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Svajda, Till
sgmse
Commits
a18cdb7b
Commit
a18cdb7b
authored
11 months ago
by
jrichter
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set_torch_cuda_arch_list, add --log_dir argument
parent
e9d2773b
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train.py
+12
-7
12 additions, 7 deletions
train.py
with
12 additions
and
7 deletions
train.py
+
12
−
7
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a18cdb7b
import
wandb
import
argparse
from
argparse
import
ArgumentParser
import
pytorch_lightning
as
pl
from
argparse
import
ArgumentParser
from
pytorch_lightning.loggers
import
WandbLogger
from
pytorch_lightning.callbacks
import
ModelCheckpoint
from
os.path
import
join
import
wandb
# Set CUDA architecture list
from
sgmse.util.other
import
set_torch_cuda_arch_list
set_torch_cuda_arch_list
()
from
sgmse.backbones.shared
import
BackboneRegistry
from
sgmse.data_module
import
SpecsDataModule
...
...
@@ -31,6 +35,7 @@ if __name__ == '__main__':
parser_
.
add_argument
(
"
--nolog
"
,
action
=
'
store_true
'
,
help
=
"
Turn off logging.
"
)
parser_
.
add_argument
(
"
--wandb_name
"
,
type
=
str
,
default
=
None
,
help
=
"
Name for wandb logger. If not set, a random name is generated.
"
)
parser_
.
add_argument
(
"
--ckpt
"
,
type
=
str
,
default
=
None
,
help
=
"
Resume training from checkpoint.
"
)
parser_
.
add_argument
(
"
--log_dir
"
,
type
=
str
,
default
=
"
logs
"
,
help
=
"
Directory to save logs.
"
)
temp_args
,
_
=
base_parser
.
parse_known_args
()
...
...
@@ -76,11 +81,11 @@ if __name__ == '__main__':
# Set up callbacks for logger
if
logger
!=
None
:
callbacks
=
[
ModelCheckpoint
(
dirpath
=
f
"
logs/
{
logger
.
version
}
"
,
save_last
=
True
,
filename
=
'
{epoch}-last
'
)]
callbacks
=
[
ModelCheckpoint
(
dirpath
=
join
(
args
.
log_dir
,
str
(
logger
.
version
))
,
save_last
=
True
,
filename
=
'
{epoch}-last
'
)]
if
args
.
num_eval_files
:
checkpoint_callback_pesq
=
ModelCheckpoint
(
dirpath
=
f
"
logs/
{
logger
.
version
}
"
,
checkpoint_callback_pesq
=
ModelCheckpoint
(
dirpath
=
join
(
args
.
log_dir
,
str
(
logger
.
version
))
,
save_top_k
=
2
,
monitor
=
"
pesq
"
,
mode
=
"
max
"
,
filename
=
'
{epoch}-{pesq:.2f}
'
)
checkpoint_callback_si_sdr
=
ModelCheckpoint
(
dirpath
=
f
"
logs/
{
logger
.
version
}
"
,
checkpoint_callback_si_sdr
=
ModelCheckpoint
(
dirpath
=
join
(
args
.
log_dir
,
str
(
logger
.
version
))
,
save_top_k
=
2
,
monitor
=
"
si_sdr
"
,
mode
=
"
max
"
,
filename
=
'
{epoch}-{si_sdr:.2f}
'
)
callbacks
+=
[
checkpoint_callback_pesq
,
checkpoint_callback_si_sdr
]
else
:
...
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