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gaoqiong
MIGraphX
Commits
5ca76dc5
Commit
5ca76dc5
authored
Aug 31, 2019
by
Shucai Xiao
Browse files
add more unit tests for better code coverage
parent
6145fd87
Changes
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test/quantization.cpp
test/quantization.cpp
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test/quantization.cpp
View file @
5ca76dc5
...
@@ -509,6 +509,51 @@ TEST_CASE(dot_large_alpha_beta_int32)
...
@@ -509,6 +509,51 @@ TEST_CASE(dot_large_alpha_beta_int32)
EXPECT
(
p
==
qp
);
EXPECT
(
p
==
qp
);
}
}
TEST_CASE
(
dot_int32_one_arg
)
{
auto
create_program
=
[]
{
migraphx
::
program
p
;
migraphx
::
shape
s
{
migraphx
::
shape
::
int32_type
,
{
16
,
16
}};
auto
pa
=
p
.
add_parameter
(
"a"
,
s
);
p
.
add_instruction
(
migraphx
::
op
::
dot
{
20.0
f
,
50.0
f
},
pa
,
pa
);
return
p
;
};
auto
create_int8_quantized_prog
=
[]
{
migraphx
::
program
p
;
migraphx
::
shape
s
{
migraphx
::
shape
::
int32_type
,
{
16
,
16
}};
auto
pa
=
p
.
add_parameter
(
"a"
,
s
);
// add the shift
auto
fpa
=
p
.
add_instruction
(
migraphx
::
op
::
convert
{
migraphx
::
shape
::
float_type
},
pa
);
std
::
vector
<
float
>
vsa
(
s
.
elements
(),
1.0
f
);
auto
sfta
=
p
.
add_literal
(
migraphx
::
literal
({
migraphx
::
shape
::
float_type
,
s
.
lens
()},
vsa
));
auto
msa
=
p
.
add_instruction
(
migraphx
::
op
::
add
{},
sfta
,
fpa
);
auto
ra
=
p
.
add_instruction
(
migraphx
::
op
::
round
{},
msa
);
auto
ca
=
p
.
add_instruction
(
migraphx
::
op
::
clip
{
127.0
f
,
-
128.0
f
},
ra
);
auto
qa
=
p
.
add_instruction
(
migraphx
::
op
::
convert
{
migraphx
::
shape
::
int8_type
},
ca
);
auto
q_dot
=
p
.
add_instruction
(
migraphx
::
op
::
quant_dot
{
1
,
0
},
qa
,
qa
);
auto
f_dot
=
p
.
add_instruction
(
migraphx
::
op
::
convert
{
migraphx
::
shape
::
float_type
},
q_dot
);
std
::
vector
<
float
>
v_alpha
(
f_dot
->
get_shape
().
elements
(),
20.0
f
);
auto
new_alpha
=
p
.
add_literal
(
migraphx
::
literal
{
f_dot
->
get_shape
(),
v_alpha
});
auto
alpha_ab
=
p
.
add_instruction
(
migraphx
::
op
::
mul
{},
new_alpha
,
f_dot
);
p
.
add_instruction
(
migraphx
::
op
::
convert
{
migraphx
::
shape
::
int32_type
},
alpha_ab
);
return
p
;
};
auto
p
=
create_program
();
const
std
::
vector
<
std
::
pair
<
float
,
float
>>&
quant_params
{{
1.0
f
,
1.0
f
}};
migraphx
::
quantize_int8
(
p
,
{
"dot"
},
quant_params
);
auto
qp
=
create_int8_quantized_prog
();
EXPECT
(
p
==
qp
);
}
TEST_CASE
(
dot_int32
)
TEST_CASE
(
dot_int32
)
{
{
auto
create_program
=
[]
{
auto
create_program
=
[]
{
...
...
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