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gaoqiong
MIGraphX
Commits
8d7a8a6c
Commit
8d7a8a6c
authored
Dec 06, 2023
by
Artur Wojcik
Browse files
Merge branch 'develop' into uif2-initial
parents
25b33431
a09dc502
Changes
203
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Side-by-side
Showing
20 changed files
with
156 additions
and
85 deletions
+156
-85
test/verify/test_gemm_transposeb.cpp
test/verify/test_gemm_transposeb.cpp
+8
-3
test/verify/test_gemm_transposeb_ex.cpp
test/verify/test_gemm_transposeb_ex.cpp
+8
-3
test/verify/test_isnan.cpp
test/verify/test_isnan.cpp
+6
-1
test/verify/test_isnan_half.cpp
test/verify/test_isnan_half.cpp
+0
-43
test/verify/test_layernorm.cpp
test/verify/test_layernorm.cpp
+13
-0
test/verify/test_literal_limits.cpp
test/verify/test_literal_limits.cpp
+9
-3
test/verify/test_log.cpp
test/verify/test_log.cpp
+7
-2
test/verify/test_logsoftmax.cpp
test/verify/test_logsoftmax.cpp
+4
-0
test/verify/test_min_max.cpp
test/verify/test_min_max.cpp
+2
-0
test/verify/test_mul_dot_a.cpp
test/verify/test_mul_dot_a.cpp
+9
-5
test/verify/test_mul_dot_b.cpp
test/verify/test_mul_dot_b.cpp
+10
-5
test/verify/test_multinomial.cpp
test/verify/test_multinomial.cpp
+9
-3
test/verify/test_nearbyint.cpp
test/verify/test_nearbyint.cpp
+2
-0
test/verify/test_nonzero.cpp
test/verify/test_nonzero.cpp
+7
-2
test/verify/test_pad.cpp
test/verify/test_pad.cpp
+8
-2
test/verify/test_pow.cpp
test/verify/test_pow.cpp
+8
-3
test/verify/test_prefix_scan_sum_2d.cpp
test/verify/test_prefix_scan_sum_2d.cpp
+15
-4
test/verify/test_reduce_add.cpp
test/verify/test_reduce_add.cpp
+7
-2
test/verify/test_reduce_mean_nhwc.cpp
test/verify/test_reduce_mean_nhwc.cpp
+8
-4
test/verify/test_reduce_op_large.cpp
test/verify/test_reduce_op_large.cpp
+16
-0
No files found.
test/verify/test_gemm_transposeb.cpp
View file @
8d7a8a6c
...
...
@@ -27,16 +27,21 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_gemm_transposeb
:
verify_program
<
test_gemm_transposeb
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_gemm_transposeb
:
verify_program
<
test_gemm_transposeb
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
auto
a
=
mm
->
add_parameter
(
"a"
,
migraphx
::
shape
{
migraphx
::
shape
::
float_t
ype
,
{
4
,
5
}});
auto
b
=
mm
->
add_parameter
(
"b"
,
migraphx
::
shape
{
migraphx
::
shape
::
float_t
ype
,
{
3
,
5
}});
auto
a
=
mm
->
add_parameter
(
"a"
,
migraphx
::
shape
{
DT
ype
,
{
4
,
5
}});
auto
b
=
mm
->
add_parameter
(
"b"
,
migraphx
::
shape
{
DT
ype
,
{
3
,
5
}});
auto
bt
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"transpose"
,
{{
"permutation"
,
{
1
,
0
}}}),
b
);
mm
->
add_instruction
(
migraphx
::
make_op
(
"dot"
),
a
,
bt
);
return
p
;
}
};
template
struct
test_gemm_transposeb
<
migraphx
::
shape
::
float_type
>;
template
struct
test_gemm_transposeb
<
migraphx
::
shape
::
half_type
>;
template
struct
test_gemm_transposeb
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_gemm_transposeb_ex.cpp
View file @
8d7a8a6c
...
...
@@ -27,17 +27,22 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_gemm_transposeb_ex
:
verify_program
<
test_gemm_transposeb_ex
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_gemm_transposeb_ex
:
verify_program
<
test_gemm_transposeb_ex
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
auto
a
=
mm
->
add_parameter
(
"a"
,
migraphx
::
shape
{
migraphx
::
shape
::
float_t
ype
,
{
1
,
4
,
5
}});
auto
b
=
mm
->
add_parameter
(
"b"
,
migraphx
::
shape
{
migraphx
::
shape
::
float_t
ype
,
{
1
,
3
,
5
}});
auto
a
=
mm
->
add_parameter
(
"a"
,
migraphx
::
shape
{
DT
ype
,
{
1
,
4
,
5
}});
auto
b
=
mm
->
add_parameter
(
"b"
,
migraphx
::
shape
{
DT
ype
,
{
1
,
3
,
5
}});
auto
bt
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"transpose"
,
{{
"permutation"
,
{
0
,
2
,
1
}}}),
b
);
mm
->
add_instruction
(
migraphx
::
make_op
(
"dot"
),
a
,
bt
);
return
p
;
}
};
template
struct
test_gemm_transposeb_ex
<
migraphx
::
shape
::
float_type
>;
template
struct
test_gemm_transposeb_ex
<
migraphx
::
shape
::
half_type
>;
template
struct
test_gemm_transposeb_ex
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_isnan
_float
.cpp
→
test/verify/test_isnan.cpp
View file @
8d7a8a6c
...
...
@@ -27,7 +27,8 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_isnan_float
:
verify_program
<
test_isnan_float
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_isnan
:
verify_program
<
test_isnan
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
...
...
@@ -40,3 +41,7 @@ struct test_isnan_float : verify_program<test_isnan_float>
return
p
;
}
};
template
struct
test_isnan
<
migraphx
::
shape
::
float_type
>;
template
struct
test_isnan
<
migraphx
::
shape
::
half_type
>;
template
struct
test_isnan
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_isnan_half.cpp
deleted
100644 → 0
View file @
25b33431
/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#include <limits>
#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/half.hpp>
struct
test_isnan_half
:
verify_program
<
test_isnan_half
>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
auto
x
=
mm
->
add_parameter
(
"x"
,
migraphx
::
shape
{
migraphx
::
shape
::
half_type
,
{
2
}});
auto
l0
=
mm
->
add_literal
(
std
::
numeric_limits
<
migraphx
::
half
>::
quiet_NaN
());
x
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"concat"
,
{{
"axis"
,
0
}}),
x
,
l0
);
mm
->
add_instruction
(
migraphx
::
make_op
(
"isnan"
),
x
);
return
p
;
}
};
test/verify/test_layernorm.cpp
View file @
8d7a8a6c
...
...
@@ -117,6 +117,19 @@ struct test_layernorm_fp16 : verify_program<test_layernorm_fp16>
}
};
struct
test_layernorm_fp8
:
verify_program
<
test_layernorm_fp8
>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
std
::
vector
<
size_t
>
dims
=
{
1
,
24
,
64
};
auto
x
=
mm
->
add_parameter
(
"x"
,
migraphx
::
shape
{
migraphx
::
shape
::
fp8e4m3fnuz_type
,
dims
});
add_layernorm
(
*
mm
,
x
,
dims
);
return
p
;
}
};
struct
test_layernorm_eps
:
verify_program
<
test_layernorm_eps
>
{
migraphx
::
program
create_program
()
const
...
...
test/verify/test_literal_limits.cpp
View file @
8d7a8a6c
...
...
@@ -26,6 +26,7 @@
#include <migraphx/program.hpp>
#include <migraphx/make_op.hpp>
#include <limits>
#include <type_traits>
template
<
migraphx
::
shape
::
type_t
Q
,
typename
T
>
struct
test_literal_limits
:
verify_program
<
test_literal_limits
<
Q
,
T
>>
...
...
@@ -33,9 +34,13 @@ struct test_literal_limits : verify_program<test_literal_limits<Q, T>>
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
auto
input_s
=
migraphx
::
shape
(
Q
,
{
3
,
1
});
auto
infinity_val
=
std
::
numeric_limits
<
T
>::
infinity
();
auto
*
mm
=
p
.
get_main_module
();
auto
input_s
=
migraphx
::
shape
(
Q
,
{
3
,
1
});
T
infinity_val
{
0
};
if
constexpr
(
std
::
numeric_limits
<
T
>::
has_infinity
and
std
::
is_floating_point
<
T
>
{})
{
infinity_val
=
std
::
numeric_limits
<
T
>::
infinity
();
}
std
::
vector
<
T
>
s_data
{
infinity_val
,
static_cast
<
T
>
(
-
infinity_val
),
std
::
numeric_limits
<
T
>::
quiet_NaN
()};
...
...
@@ -52,3 +57,4 @@ template struct test_literal_limits<migraphx::shape::double_type, double>;
template
struct
test_literal_limits
<
migraphx
::
shape
::
half_type
,
migraphx
::
half
>;
template
struct
test_literal_limits
<
migraphx
::
shape
::
int32_type
,
int32_t
>;
template
struct
test_literal_limits
<
migraphx
::
shape
::
int8_type
,
int8_t
>;
template
struct
test_literal_limits
<
migraphx
::
shape
::
fp8e4m3fnuz_type
,
migraphx
::
fp8
::
fp8e4m3fnuz
>;
test/verify/test_log.cpp
View file @
8d7a8a6c
...
...
@@ -27,15 +27,20 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_log
:
verify_program
<
test_log
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_log
:
verify_program
<
test_log
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
6
}};
migraphx
::
shape
s
{
DT
ype
,
{
6
}};
auto
x
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"abs"
),
mm
->
add_parameter
(
"x"
,
s
));
mm
->
add_instruction
(
migraphx
::
make_op
(
"log"
),
x
);
return
p
;
}
};
template
struct
test_log
<
migraphx
::
shape
::
float_type
>;
template
struct
test_log
<
migraphx
::
shape
::
half_type
>;
template
struct
test_log
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_logsoftmax.cpp
View file @
8d7a8a6c
...
...
@@ -50,3 +50,7 @@ template struct test_logsoftmax<1, migraphx::shape::half_type>;
template
struct
test_logsoftmax
<
0
,
migraphx
::
shape
::
half_type
>;
template
struct
test_logsoftmax
<
2
,
migraphx
::
shape
::
half_type
>;
template
struct
test_logsoftmax
<
3
,
migraphx
::
shape
::
half_type
>;
template
struct
test_logsoftmax
<
0
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_logsoftmax
<
1
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_logsoftmax
<
2
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_logsoftmax
<
3
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_min_max.cpp
View file @
8d7a8a6c
...
...
@@ -46,7 +46,9 @@ struct test_min_max : verify_program<test_min_max<Op, T>>
template
struct
test_min_max
<
migraphx
::
op
::
max
,
migraphx
::
shape
::
float_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
max
,
migraphx
::
shape
::
half_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
max
,
migraphx
::
shape
::
double_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
max
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
min
,
migraphx
::
shape
::
float_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
min
,
migraphx
::
shape
::
half_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
min
,
migraphx
::
shape
::
double_type
>;
template
struct
test_min_max
<
migraphx
::
op
::
min
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_mul_dot_a.cpp
View file @
8d7a8a6c
...
...
@@ -27,17 +27,17 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_mul_dot_a
:
verify_program
<
test_mul_dot_a
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_mul_dot_a
:
verify_program
<
test_mul_dot_a
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
as
{
migraphx
::
shape
::
float_t
ype
,
{
2
,
256
,
32
}};
migraphx
::
shape
bs
{
migraphx
::
shape
::
float_t
ype
,
{
2
,
32
,
128
}};
migraphx
::
shape
as
{
DT
ype
,
{
2
,
256
,
32
}};
migraphx
::
shape
bs
{
DT
ype
,
{
2
,
32
,
128
}};
auto
a
=
mm
->
add_parameter
(
"input"
,
as
);
auto
lit
=
mm
->
add_literal
(
migraphx
::
generate_literal
({
migraphx
::
shape
::
float_type
,
{
1
,
1
,
32
}}));
auto
lit
=
mm
->
add_literal
(
migraphx
::
generate_literal
({
DType
,
{
1
,
1
,
32
}}));
auto
litb
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"multibroadcast"
,
{{
"out_lens"
,
as
.
lens
()}}),
lit
);
auto
mul
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"mul"
),
a
,
litb
);
...
...
@@ -47,3 +47,7 @@ struct test_mul_dot_a : verify_program<test_mul_dot_a>
return
p
;
}
};
template
struct
test_mul_dot_a
<
migraphx
::
shape
::
float_type
>;
template
struct
test_mul_dot_a
<
migraphx
::
shape
::
half_type
>;
template
struct
test_mul_dot_a
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_mul_dot_b.cpp
View file @
8d7a8a6c
...
...
@@ -27,17 +27,18 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_mul_dot_b
:
verify_program
<
test_mul_dot_b
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_mul_dot_b
:
verify_program
<
test_mul_dot_b
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
as
{
migraphx
::
shape
::
float_t
ype
,
{
2
,
256
,
32
}};
migraphx
::
shape
bs
{
migraphx
::
shape
::
float_t
ype
,
{
2
,
32
,
128
}};
migraphx
::
shape
as
{
DT
ype
,
{
2
,
256
,
32
}};
migraphx
::
shape
bs
{
DT
ype
,
{
2
,
32
,
128
}};
auto
b
=
mm
->
add_parameter
(
"input"
,
bs
);
auto
lit
=
mm
->
add_literal
(
migraphx
::
generate_literal
({
migraphx
::
shape
::
float_type
,
{
1
,
32
,
1
}}));
auto
lit
=
mm
->
add_literal
(
migraphx
::
generate_literal
({
DType
,
{
1
,
32
,
1
}}));
auto
litb
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"multibroadcast"
,
{{
"out_lens"
,
bs
.
lens
()}}),
lit
);
auto
mul
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"mul"
),
b
,
litb
);
...
...
@@ -47,3 +48,7 @@ struct test_mul_dot_b : verify_program<test_mul_dot_b>
return
p
;
}
};
template
struct
test_mul_dot_b
<
migraphx
::
shape
::
float_type
>;
template
struct
test_mul_dot_b
<
migraphx
::
shape
::
half_type
>;
template
struct
test_mul_dot_b
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_multinomial.cpp
View file @
8d7a8a6c
...
...
@@ -27,7 +27,8 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_multinomial
:
verify_program
<
test_multinomial
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_multinomial
:
verify_program
<
test_multinomial
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
...
...
@@ -40,10 +41,10 @@ struct test_multinomial : verify_program<test_multinomial>
std
::
uniform_real_distribution
<>
dis
(
0.0
,
1.0
);
std
::
vector
<
float
>
rand_samples
(
batch_size
*
sample_size
);
std
::
generate
(
rand_samples
.
begin
(),
rand_samples
.
end
(),
[
&
]()
{
return
dis
(
gen
);
});
migraphx
::
shape
rs
{
migraphx
::
shape
::
float_t
ype
,
{
batch_size
,
sample_size
}};
migraphx
::
shape
rs
{
DT
ype
,
{
batch_size
,
sample_size
}};
auto
rs_lit
=
mm
->
add_literal
(
migraphx
::
literal
{
rs
,
rand_samples
});
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
batch_size
,
5
}};
migraphx
::
shape
s
{
DT
ype
,
{
batch_size
,
5
}};
auto
input
=
mm
->
add_parameter
(
"input"
,
s
);
auto
maxes
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"reduce_max"
,
{{
"axes"
,
{
1
}}}),
input
);
...
...
@@ -58,3 +59,8 @@ struct test_multinomial : verify_program<test_multinomial>
return
p
;
}
};
template
struct
test_multinomial
<
migraphx
::
shape
::
float_type
>;
template
struct
test_multinomial
<
migraphx
::
shape
::
half_type
>;
// This fails, need to figure out why
// template struct test_multinomial<migraphx::shape::fp8e4m3fnuz_type>;
test/verify/test_nearbyint.cpp
View file @
8d7a8a6c
...
...
@@ -26,6 +26,7 @@
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/float8.hpp>
template
<
class
T
>
struct
test_nearbyint
:
verify_program
<
test_nearbyint
<
T
>>
...
...
@@ -45,3 +46,4 @@ struct test_nearbyint : verify_program<test_nearbyint<T>>
template
struct
test_nearbyint
<
migraphx
::
half
>;
template
struct
test_nearbyint
<
float
>;
template
struct
test_nearbyint
<
migraphx
::
fp8
::
fp8e4m3fnuz
>;
test/verify/test_nonzero.cpp
View file @
8d7a8a6c
...
...
@@ -27,13 +27,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_nonzero
:
verify_program
<
test_nonzero
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_nonzero
:
verify_program
<
test_nonzero
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
2
,
3
,
4
,
5
}};
migraphx
::
shape
s
{
DT
ype
,
{
2
,
3
,
4
,
5
}};
auto
x
=
mm
->
add_parameter
(
"data"
,
s
);
auto
r
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"nonzero"
),
x
);
mm
->
add_return
({
r
});
...
...
@@ -41,3 +42,7 @@ struct test_nonzero : verify_program<test_nonzero>
return
p
;
}
};
template
struct
test_nonzero
<
migraphx
::
shape
::
float_type
>;
template
struct
test_nonzero
<
migraphx
::
shape
::
half_type
>;
template
struct
test_nonzero
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_pad.cpp
View file @
8d7a8a6c
...
...
@@ -27,13 +27,14 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_pad
:
verify_program
<
test_pad
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_pad
:
verify_program
<
test_pad
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s0
{
migraphx
::
shape
::
int32_t
ype
,
{
1
,
96
,
165
,
165
}};
migraphx
::
shape
s0
{
DT
ype
,
{
1
,
96
,
165
,
165
}};
std
::
vector
<
int64_t
>
pads0
=
{
0
,
0
,
0
,
0
,
0
,
0
,
1
,
1
};
std
::
vector
<
int64_t
>
pads1
=
{
0
,
0
,
0
,
0
,
1
,
1
,
1
,
1
};
std
::
vector
<
int64_t
>
pads2
=
{
1
,
1
,
1
,
1
,
0
,
0
,
0
,
0
};
...
...
@@ -46,3 +47,8 @@ struct test_pad : verify_program<test_pad>
return
p
;
}
};
template
struct
test_pad
<
migraphx
::
shape
::
int32_type
>;
template
struct
test_pad
<
migraphx
::
shape
::
float_type
>;
template
struct
test_pad
<
migraphx
::
shape
::
half_type
>;
template
struct
test_pad
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_pow.cpp
View file @
8d7a8a6c
...
...
@@ -27,13 +27,15 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_pow
:
verify_program
<
test_pow
>
template
<
typename
CType
>
struct
test_pow
:
verify_program
<
test_pow
<
CType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_type
,
{
6
}};
migraphx
::
shape
::
type_t
dtype
=
migraphx
::
shape
::
get_type
<
CType
>
();
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
dtype
,
{
6
}};
std
::
vector
<
float
>
vec_e
(
s
.
elements
(),
2.0
f
);
auto
b
=
mm
->
add_parameter
(
"x"
,
s
);
auto
e
=
mm
->
add_literal
(
migraphx
::
literal
(
s
,
vec_e
));
...
...
@@ -41,3 +43,6 @@ struct test_pow : verify_program<test_pow>
return
p
;
}
};
template
struct
test_pow
<
float
>;
template
struct
test_pow
<
migraphx
::
half
>;
template
struct
test_pow
<
migraphx
::
fp8
::
fp8e4m3fnuz
>;
test/verify/test_prefix_scan_sum_2d.cpp
View file @
8d7a8a6c
...
...
@@ -23,16 +23,18 @@
*/
#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/shape.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
struct
test_prefix_scan_sum_2d_small
:
verify_program
<
test_prefix_scan_sum_2d_small
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_prefix_scan_sum_2d_small
:
verify_program
<
test_prefix_scan_sum_2d_small
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
1
}};
migraphx
::
shape
s
{
DT
ype
,
{
1
}};
auto
x
=
mm
->
add_parameter
(
"x"
,
s
);
auto
xb
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"multibroadcast"
,
{{
"out_lens"
,
{
3
,
3
}}}),
x
);
...
...
@@ -42,16 +44,25 @@ struct test_prefix_scan_sum_2d_small : verify_program<test_prefix_scan_sum_2d_sm
}
};
struct
test_prefix_scan_sum_2d_large
:
verify_program
<
test_prefix_scan_sum_2d_large
>
template
struct
test_prefix_scan_sum_2d_small
<
migraphx
::
shape
::
float_type
>;
template
struct
test_prefix_scan_sum_2d_small
<
migraphx
::
shape
::
half_type
>;
template
struct
test_prefix_scan_sum_2d_small
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_prefix_scan_sum_2d_large
:
verify_program
<
test_prefix_scan_sum_2d_large
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
3
,
1000
}};
migraphx
::
shape
s
{
DT
ype
,
{
3
,
1000
}};
auto
x
=
mm
->
add_parameter
(
"x"
,
s
);
mm
->
add_instruction
(
migraphx
::
make_op
(
"prefix_scan_sum"
,
{{
"axis"
,
1
},
{
"exclusive"
,
false
}}),
x
);
return
p
;
}
};
template
struct
test_prefix_scan_sum_2d_large
<
migraphx
::
shape
::
float_type
>;
template
struct
test_prefix_scan_sum_2d_large
<
migraphx
::
shape
::
half_type
>;
template
struct
test_prefix_scan_sum_2d_large
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_reduce_add.cpp
View file @
8d7a8a6c
...
...
@@ -27,14 +27,16 @@
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/shape.hpp>
struct
test_reduce_add
:
verify_program
<
test_reduce_add
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_reduce_add
:
verify_program
<
test_reduce_add
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
migraphx
::
shape
s
{
migraphx
::
shape
::
float_t
ype
,
{
4
,
1000
,
2
,
2
}};
migraphx
::
shape
s
{
DT
ype
,
{
4
,
1000
,
2
,
2
}};
migraphx
::
shape
bs
{
migraphx
::
shape
::
half_type
,
{
1
,
32
,
128
}};
auto
x
=
mm
->
add_parameter
(
"x"
,
s
);
auto
reduce_mean
=
...
...
@@ -46,3 +48,6 @@ struct test_reduce_add : verify_program<test_reduce_add>
return
p
;
};
};
template
struct
test_reduce_add
<
migraphx
::
shape
::
float_type
>;
template
struct
test_reduce_add
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_reduce_mean_nhwc.cpp
View file @
8d7a8a6c
...
...
@@ -28,14 +28,14 @@
#include <migraphx/make_op.hpp>
#include <migraphx/instruction.hpp>
struct
test_reduce_mean_nhwc
:
verify_program
<
test_reduce_mean_nhwc
>
template
<
migraphx
::
shape
::
type_t
DType
>
struct
test_reduce_mean_nhwc
:
verify_program
<
test_reduce_mean_nhwc
<
DType
>>
{
migraphx
::
program
create_program
()
const
{
migraphx
::
program
p
;
auto
*
mm
=
p
.
get_main_module
();
auto
s
=
migraphx
::
shape
::
from_permutation
(
migraphx
::
shape
::
float_type
,
{
4
,
256
,
2
,
2
},
{
0
,
2
,
3
,
1
});
auto
*
mm
=
p
.
get_main_module
();
auto
s
=
migraphx
::
shape
::
from_permutation
(
DType
,
{
4
,
256
,
2
,
2
},
{
0
,
2
,
3
,
1
});
auto
x
=
mm
->
add_parameter
(
"x"
,
s
);
auto
reduce
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"reduce_mean"
,
{{
"axes"
,
{
1
}}}),
x
);
auto
abs
=
mm
->
add_instruction
(
migraphx
::
make_op
(
"abs"
),
reduce
);
...
...
@@ -44,3 +44,7 @@ struct test_reduce_mean_nhwc : verify_program<test_reduce_mean_nhwc>
return
p
;
};
};
template
struct
test_reduce_mean_nhwc
<
migraphx
::
shape
::
float_type
>;
template
struct
test_reduce_mean_nhwc
<
migraphx
::
shape
::
half_type
>;
template
struct
test_reduce_mean_nhwc
<
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
test/verify/test_reduce_op_large.cpp
View file @
8d7a8a6c
...
...
@@ -51,6 +51,22 @@ template struct test_reduce_op_large<migraphx::op::reduce_min, 1, migraphx::shap
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_prod
,
2
,
migraphx
::
shape
::
float_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_sum
,
1
,
migraphx
::
shape
::
float_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_max
,
1
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_mean
,
1
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_min
,
1
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_prod
,
2
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
template
struct
test_reduce_op_large
<
migraphx
::
op
::
reduce_sum
,
1
,
migraphx
::
shape
::
fp8e4m3fnuz_type
>;
struct
test_reduce_mean_1
:
verify_program
<
test_reduce_mean_1
>
{
migraphx
::
program
create_program
()
const
...
...
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