diff --git a/models/CaffeNet/solver.prototxt b/models/CaffeNet/solver.prototxt
index de3a06c305a952e125c049b3e30a6028d254913c..4e9e848c46d346238112378f8302dc8de4352a15 100644
--- a/models/CaffeNet/solver.prototxt
+++ b/models/CaffeNet/solver.prototxt
@@ -5,12 +5,11 @@ gamma: 0.1
 stepsize: 30000
 display: 20
 average_loss: 100
-max_iter: 500000
 momentum: 0.9
 weight_decay: 0.0005
 # We disable standard caffe solver snapshotting and implement our own snapshot
 # function
 snapshot: 0
 # We still use the snapshot prefix, though
-snapshot_prefix: "snapshots/caffenet_fast_rcnn"
+snapshot_prefix: "caffenet_fast_rcnn"
 #debug_info: true
diff --git a/models/VGG_16/solver.prototxt b/models/VGG_16/solver.prototxt
index 36c7fd4ce8278922770851926fc51b423489e69d..2bbaf3b79bc41369eb1cdbff73ba173b29b4beef 100644
--- a/models/VGG_16/solver.prototxt
+++ b/models/VGG_16/solver.prototxt
@@ -5,7 +5,6 @@ gamma: 0.1
 stepsize: 30000
 display: 20
 average_loss: 100
-max_iter: 500000
 # iter_size: 1
 momentum: 0.9
 weight_decay: 0.0005
@@ -13,5 +12,5 @@ weight_decay: 0.0005
 # function
 snapshot: 0
 # We still use the snapshot prefix, though
-snapshot_prefix: "snapshots/vgg16_fast_rcnn"
+snapshot_prefix: "vgg16_fast_rcnn"
 #debug_info: true
diff --git a/models/VGG_CNN_M_1024/solver.prototxt b/models/VGG_CNN_M_1024/solver.prototxt
index 1f69f1c5c74a5c029992e9e9dd01f39c172e4872..d9489836d17d2730a49683825fe54ce1e6bbcee6 100644
--- a/models/VGG_CNN_M_1024/solver.prototxt
+++ b/models/VGG_CNN_M_1024/solver.prototxt
@@ -5,12 +5,11 @@ gamma: 0.1
 stepsize: 30000
 display: 20
 average_loss: 100
-max_iter: 500000
 momentum: 0.9
 weight_decay: 0.0005
 # We disable standard caffe solver snapshotting and implement our own snapshot
 # function
 snapshot: 0
 # We still use the snapshot prefix, though
-snapshot_prefix: "snapshots/vgg_cnn_m_1024_fast_rcnn"
+snapshot_prefix: "vgg_cnn_m_1024_fast_rcnn"
 #debug_info: true