QuantizeImage/Forward/ : x=[8, 48, 48, 3] z=[None] logdet=[8] SqueezingLayer/Forward/Scale1 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step1 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step2 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step3 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step4 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step5 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step6 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step7 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step8 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step9 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step10 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step11 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step12 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step13 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step14 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step15 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step16 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step17 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step18 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step19 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step20 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step21 : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ActnormLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Step22 : x=[8, 24, 24, 12] z=[None] logdet=[8] ChainLayer/Forward/Scale1 : x=[8, 24, 24, 12] z=[None] logdet=[8] FactorOutLayer/Forward/Scale1 : x=[8, 24, 24, 6] z=[8, 24, 24, 6] logdet=[8] SqueezingLayer/Forward/Scale2 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step1 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step2 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step3 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step4 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step5 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step6 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step7 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step8 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step9 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step10 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step11 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step12 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step13 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step14 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step15 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step16 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step17 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step18 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step19 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step20 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step21 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ActnormLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Step22 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] ChainLayer/Forward/Scale2 : x=[8, 12, 12, 24] z=[8, 12, 12, 24] logdet=[8] FactorOutLayer/Forward/Scale2 : x=[8, 12, 12, 12] z=[8, 12, 12, 36] logdet=[8] SqueezingLayer/Forward/Scale3 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step1 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step2 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step3 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step4 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step5 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step6 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step7 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step8 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step9 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step10 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step11 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step12 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step13 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step14 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step15 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step16 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step17 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step18 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step19 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step20 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step21 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormBiasLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormScaleLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ActnormLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] InvertibleConv1x1Layer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] AffineCouplingLayer/Forward/ : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Step22 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] ChainLayer/Forward/Scale3 : x=[8, 6, 6, 48] z=[8, 6, 6, 144] logdet=[8] FactorOutLayer/Forward/Scale3 : x=[8, 6, 6, 24] z=[8, 6, 6, 168] logdet=[8] ChainLayer/Forward/ : x=[8, 6, 6, 24] z=[8, 6, 6, 168] logdet=[8]