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NoStepsUCIExperimentsConfigurations.yml
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power-affine-coupling:
dataset: 'power'
b_size: 2500
nb_epoch: 10000
conditioner: 'Coupling'
emb_net: [60, 60, 60, 2]
normalizer: 'affine'
power-affine-autoregressive:
dataset: 'power'
b_size: 2500
nb_epoch: 10000
conditioner: 'Autoregressive'
emb_net: [60, 60, 60, 2]
normalizer: 'affine'
gas-affine-coupling:
dataset: 'gas'
b_size: 10000
nb_epoch: 10000
conditioner: 'Coupling'
emb_net: [80, 80, 80, 30]
normalizer: 'affine'
weight_decay: 1e-3
gas-affine-autoregressive:
dataset: 'gas'
b_size: 10000
nb_epoch: 10000
conditioner: 'Autoregressive'
emb_net: [80, 80, 80, 30]
normalizer: 'affine'
weight_decay: 1e-3
hepmass-affine-coupling:
dataset: 'hepmass'
b_size: 100
nb_epoch: 10000
conditioner: 'Coupling'
emb_net: [210, 210, 210, 30]
normalizer: 'affine'
weight_decay: 1e-4
hepmass-affine-autoregressive:
dataset: 'hepmass'
b_size: 100
nb_epoch: 10000
conditioner: 'Autoregressive'
emb_net: [210, 210, 210, 30]
normalizer: 'affine'
weight_decay: 1e-4
miniboone-affine-coupling:
dataset: 'miniboone'
b_size: 100
nb_epoch: 10000
conditioner: 'Coupling'
emb_net: [430, 430, 430, 30]
normalizer: 'affine'
weight_decay: 1e-2
miniboone-affine-autoregressive:
dataset: 'miniboone'
b_size: 100
nb_epoch: 10000
conditioner: 'Autoregressive'
emb_net: [430, 430, 430, 30]
normalizer: 'affine'
weight_decay: 1e-2
bsds300-affine-coupling:
dataset: 'bsds300'
b_size: 100
nb_epoch: 10000
conditioner: 'Coupling'
emb_net: [630, 630, 630, 30]
normalizer: 'affine'
weight_decay: 1e-4
bsds300-affine-autoregressive:
dataset: 'bsds300'
b_size: 100
nb_epoch: 10000
conditioner: 'Autoregressive'
emb_net: [630, 630, 630, 30]
normalizer: 'affine'
weight_decay: 1e-4