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Paul Primus
dcase2020_task2
Commits
e71e703c
Commit
e71e703c
authored
Jun 14, 2020
by
Paul Primus
Browse files
add ResNet training
parent
c8b846bc
Changes
3
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dcase2020_task2/experiments/classification_experiment.py
View file @
e71e703c
...
...
@@ -204,6 +204,7 @@ def configuration():
batch_size
=
32
learning_rate
=
1e-4
weight_decay
=
0
learning_rate_decay
=
0.99
normalize_raw
=
True
normalize_spec
=
False
...
...
@@ -284,7 +285,7 @@ def configuration():
'@optimizer'
,
],
'kwargs'
:
{
'gamma'
:
0.99
'gamma'
:
learning_rate_decay
}
}
...
...
notebooks/bar_plot.ipynb
View file @
e71e703c
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scripts/resnet_grid_search/gs.sh
View file @
e71e703c
...
...
@@ -2,11 +2,12 @@ epochs=100
machine_type
=
3
machine_id
=
1
for
rf
in
normal a_bit_smaller
a_bit_larger
for
rf
in
a_bit_larger
do
for
valid_types
in
loose
do
python
-m
dcase2020_task2.experiments.classification_experiment with
machine_type
=
$machine_type
machine_id
=
$machine_id
epochs
=
$epochs
rf
=
$rf
valid_types
=
$valid_types
-m
student2.cp.jku.at:27017:debug_
for
learning_rate_decay
in
0.98 0.97 0.96
python
-m
dcase2020_task2.experiments.classification_experiment with
learning_rate_decay
=
$learning_rate_decay
machine_type
=
$machine_type
machine_id
=
$machine_id
epochs
=
$epochs
rf
=
$rf
valid_types
=
$valid_types
-m
student2.cp.jku.at:27017:debug_
done
done
done
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