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8b45c3e6
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体验新版 GitCode,发现更多精彩内容 >>
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8b45c3e6
编写于
10月 09, 2021
作者:
H
Hui Zhang
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
refactor trainer.py and rm ueseless dir setup code
上级
f5ec6e34
变更
6
隐藏空白更改
内联
并排
Showing
6 changed file
with
110 addition
and
248 deletion
+110
-248
deepspeech/exps/deepspeech2/model.py
deepspeech/exps/deepspeech2/model.py
+0
-73
deepspeech/exps/u2/model.py
deepspeech/exps/u2/model.py
+0
-48
deepspeech/exps/u2_kaldi/model.py
deepspeech/exps/u2_kaldi/model.py
+1
-47
deepspeech/exps/u2_st/model.py
deepspeech/exps/u2_st/model.py
+0
-48
deepspeech/modules/loss.py
deepspeech/modules/loss.py
+0
-1
deepspeech/training/trainer.py
deepspeech/training/trainer.py
+109
-31
未找到文件。
deepspeech/exps/deepspeech2/model.py
浏览文件 @
8b45c3e6
...
@@ -386,13 +386,6 @@ class DeepSpeech2Tester(DeepSpeech2Trainer):
...
@@ -386,13 +386,6 @@ class DeepSpeech2Tester(DeepSpeech2Trainer):
logger
.
info
(
msg
)
logger
.
info
(
msg
)
self
.
autolog
.
report
()
self
.
autolog
.
report
()
def
run_test
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
test
()
except
KeyboardInterrupt
:
exit
(
-
1
)
def
export
(
self
):
def
export
(
self
):
if
self
.
args
.
model_type
==
'offline'
:
if
self
.
args
.
model_type
==
'offline'
:
infer_model
=
DeepSpeech2InferModel
.
from_pretrained
(
infer_model
=
DeepSpeech2InferModel
.
from_pretrained
(
...
@@ -409,40 +402,6 @@ class DeepSpeech2Tester(DeepSpeech2Trainer):
...
@@ -409,40 +402,6 @@ class DeepSpeech2Tester(DeepSpeech2Trainer):
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
def
run_export
(
self
):
try
:
self
.
export
()
except
KeyboardInterrupt
:
exit
(
-
1
)
def
setup
(
self
):
"""Setup the experiment.
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
self
.
setup_output_dir
()
self
.
setup_checkpointer
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
iteration
=
0
self
.
epoch
=
0
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
else
:
output_dir
=
Path
(
self
.
args
.
checkpoint_path
).
expanduser
().
parent
.
parent
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
output_dir
=
output_dir
class
DeepSpeech2ExportTester
(
DeepSpeech2Tester
):
class
DeepSpeech2ExportTester
(
DeepSpeech2Tester
):
def
__init__
(
self
,
config
,
args
):
def
__init__
(
self
,
config
,
args
):
...
@@ -646,38 +605,6 @@ class DeepSpeech2ExportTester(DeepSpeech2Tester):
...
@@ -646,38 +605,6 @@ class DeepSpeech2ExportTester(DeepSpeech2Tester):
output_lens
=
output_lens_handle
.
copy_to_cpu
()
output_lens
=
output_lens_handle
.
copy_to_cpu
()
return
output_probs
,
output_lens
return
output_probs
,
output_lens
def
run_test
(
self
):
try
:
self
.
test
()
except
KeyboardInterrupt
:
exit
(
-
1
)
def
setup
(
self
):
"""Setup the experiment.
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
self
.
setup_output_dir
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
iteration
=
0
self
.
epoch
=
0
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
else
:
output_dir
=
Path
(
self
.
args
.
export_path
).
expanduser
().
parent
.
parent
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
output_dir
=
output_dir
def
setup_model
(
self
):
def
setup_model
(
self
):
super
().
setup_model
()
super
().
setup_model
()
speedyspeech_config
=
inference
.
Config
(
speedyspeech_config
=
inference
.
Config
(
...
...
deepspeech/exps/u2/model.py
浏览文件 @
8b45c3e6
...
@@ -551,13 +551,6 @@ class U2Tester(U2Trainer):
...
@@ -551,13 +551,6 @@ class U2Tester(U2Trainer):
})
})
f
.
write
(
data
+
'
\n
'
)
f
.
write
(
data
+
'
\n
'
)
def
run_test
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
test
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
@
paddle
.
no_grad
()
@
paddle
.
no_grad
()
def
align
(
self
):
def
align
(
self
):
if
self
.
config
.
decoding
.
batch_size
>
1
:
if
self
.
config
.
decoding
.
batch_size
>
1
:
...
@@ -617,13 +610,6 @@ class U2Tester(U2Trainer):
...
@@ -617,13 +610,6 @@ class U2Tester(U2Trainer):
intervals
=
tierformat
,
intervals
=
tierformat
,
output
=
str
(
textgrid_path
))
output
=
str
(
textgrid_path
))
def
run_align
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
align
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
load_inferspec
(
self
):
def
load_inferspec
(
self
):
"""infer model and input spec.
"""infer model and input spec.
...
@@ -651,37 +637,3 @@ class U2Tester(U2Trainer):
...
@@ -651,37 +637,3 @@ class U2Tester(U2Trainer):
static_model
=
paddle
.
jit
.
to_static
(
infer_model
,
input_spec
=
input_spec
)
static_model
=
paddle
.
jit
.
to_static
(
infer_model
,
input_spec
=
input_spec
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
def
run_export
(
self
):
try
:
self
.
export
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
setup
(
self
):
"""Setup the experiment.
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
self
.
setup_output_dir
()
self
.
setup_checkpointer
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
iteration
=
0
self
.
epoch
=
0
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
else
:
output_dir
=
Path
(
self
.
args
.
checkpoint_path
).
expanduser
().
parent
.
parent
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
output_dir
=
output_dir
deepspeech/exps/u2_kaldi/model.py
浏览文件 @
8b45c3e6
...
@@ -525,13 +525,6 @@ class U2Tester(U2Trainer):
...
@@ -525,13 +525,6 @@ class U2Tester(U2Trainer):
})
})
f
.
write
(
data
+
'
\n
'
)
f
.
write
(
data
+
'
\n
'
)
def
run_test
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
test
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
@
paddle
.
no_grad
()
@
paddle
.
no_grad
()
def
align
(
self
):
def
align
(
self
):
if
self
.
config
.
decoding
.
batch_size
>
1
:
if
self
.
config
.
decoding
.
batch_size
>
1
:
...
@@ -591,13 +584,6 @@ class U2Tester(U2Trainer):
...
@@ -591,13 +584,6 @@ class U2Tester(U2Trainer):
intervals
=
tierformat
,
intervals
=
tierformat
,
output
=
str
(
textgrid_path
))
output
=
str
(
textgrid_path
))
def
run_align
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
align
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
load_inferspec
(
self
):
def
load_inferspec
(
self
):
"""infer model and input spec.
"""infer model and input spec.
...
@@ -626,43 +612,11 @@ class U2Tester(U2Trainer):
...
@@ -626,43 +612,11 @@ class U2Tester(U2Trainer):
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
def
run_export
(
self
):
try
:
self
.
export
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
setup_dict
(
self
):
def
setup_dict
(
self
):
# load dictionary for debug log
# load dictionary for debug log
self
.
args
.
char_list
=
load_dict
(
self
.
args
.
dict_path
,
self
.
args
.
char_list
=
load_dict
(
self
.
args
.
dict_path
,
"maskctc"
in
self
.
args
.
model_name
)
"maskctc"
in
self
.
args
.
model_name
)
def
setup
(
self
):
def
setup
(
self
):
"""Setup the experiment.
super
().
setup
()
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
self
.
setup_output_dir
()
self
.
setup_checkpointer
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
setup_dict
()
self
.
setup_dict
()
self
.
iteration
=
0
self
.
epoch
=
0
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
else
:
output_dir
=
Path
(
self
.
args
.
checkpoint_path
).
expanduser
().
parent
.
parent
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
output_dir
=
output_dir
deepspeech/exps/u2_st/model.py
浏览文件 @
8b45c3e6
...
@@ -545,13 +545,6 @@ class U2STTester(U2STTrainer):
...
@@ -545,13 +545,6 @@ class U2STTester(U2STTrainer):
})
})
f
.
write
(
data
+
'
\n
'
)
f
.
write
(
data
+
'
\n
'
)
def
run_test
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
test
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
@
paddle
.
no_grad
()
@
paddle
.
no_grad
()
def
align
(
self
):
def
align
(
self
):
if
self
.
config
.
decoding
.
batch_size
>
1
:
if
self
.
config
.
decoding
.
batch_size
>
1
:
...
@@ -611,13 +604,6 @@ class U2STTester(U2STTrainer):
...
@@ -611,13 +604,6 @@ class U2STTester(U2STTrainer):
intervals
=
tierformat
,
intervals
=
tierformat
,
output
=
str
(
textgrid_path
))
output
=
str
(
textgrid_path
))
def
run_align
(
self
):
self
.
resume_or_scratch
()
try
:
self
.
align
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
load_inferspec
(
self
):
def
load_inferspec
(
self
):
"""infer model and input spec.
"""infer model and input spec.
...
@@ -645,37 +631,3 @@ class U2STTester(U2STTrainer):
...
@@ -645,37 +631,3 @@ class U2STTester(U2STTrainer):
static_model
=
paddle
.
jit
.
to_static
(
infer_model
,
input_spec
=
input_spec
)
static_model
=
paddle
.
jit
.
to_static
(
infer_model
,
input_spec
=
input_spec
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
logger
.
info
(
f
"Export code:
{
static_model
.
forward
.
code
}
"
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
paddle
.
jit
.
save
(
static_model
,
self
.
args
.
export_path
)
def
run_export
(
self
):
try
:
self
.
export
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
setup
(
self
):
"""Setup the experiment.
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
self
.
setup_output_dir
()
self
.
setup_checkpointer
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
iteration
=
0
self
.
epoch
=
0
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
else
:
output_dir
=
Path
(
self
.
args
.
checkpoint_path
).
expanduser
().
parent
.
parent
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
output_dir
=
output_dir
deepspeech/modules/loss.py
浏览文件 @
8b45c3e6
...
@@ -12,7 +12,6 @@
...
@@ -12,7 +12,6 @@
# See the License for the specific language governing permissions and
# See the License for the specific language governing permissions and
# limitations under the License.
# limitations under the License.
import
inspect
import
inspect
from
functools
import
partial
import
paddle
import
paddle
from
paddle
import
nn
from
paddle
import
nn
...
...
deepspeech/training/trainer.py
浏览文件 @
8b45c3e6
...
@@ -14,6 +14,7 @@
...
@@ -14,6 +14,7 @@
import
sys
import
sys
import
time
import
time
from
collections
import
OrderedDict
from
collections
import
OrderedDict
from
contextlib
import
contextmanager
from
pathlib
import
Path
from
pathlib
import
Path
import
paddle
import
paddle
...
@@ -103,14 +104,28 @@ class Trainer():
...
@@ -103,14 +104,28 @@ class Trainer():
self
.
iteration
=
0
self
.
iteration
=
0
self
.
epoch
=
0
self
.
epoch
=
0
self
.
rank
=
dist
.
get_rank
()
self
.
rank
=
dist
.
get_rank
()
self
.
world_size
=
dist
.
get_world_size
()
self
.
_train
=
True
# print deps version
all_version
()
all_version
()
logger
.
info
(
f
"Rank:
{
self
.
rank
}
/
{
dist
.
get_world_size
()
}
"
)
logger
.
info
(
f
"Rank:
{
self
.
rank
}
/
{
self
.
world_size
}
"
)
# set device
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
if
self
.
parallel
:
self
.
init_parallel
()
self
.
checkpoint
=
Checkpoint
(
kbest_n
=
self
.
config
.
training
.
checkpoint
.
kbest_n
,
latest_n
=
self
.
config
.
training
.
checkpoint
.
latest_n
)
# set random seed if needed
if
args
.
seed
:
if
args
.
seed
:
seed_all
(
args
.
seed
)
seed_all
(
args
.
seed
)
logger
.
info
(
f
"Set seed
{
args
.
seed
}
"
)
logger
.
info
(
f
"Set seed
{
args
.
seed
}
"
)
# profiler and benchmark options
if
self
.
args
.
benchmark_batch_size
:
if
self
.
args
.
benchmark_batch_size
:
with
UpdateConfig
(
self
.
config
):
with
UpdateConfig
(
self
.
config
):
self
.
config
.
collator
.
batch_size
=
self
.
args
.
benchmark_batch_size
self
.
config
.
collator
.
batch_size
=
self
.
args
.
benchmark_batch_size
...
@@ -118,17 +133,18 @@ class Trainer():
...
@@ -118,17 +133,18 @@ class Trainer():
logger
.
info
(
logger
.
info
(
f
"Benchmark reset batch-size:
{
self
.
args
.
benchmark_batch_size
}
"
)
f
"Benchmark reset batch-size:
{
self
.
args
.
benchmark_batch_size
}
"
)
@
contextmanager
def
eval
(
self
):
self
.
_train
=
False
yield
self
.
_train
=
True
def
setup
(
self
):
def
setup
(
self
):
"""Setup the experiment.
"""Setup the experiment.
"""
"""
paddle
.
set_device
(
'gpu'
if
self
.
args
.
nprocs
>
0
else
'cpu'
)
if
self
.
parallel
:
self
.
init_parallel
()
self
.
setup_output_dir
()
self
.
setup_output_dir
()
self
.
dump_config
()
self
.
dump_config
()
self
.
setup_visualizer
()
self
.
setup_visualizer
()
self
.
setup_checkpointer
()
self
.
setup_dataloader
()
self
.
setup_dataloader
()
self
.
setup_model
()
self
.
setup_model
()
...
@@ -183,8 +199,8 @@ class Trainer():
...
@@ -183,8 +199,8 @@ class Trainer():
if
infos
:
if
infos
:
# just restore ckpt
# just restore ckpt
# lr will resotre from optimizer ckpt
# lr will resotre from optimizer ckpt
self
.
iteration
=
infos
[
"step"
]
self
.
iteration
=
infos
[
"step"
]
+
1
self
.
epoch
=
infos
[
"epoch"
]
self
.
epoch
=
infos
[
"epoch"
]
+
1
scratch
=
False
scratch
=
False
logger
.
info
(
logger
.
info
(
f
"Restore ckpt: epoch
{
self
.
epoch
}
, step
{
self
.
iteration
}
!"
)
f
"Restore ckpt: epoch
{
self
.
epoch
}
, step
{
self
.
iteration
}
!"
)
...
@@ -302,37 +318,74 @@ class Trainer():
...
@@ -302,37 +318,74 @@ class Trainer():
"""The routine of the experiment after setup. This method is intended
"""The routine of the experiment after setup. This method is intended
to be used by the user.
to be used by the user.
"""
"""
with
Timer
(
"Training Done: {}"
)
:
try
:
try
:
with
Timer
(
"Training Done: {}"
)
:
self
.
train
()
self
.
train
()
except
KeyboardInterrupt
:
except
KeyboardInterrupt
:
exit
(
-
1
)
exit
(
-
1
)
finally
:
finally
:
self
.
destory
()
self
.
destory
()
def
run_test
(
self
):
"""Do Test/Decode"""
try
:
with
Timer
(
"Test/Decode Done: {}"
):
with
self
.
eval
():
self
.
resume_or_scratch
()
self
.
test
()
except
KeyboardInterrupt
:
exit
(
-
1
)
def
run_export
(
self
):
"""Do Model Export"""
try
:
with
Timer
(
"Export Done: {}"
):
with
self
.
eval
():
self
.
export
()
except
KeyboardInterrupt
:
exit
(
-
1
)
def
run_align
(
self
):
"""Do CTC alignment"""
try
:
with
Timer
(
"Align Done: {}"
):
with
self
.
eval
():
self
.
resume_or_scratch
()
self
.
align
()
except
KeyboardInterrupt
:
sys
.
exit
(
-
1
)
def
setup_output_dir
(
self
):
def
setup_output_dir
(
self
):
"""Create a directory used for output.
"""Create a directory used for output.
"""
"""
# output dir
if
self
.
args
.
output
:
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
=
Path
(
self
.
args
.
output
).
expanduser
()
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
elif
self
.
args
.
checkpoint_path
:
output_dir
=
Path
(
self
.
args
.
checkpoint_path
).
expanduser
().
parent
.
parent
self
.
output_dir
=
output_dir
self
.
output_dir
=
output_dir
self
.
output_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
def
setup_checkpointer
(
self
):
self
.
checkpoint_dir
=
self
.
output_dir
/
"checkpoints"
"""Create a directory used to save checkpoints into.
self
.
checkpoint_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
It is "checkpoints" inside the output directory.
self
.
log_dir
=
output_dir
/
"log"
"""
self
.
log_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
# checkpoint dir
checkpoint_dir
=
self
.
output_dir
/
"checkpoints"
checkpoint_dir
.
mkdir
(
exist_ok
=
True
)
self
.
checkpoint_dir
=
checkpoint_dir
self
.
test_dir
=
output_dir
/
"test"
self
.
test_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
checkpoint
=
Checkpoint
(
self
.
decode_dir
=
output_dir
/
"decode"
kbest_n
=
self
.
config
.
training
.
checkpoint
.
kbest_n
,
self
.
decode_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
latest_n
=
self
.
config
.
training
.
checkpoint
.
latest_n
)
self
.
export_dir
=
output_dir
/
"export"
self
.
export_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
visual_dir
=
output_dir
/
"visual"
self
.
visual_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
self
.
config_dir
=
output_dir
/
"conf"
self
.
config_dir
.
mkdir
(
parents
=
True
,
exist_ok
=
True
)
@
mp_tools
.
rank_zero_only
@
mp_tools
.
rank_zero_only
def
destory
(
self
):
def
destory
(
self
):
...
@@ -354,7 +407,7 @@ class Trainer():
...
@@ -354,7 +407,7 @@ class Trainer():
unexpected behaviors.
unexpected behaviors.
"""
"""
# visualizer
# visualizer
visualizer
=
SummaryWriter
(
logdir
=
str
(
self
.
output
_dir
))
visualizer
=
SummaryWriter
(
logdir
=
str
(
self
.
visual
_dir
))
self
.
visualizer
=
visualizer
self
.
visualizer
=
visualizer
@
mp_tools
.
rank_zero_only
@
mp_tools
.
rank_zero_only
...
@@ -364,7 +417,14 @@ class Trainer():
...
@@ -364,7 +417,14 @@ class Trainer():
It is saved in to ``config.yaml`` in the output directory at the
It is saved in to ``config.yaml`` in the output directory at the
beginning of the experiment.
beginning of the experiment.
"""
"""
with
open
(
self
.
output_dir
/
"config.yaml"
,
'wt'
)
as
f
:
config_file
=
self
.
config_dir
/
"config.yaml"
if
self
.
_train
and
config_file
.
exists
():
time_stamp
=
time
.
strftime
(
"%Y_%m_%d_%H_%M_%s"
,
time
.
gmtime
())
target_path
=
self
.
config_dir
/
"."
.
join
(
[
time_stamp
,
"config.yaml"
])
config_file
.
rename
(
target_path
)
with
open
(
config_file
,
'wt'
)
as
f
:
print
(
self
.
config
,
file
=
f
)
print
(
self
.
config
,
file
=
f
)
def
train_batch
(
self
):
def
train_batch
(
self
):
...
@@ -378,6 +438,24 @@ class Trainer():
...
@@ -378,6 +438,24 @@ class Trainer():
"""
"""
raise
NotImplementedError
(
"valid should be implemented."
)
raise
NotImplementedError
(
"valid should be implemented."
)
@
paddle
.
no_grad
()
def
test
(
self
):
"""The test. A subclass should implement this method in Tester.
"""
raise
NotImplementedError
(
"test should be implemented."
)
@
paddle
.
no_grad
()
def
export
(
self
):
"""The test. A subclass should implement this method in Tester.
"""
raise
NotImplementedError
(
"export should be implemented."
)
@
paddle
.
no_grad
()
def
align
(
self
):
"""The align. A subclass should implement this method in Tester.
"""
raise
NotImplementedError
(
"align should be implemented."
)
def
setup_model
(
self
):
def
setup_model
(
self
):
"""Setup model, criterion and optimizer, etc. A subclass should
"""Setup model, criterion and optimizer, etc. A subclass should
implement this method.
implement this method.
...
...
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