Commit e71e703c authored by Paul Primus's avatar Paul Primus
Browse files

add ResNet training

parent c8b846bc
......@@ -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
}
}
......
This diff is collapsed.
......@@ -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
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment