diff --git a/figures/CIFAR10_FC_FastJL.png b/figures/CIFAR10_FC_FastJL.png
index 6a0dd54..0406f12 100644
Binary files a/figures/CIFAR10_FC_FastJL.png and b/figures/CIFAR10_FC_FastJL.png differ
diff --git a/figures/CIFAR10_FC_LeNet_FastJL.png b/figures/CIFAR10_FC_LeNet_FastJL.png
index b139700..2d29559 100644
Binary files a/figures/CIFAR10_FC_LeNet_FastJL.png and b/figures/CIFAR10_FC_LeNet_FastJL.png differ
diff --git a/figures/CIFAR10_FC_LeNet_global.png b/figures/CIFAR10_FC_LeNet_global.png
index ede4ecb..083caea 100644
Binary files a/figures/CIFAR10_FC_LeNet_global.png and b/figures/CIFAR10_FC_LeNet_global.png differ
diff --git a/figures/CIFAR10_FC_LeNet_local.png b/figures/CIFAR10_FC_LeNet_local.png
index 2749ed7..5181cfb 100644
Binary files a/figures/CIFAR10_FC_LeNet_local.png and b/figures/CIFAR10_FC_LeNet_local.png differ
diff --git a/figures/CIFAR10_FC_Tied_LeNet_FastJL.png b/figures/CIFAR10_FC_Tied_LeNet_FastJL.png
index 44e8492..0599259 100644
Binary files a/figures/CIFAR10_FC_Tied_LeNet_FastJL.png and b/figures/CIFAR10_FC_Tied_LeNet_FastJL.png differ
diff --git a/figures/CIFAR10_FC_Tied_LeNet_global.png b/figures/CIFAR10_FC_Tied_LeNet_global.png
index 3b9bd10..4a18424 100644
Binary files a/figures/CIFAR10_FC_Tied_LeNet_global.png and b/figures/CIFAR10_FC_Tied_LeNet_global.png differ
diff --git a/figures/CIFAR10_FC_Tied_LeNet_local.png b/figures/CIFAR10_FC_Tied_LeNet_local.png
index ab552dd..0e2f1ad 100644
Binary files a/figures/CIFAR10_FC_Tied_LeNet_local.png and b/figures/CIFAR10_FC_Tied_LeNet_local.png differ
diff --git a/figures/CIFAR10_FC_global.png b/figures/CIFAR10_FC_global.png
index 58233d7..0e31635 100644
Binary files a/figures/CIFAR10_FC_global.png and b/figures/CIFAR10_FC_global.png differ
diff --git a/figures/CIFAR10_FC_local.png b/figures/CIFAR10_FC_local.png
index edb0262..22c006b 100644
Binary files a/figures/CIFAR10_FC_local.png and b/figures/CIFAR10_FC_local.png differ
diff --git a/figures/CIFAR10_LeNet_FastJL.png b/figures/CIFAR10_LeNet_FastJL.png
index cf5c72a..2d2fb1e 100644
Binary files a/figures/CIFAR10_LeNet_FastJL.png and b/figures/CIFAR10_LeNet_FastJL.png differ
diff --git a/figures/CIFAR10_LeNet_global.png b/figures/CIFAR10_LeNet_global.png
index dd6fec0..8fe7260 100644
Binary files a/figures/CIFAR10_LeNet_global.png and b/figures/CIFAR10_LeNet_global.png differ
diff --git a/figures/CIFAR10_LeNet_local.png b/figures/CIFAR10_LeNet_local.png
index 541b5cb..02e3020 100644
Binary files a/figures/CIFAR10_LeNet_local.png and b/figures/CIFAR10_LeNet_local.png differ
diff --git a/figures/CIFAR10_Resnet_FastJL.png b/figures/CIFAR10_Resnet_FastJL.png
index 01c2fae..7d61120 100644
Binary files a/figures/CIFAR10_Resnet_FastJL.png and b/figures/CIFAR10_Resnet_FastJL.png differ
diff --git a/figures/CIFAR10_Resnet_global.png b/figures/CIFAR10_Resnet_global.png
index 7156122..93243f2 100644
Binary files a/figures/CIFAR10_Resnet_global.png and b/figures/CIFAR10_Resnet_global.png differ
diff --git a/figures/CIFAR10_Resnet_local.png b/figures/CIFAR10_Resnet_local.png
index 275dc34..0927289 100644
Binary files a/figures/CIFAR10_Resnet_local.png and b/figures/CIFAR10_Resnet_local.png differ
diff --git a/figures/CIFAR10_Untied_LeNet_FastJL.png b/figures/CIFAR10_Untied_LeNet_FastJL.png
index 2a73e15..2f9e6d6 100644
Binary files a/figures/CIFAR10_Untied_LeNet_FastJL.png and b/figures/CIFAR10_Untied_LeNet_FastJL.png differ
diff --git a/figures/CIFAR10_Untied_LeNet_global.png b/figures/CIFAR10_Untied_LeNet_global.png
index f81c4f4..31be283 100644
Binary files a/figures/CIFAR10_Untied_LeNet_global.png and b/figures/CIFAR10_Untied_LeNet_global.png differ
diff --git a/figures/CIFAR10_Untied_LeNet_local.png b/figures/CIFAR10_Untied_LeNet_local.png
index c3e1235..495fb6c 100644
Binary files a/figures/CIFAR10_Untied_LeNet_local.png and b/figures/CIFAR10_Untied_LeNet_local.png differ
diff --git a/figures/CIFAR10_general.png b/figures/CIFAR10_general.png
index ab8bd02..2c81b18 100644
Binary files a/figures/CIFAR10_general.png and b/figures/CIFAR10_general.png differ
diff --git a/figures/MNIST_FC_LeNet_global.png b/figures/MNIST_FC_LeNet_global.png
index 8560e15..fa289b2 100644
Binary files a/figures/MNIST_FC_LeNet_global.png and b/figures/MNIST_FC_LeNet_global.png differ
diff --git a/figures/MNIST_FC_LeNet_local.png b/figures/MNIST_FC_LeNet_local.png
index 3b4c4e5..6066ced 100644
Binary files a/figures/MNIST_FC_LeNet_local.png and b/figures/MNIST_FC_LeNet_local.png differ
diff --git a/figures/MNIST_FC_Tied_LeNet_global.png b/figures/MNIST_FC_Tied_LeNet_global.png
index 308a96e..1c30635 100644
Binary files a/figures/MNIST_FC_Tied_LeNet_global.png and b/figures/MNIST_FC_Tied_LeNet_global.png differ
diff --git a/figures/MNIST_FC_Tied_LeNet_local.png b/figures/MNIST_FC_Tied_LeNet_local.png
index c9df803..f1837e6 100644
Binary files a/figures/MNIST_FC_Tied_LeNet_local.png and b/figures/MNIST_FC_Tied_LeNet_local.png differ
diff --git a/figures/MNIST_FC_global.png b/figures/MNIST_FC_global.png
index b28e649..1a521cd 100644
Binary files a/figures/MNIST_FC_global.png and b/figures/MNIST_FC_global.png differ
diff --git a/figures/MNIST_FC_local.png b/figures/MNIST_FC_local.png
index e7489cb..fb6d8cd 100644
Binary files a/figures/MNIST_FC_local.png and b/figures/MNIST_FC_local.png differ
diff --git a/figures/MNIST_LeNet_global.png b/figures/MNIST_LeNet_global.png
index 417385d..266364e 100644
Binary files a/figures/MNIST_LeNet_global.png and b/figures/MNIST_LeNet_global.png differ
diff --git a/figures/MNIST_LeNet_local.png b/figures/MNIST_LeNet_local.png
index 187cab8..81b5b70 100644
Binary files a/figures/MNIST_LeNet_local.png and b/figures/MNIST_LeNet_local.png differ
diff --git a/figures/MNIST_Untied_LeNet_global.png b/figures/MNIST_Untied_LeNet_global.png
index 1889c3b..1848e15 100644
Binary files a/figures/MNIST_Untied_LeNet_global.png and b/figures/MNIST_Untied_LeNet_global.png differ
diff --git a/figures/MNIST_Untied_LeNet_local.png b/figures/MNIST_Untied_LeNet_local.png
index 4ba35aa..c18dd92 100644
Binary files a/figures/MNIST_Untied_LeNet_local.png and b/figures/MNIST_Untied_LeNet_local.png differ
diff --git a/figures/MNIST_general.png b/figures/MNIST_general.png
index 4568ab5..97d1079 100644
Binary files a/figures/MNIST_general.png and b/figures/MNIST_general.png differ