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2e90c4eb
编写于
1月 13, 2020
作者:
W
Wojciech Uss
提交者:
Tao Luo
1月 13, 2020
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差异文件
improve mkldnn_quantizer_config test code coverage (#22216)
上级
e18a7375
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2
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2 changed file
with
114 addition
and
0 deletion
+114
-0
paddle/fluid/inference/tests/api/CMakeLists.txt
paddle/fluid/inference/tests/api/CMakeLists.txt
+7
-0
paddle/fluid/inference/tests/api/mkldnn_quantizer_config_tester.cc
...uid/inference/tests/api/mkldnn_quantizer_config_tester.cc
+107
-0
未找到文件。
paddle/fluid/inference/tests/api/CMakeLists.txt
浏览文件 @
2e90c4eb
...
@@ -305,6 +305,13 @@ if(WITH_MKLDNN)
...
@@ -305,6 +305,13 @@ if(WITH_MKLDNN)
download_qat_data
(
${
QAT2_INT8_MobileNet_MODEL_DIR
}
"MobileNet_qat_perf_int8.tar.gz"
)
download_qat_data
(
${
QAT2_INT8_MobileNet_MODEL_DIR
}
"MobileNet_qat_perf_int8.tar.gz"
)
inference_analysis_api_qat_test_run
(
test_analyzer_qat_performance_benchmark
${
QAT_IMG_CLASS_TEST_APP
}
${
QAT2_MobileNet_MODEL_DIR
}
/MobileNet_qat_perf/float
${
QAT2_INT8_MobileNet_MODEL_DIR
}
/MobileNet_qat_perf_int8
${
IMAGENET_DATA_PATH
}
)
inference_analysis_api_qat_test_run
(
test_analyzer_qat_performance_benchmark
${
QAT_IMG_CLASS_TEST_APP
}
${
QAT2_MobileNet_MODEL_DIR
}
/MobileNet_qat_perf/float
${
QAT2_INT8_MobileNet_MODEL_DIR
}
/MobileNet_qat_perf_int8
${
IMAGENET_DATA_PATH
}
)
### Other tests
# MKLDNN quantizer config
set
(
MKLDNN_QUANTIZER_CONFIG_TEST_APP
"test_mkldnn_quantizer_config"
)
set
(
MKLDNN_QUANTIZER_CONFIG_TEST_APP_SRC
"mkldnn_quantizer_config_tester.cc"
)
inference_analysis_api_test_build
(
${
MKLDNN_QUANTIZER_CONFIG_TEST_APP
}
${
MKLDNN_QUANTIZER_CONFIG_TEST_APP_SRC
}
)
inference_analysis_test_run
(
test_mkldnn_quantizer_config COMMAND
${
MKLDNN_QUANTIZER_CONFIG_TEST_APP
}
)
endif
()
endif
()
# bert, max_len=20, embedding_dim=128
# bert, max_len=20, embedding_dim=128
...
...
paddle/fluid/inference/tests/api/mkldnn_quantizer_config_tester.cc
0 → 100644
浏览文件 @
2e90c4eb
/* Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */
#include <fstream>
#include <iostream>
#include "paddle/fluid/inference/api/paddle_mkldnn_quantizer_config.h"
#include "paddle/fluid/inference/tests/api/tester_helper.h"
namespace
paddle
{
namespace
inference
{
namespace
analysis
{
std
::
shared_ptr
<
std
::
vector
<
PaddleTensor
>>
GetDummyWarmupData
()
{
auto
warmup_data
=
std
::
make_shared
<
std
::
vector
<
PaddleTensor
>>
(
1
);
PaddleTensor
images
;
images
.
name
=
"image"
;
images
.
shape
=
{
2
,
3
,
300
,
300
};
images
.
dtype
=
PaddleDType
::
FLOAT32
;
images
.
data
.
Resize
(
sizeof
(
float
)
*
2
*
3
*
300
*
300
);
(
*
warmup_data
)[
0
]
=
std
::
move
(
images
);
return
warmup_data
;
}
TEST
(
Mkldnn_quantizer_config
,
configuration
)
{
std
::
shared_ptr
<
std
::
vector
<
PaddleTensor
>>
warmup_data
=
GetDummyWarmupData
();
int
warmup_data_size
=
1
;
int
warmup_batch_size
=
2
;
std
::
unordered_set
<
std
::
string
>
enabled_op_types
(
{
"conv2d"
,
"fc"
,
"reshape2"
});
std
::
unordered_set
<
int
>
excluded_op_ids
({
2
,
3
});
ScaleAlgo
default_scale_algo
=
ScaleAlgo
::
NONE
;
ScaleAlgo
conv2d_scale_algo
=
ScaleAlgo
::
MAX
;
AnalysisConfig
cfg
;
cfg
.
EnableMkldnnQuantizer
();
cfg
.
mkldnn_quantizer_config
()
->
SetWarmupData
(
warmup_data
);
cfg
.
mkldnn_quantizer_config
()
->
SetWarmupBatchSize
(
warmup_batch_size
);
cfg
.
mkldnn_quantizer_config
()
->
SetEnabledOpTypes
(
enabled_op_types
);
cfg
.
mkldnn_quantizer_config
()
->
SetExcludedOpIds
(
excluded_op_ids
);
cfg
.
mkldnn_quantizer_config
()
->
SetDefaultScaleAlgo
(
default_scale_algo
);
cfg
.
mkldnn_quantizer_config
()
->
SetScaleAlgo
(
"conv2d"
,
"Input"
,
conv2d_scale_algo
);
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
warmup_data
()
->
size
(),
warmup_data_size
,
platform
::
errors
::
InvalidArgument
(
"Size of the warmup data got from config differs with "
"the one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
warmup_data
()
->
at
(
0
).
name
,
"image"
,
platform
::
errors
::
InvalidArgument
(
"Warmup data got from config differs with the one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
warmup_batch_size
(),
warmup_batch_size
,
platform
::
errors
::
InvalidArgument
(
"Warmup batch size got from config differs with the "
"one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
enabled_op_types
(),
enabled_op_types
,
platform
::
errors
::
InvalidArgument
(
"Enabled op types list got from config differs with "
"the one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
excluded_op_ids
(),
excluded_op_ids
,
platform
::
errors
::
InvalidArgument
(
"Excluded op ids list got from config differs with "
"the one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
default_scale_algo
(),
default_scale_algo
,
platform
::
errors
::
InvalidArgument
(
"Default scale algorithm got from config differs with "
"the one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
scale_algo
(
"conv2d"
,
"Input"
),
conv2d_scale_algo
,
platform
::
errors
::
InvalidArgument
(
"Scale algorithm got from config differs with the "
"one set previously."
));
PADDLE_ENFORCE_EQ
(
cfg
.
mkldnn_quantizer_config
()
->
scale_algo
(
"unknown"
,
"unknown"
),
default_scale_algo
,
platform
::
errors
::
InvalidArgument
(
"Scale algorithm got from config for an uknown op "
"differs with the one set previously."
));
}
}
// namespace analysis
}
// namespace inference
}
// namespace paddle
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