neg_1
)
...
...
@@ -104,7 +104,7 @@ TEST_CASE(argmin_test_neg_1)
std
::
vector
<
int64_t
>
result_vec
;
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold
));
}
TEST_CASE
(
argmin_test_nonstd_shape
)
...
...
@@ -123,5 +123,5 @@ TEST_CASE(argmin_test_nonstd_shape)
result
.
visit
([
&
](
auto
output
)
{
result_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
int64_t
>
res_gold_vec
;
res_gold
.
visit
([
&
](
auto
output
)
{
res_gold_vec
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
result_vec
,
res_gold_vec
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result_vec
,
res_gold_vec
));
}
test/ref/asin.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(asin_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
asinf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
asin_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(asin_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
asinf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/asinh.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(asinh_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
asinhf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
asinh_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(asinh_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
asinhf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/atan.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(atan_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
atanf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
atan_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(atan_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
atanf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/atanh.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(atanh_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
atanhf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
atanh_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(atanh_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
atanhf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/broadcast.cpp
View file @
07bef2a0
...
...
@@ -114,6 +114,6 @@ TEST_CASE(isnan_broadcast_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
,
0
,
0
,
1
,
1
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
correct
));
std
::
vector
<
float
>
gold
=
{
0
,
0
,
0
,
0
,
1
,
1
};
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/ceil.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(ceil_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
std
::
ceil
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
ceil_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(ceil_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
std
::
ceil
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/clip.cpp
View file @
07bef2a0
...
...
@@ -48,7 +48,7 @@ TEST_CASE(clip_test)
std
::
vector
<
float
>
results_vector
(
3
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0.0
,
0.0
,
6.0
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
clip_dyn_test
)
...
...
@@ -73,5 +73,5 @@ TEST_CASE(clip_dyn_test)
std
::
vector
<
float
>
results_vector
(
3
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0.0
,
0.0
,
6.0
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/concat.cpp
View file @
07bef2a0
...
...
@@ -50,11 +50,11 @@ TEST_CASE(concat_test_1)
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
10
,
5
,
6
,
7
,
8
,
9
,
20
};
std
::
vector
<
int
>
results_vector
(
2
*
6
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
2
,
6
})));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
6
,
1
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
2
,
6
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
6
,
1
})));
}
TEST_CASE
(
concat_test_2
)
...
...
@@ -77,11 +77,11 @@ TEST_CASE(concat_test_2)
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
10
,
5
,
6
,
7
,
8
,
9
,
20
};
std
::
vector
<
int
>
results_vector
(
2
*
6
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
2
,
6
})));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
6
,
1
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
2
,
6
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
6
,
1
})));
}
TEST_CASE
(
concat_test_3
)
...
...
@@ -104,11 +104,11 @@ TEST_CASE(concat_test_3)
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
5
,
6
,
7
,
8
,
9
,
10
,
11
};
std
::
vector
<
int
>
results_vector
(
6
*
2
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
2
,
1
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
2
,
1
})));
}
TEST_CASE
(
concat_test_4
)
...
...
@@ -131,11 +131,11 @@ TEST_CASE(concat_test_4)
std
::
vector
<
int
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
5
,
6
,
7
,
8
,
9
,
10
,
11
};
std
::
vector
<
int
>
results_vector
(
6
*
2
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
2
,
1
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
strides
(),
std
::
vector
<
std
::
size_t
>
({
2
,
1
})));
}
TEST_CASE
(
concat_dyn_test
)
...
...
@@ -169,7 +169,7 @@ TEST_CASE(concat_dyn_test)
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
5
,
6
,
7
,
8
,
9
,
10
,
11
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
result
.
get_shape
().
lens
(),
std
::
vector
<
std
::
size_t
>
({
6
,
2
})));
}
test/ref/contiguous.cpp
View file @
07bef2a0
...
...
@@ -50,7 +50,7 @@ TEST_CASE(contiguous_test)
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
1
,
2
,
3
,
4
,
5
,
6
,
7
,
8
,
9
,
10
,
11
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
contiguous_param_test
)
...
...
@@ -74,7 +74,7 @@ TEST_CASE(contiguous_param_test)
std
::
vector
<
float
>
results_vector
(
12
);
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
3
,
6
,
9
,
1
,
4
,
7
,
10
,
2
,
5
,
8
,
11
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
contiguous_dyn_test
)
...
...
@@ -100,5 +100,5 @@ TEST_CASE(contiguous_dyn_test)
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
std
::
vector
<
float
>
gold
=
{
0
,
3
,
6
,
9
,
1
,
4
,
7
,
10
,
2
,
5
,
8
,
11
};
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/convolution.cpp
View file @
07bef2a0
This diff is collapsed.
Click to expand it.
test/ref/convolution_backwards.cpp
View file @
07bef2a0
...
...
@@ -52,7 +52,7 @@ TEST_CASE(convolution_backwards_1d)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_2d
)
...
...
@@ -75,7 +75,7 @@ TEST_CASE(convolution_backwards_2d)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_3d
)
...
...
@@ -113,7 +113,7 @@ TEST_CASE(convolution_backwards_3d)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_padding1
)
...
...
@@ -139,7 +139,7 @@ TEST_CASE(convolution_backwards_padding1)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_padding2
)
...
...
@@ -165,7 +165,7 @@ TEST_CASE(convolution_backwards_padding2)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_2stride
)
...
...
@@ -192,7 +192,7 @@ TEST_CASE(convolution_backwards_2stride)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_2dilation
)
...
...
@@ -219,7 +219,7 @@ TEST_CASE(convolution_backwards_2dilation)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_dyn_batch1
)
...
...
@@ -247,7 +247,7 @@ TEST_CASE(convolution_backwards_dyn_batch1)
27
,
15
,
9
,
20
,
33
,
24
,
13
,
6
,
13
,
21
,
15
,
8
};
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
convolution_backwards_dyn_batch2
)
...
...
@@ -288,5 +288,5 @@ TEST_CASE(convolution_backwards_dyn_batch2)
std
::
vector
<
float
>
results_vector
;
result
.
visit
([
&
](
auto
output
)
{
results_vector
.
assign
(
output
.
begin
(),
output
.
end
());
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
test/ref/cos.cpp
View file @
07bef2a0
...
...
@@ -45,7 +45,7 @@ TEST_CASE(cos_test)
std
::
vector
<
float
>
gold
=
data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
cosf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
TEST_CASE
(
cos_dyn_test
)
...
...
@@ -68,5 +68,5 @@ TEST_CASE(cos_dyn_test)
std
::
vector
<
float
>
gold
=
input_data
;
std
::
transform
(
gold
.
begin
(),
gold
.
end
(),
gold
.
begin
(),
[](
float
n
)
->
float
{
return
cosf
(
n
);
});
EXPECT
(
migraphx
::
verify
::
verify_range
(
results_vector
,
gold
));
EXPECT
(
migraphx
::
verify
::
verify_
rms_
range
(
results_vector
,
gold
));
}
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