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gaoqiong
MIGraphX
Commits
8822f5d8
Commit
8822f5d8
authored
Aug 29, 2019
by
Shucai Xiao
Browse files
add quantization tests
parent
c3ae8cfe
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test/gpu/quantization.cpp
test/gpu/quantization.cpp
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test/gpu/quantization.cpp
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8822f5d8
#include <iostream>
#include <vector>
#include <migraphx/operators.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/cpu/target.hpp>
#include <migraphx/gpu/target.hpp>
#include <migraphx/verify.hpp>
#include <migraphx/quantization.hpp>
#include <migraphx/dead_code_elimination.hpp>
#include <migraphx/propagate_constant.hpp>
#include <migraphx/pass_manager.hpp>
#include <migraphx/onnx.hpp>
#include "test.hpp"
#include <migraphx/half.hpp>
TEST_CASE
(
target_copy
)
{
auto
run_prog
=
[](
migraphx
::
program
p
,
const
migraphx
::
target
&
t
,
migraphx
::
program
::
parameter_map
&
m_in
,
std
::
vector
<
float
>&
res
)
{
p
.
compile
(
t
);
migraphx
::
program
::
parameter_map
m
;
for
(
auto
&&
x
:
p
.
get_parameter_shapes
())
{
if
(
m_in
.
count
(
x
.
first
)
>
0
)
{
m
[
x
.
first
]
=
t
.
copy_to
(
m_in
[
x
.
first
]);
}
else
{
m
[
x
.
first
]
=
t
.
allocate
(
x
.
second
);
}
}
auto
result
=
t
.
copy_from
(
p
.
eval
(
m
));
result
.
visit
([
&
](
auto
v
)
{
res
.
assign
(
v
.
begin
(),
v
.
end
());
});
};
auto
create_program
=
[]
{
migraphx
::
program
p
;
migraphx
::
shape
s
{
migraphx
::
shape
::
float_type
,
{
3
,
3
}};
auto
p1
=
p
.
add_parameter
(
"x"
,
s
);
auto
p2
=
p
.
add_parameter
(
"y"
,
s
);
p
.
add_instruction
(
migraphx
::
op
::
add
{},
p1
,
p2
);
return
p
;
};
{
auto
p
=
create_program
();
migraphx
::
program
::
parameter_map
m
;
migraphx
::
shape
s
{
migraphx
::
shape
::
float_type
,
{
3
,
3
}};
m
[
"x"
]
=
migraphx
::
generate_argument
(
s
);
std
::
vector
<
float
>
cpu_result
;
migraphx
::
target
cpu_t
=
migraphx
::
cpu
::
target
{};
run_prog
(
p
,
cpu_t
,
m
,
cpu_result
);
std
::
vector
<
float
>
gpu_result
;
migraphx
::
target
gpu_t
=
migraphx
::
gpu
::
target
{};
run_prog
(
p
,
gpu_t
,
m
,
gpu_result
);
EXPECT
(
migraphx
::
verify_range
(
cpu_result
,
gpu_result
));
}
}
int
main
(
int
argc
,
const
char
*
argv
[])
{
test
::
run
(
argc
,
argv
);
}
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