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config.yaml
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config.yaml
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config:
fnames:
input: "data/Trans_atlantic.csv"
output: "output"
cur_proc_input: "data/real-Y1.csv"
size:
train:
lb: 0
ub: 2112
val:
lb: 2112
ub: 2612
test:
lb: 2612
design_space:
L1:
num_neurons:
lb: 1
ub: 100
num_epochs:
lb: 5
ub: 100
dropout:
lb: 0
ub: 1
L2:
num_neurons_layer_1:
lb: 1
ub: 100
num_neurons_layer_2:
lb: 1
ub: 100
num_epochs:
lb: 5
ub: 100
dropout:
lb: 0
ub: 1
L3:
num_neurons_layer_1:
lb: 1
ub: 100
num_neurons_layer_2:
lb: 1
ub: 100
num_neurons_layer_3:
lb: 1
ub: 100
num_epochs:
lb: 5
ub: 100
dropout:
lb: 0
ub: 1
L4:
num_neurons_layer_1:
lb: 1
ub: 100
num_neurons_layer_2:
lb: 1
ub: 100
num_neurons_layer_3:
lb: 1
ub: 100
num_neurons_layer_4:
lb: 1
ub: 100
num_epochs:
lb: 5
ub: 100
dropout:
lb: 0
ub: 1