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Align HPO search space to new default hyper parameter #1240

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Original file line number Diff line number Diff line change
Expand Up @@ -4,12 +4,12 @@ hp_space:
learning_parameters.learning_rate:
param_type: qloguniform
range:
- 0.0003
- 0.1
- 0.0014
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- 0.035
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 64
- 256
- 42
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- 96
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -4,12 +4,12 @@ hp_space:
learning_parameters.learning_rate:
param_type: qloguniform
range:
- 0.0014
- 0.035
- 0.0007
- 0.07
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 40
- 96
- 32
- 128
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -4,12 +4,12 @@ hp_space:
learning_parameters.learning_rate:
param_type: qloguniform
range:
- 0.0032
- 0.08
- 0.0008
- 0.1
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 40
- 96
- 64
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- 256
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -5,12 +5,12 @@ hp_space:
learning_parameters.learning_rate:
param_type: qloguniform
range:
- 0.00004
- 0.001
- 0.00002
- 0.002
- 0.00001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 4
- 32
- 16
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -12,5 +12,5 @@ hp_space:
param_type: qloguniform
range:
- 4
- 32
- 16
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -5,12 +5,12 @@ hp_space:
learning_parameters.learning_rate:
param_type: qloguniform
range:
- 0.001
- 0.1
- 0.002
- 0.05
- 0.001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 4
- 32
- 6
- 12
- 2
Original file line number Diff line number Diff line change
Expand Up @@ -2,14 +2,14 @@ metric: mDice
search_algorithm: asha
hp_space:
learning_parameters.learning_rate:
param_type: quniform
param_type: qloguniform
range:
- 0.001
- 0.1
- 0.001
- 0.0002
- 0.005
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 4
- 16
- 6
- 12
- 2
Original file line number Diff line number Diff line change
@@ -1,16 +1,15 @@
metric: mDice
search_algorithm: asha
# max_iterations: 30
hp_space:
learning_parameters.learning_rate:
param_type: quniform
param_type: qloguniform
range:
- 0.001
- 0.1
- 0.001
- 0.0002
- 0.005
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
- 4
- 16
- 6
- 12
- 2
Original file line number Diff line number Diff line change
@@ -1,13 +1,12 @@
metric: mDice
search_algorithm: asha
# max_iterations: 30
hp_space:
learning_parameters.learning_rate:
param_type: quniform
param_type: qloguniform
range:
- 0.001
- 0.1
- 0.001
- 0.0001
- 0.01
- 0.0001
learning_parameters.batch_size:
param_type: qloguniform
range:
Expand Down