From 5cb7c233671d4dbd15785051287f6317d50b8a19 Mon Sep 17 00:00:00 2001
From: Ross Girshick <rbg@eecs.berkeley.edu>
Date: Sun, 12 Jan 2014 07:54:35 -0800
Subject: 10x learning rate for fine tuning makes a big difference

---
 models/pascal_finetune.prototxt        | 8 ++++----
 models/pascal_finetune_solver.prototxt | 2 +-
 models/pascal_finetune_val.prototxt    | 8 ++++----
 3 files changed, 9 insertions(+), 9 deletions(-)

(limited to 'models')

diff --git a/models/pascal_finetune.prototxt b/models/pascal_finetune.prototxt
index 229898eb..d2a33f7f 100644
--- a/models/pascal_finetune.prototxt
+++ b/models/pascal_finetune.prototxt
@@ -3,8 +3,8 @@ layers {
   layer {
     name: "data"
     type: "window_data"
-    source: "/work5/rbg/convnet-selective-search/selective-search-data/window_file_2007_trainval.txt"
-    meanfile: "/home/rbg/working/caffe-rbg/data/ilsvrc2012_mean.binaryproto"
+    source: "/work4/rbg/convnet-selective-search/selective-search-data/window_file_2007_trainval.txt"
+    meanfile: "/home/eecs/rbg/working/caffe-rbg/data/ilsvrc2012_mean.binaryproto"
     batchsize: 128
     cropsize: 227
     context_pad: 16
@@ -350,8 +350,8 @@ layers {
       type: "constant"
       value: 0
     }
-    blobs_lr: 100.
-    blobs_lr: 200.
+    blobs_lr: 10.
+    blobs_lr: 20.
     weight_decay: 1.
     weight_decay: 0.
     can_clobber: false
diff --git a/models/pascal_finetune_solver.prototxt b/models/pascal_finetune_solver.prototxt
index f53a1d5c..8c464754 100644
--- a/models/pascal_finetune_solver.prototxt
+++ b/models/pascal_finetune_solver.prototxt
@@ -2,7 +2,7 @@ train_net: "examples/pascal_finetune.prototxt"
 test_net: "examples/pascal_finetune_val.prototxt"
 test_iter: 100
 test_interval: 1000
-base_lr: 0.0001
+base_lr: 0.001
 lr_policy: "step"
 gamma: 0.1
 stepsize: 20000
diff --git a/models/pascal_finetune_val.prototxt b/models/pascal_finetune_val.prototxt
index 53aab096..18a680fc 100644
--- a/models/pascal_finetune_val.prototxt
+++ b/models/pascal_finetune_val.prototxt
@@ -3,8 +3,8 @@ layers {
   layer {
     name: "data"
     type: "window_data"
-    source: "/work5/rbg/convnet-selective-search/selective-search-data/window_file_2007_test.txt"
-    meanfile: "/home/rbg/working/caffe-rbg/data/ilsvrc2012_mean.binaryproto"
+    source: "/work4/rbg/convnet-selective-search/selective-search-data/window_file_2007_test.txt"
+    meanfile: "/home/eecs/rbg/working/caffe-rbg/data/ilsvrc2012_mean.binaryproto"
     batchsize: 128
     cropsize: 227
     context_pad: 16
@@ -350,8 +350,8 @@ layers {
       type: "constant"
       value: 0
     }
-    blobs_lr: 100.
-    blobs_lr: 200.
+    blobs_lr: 10.
+    blobs_lr: 20.
     weight_decay: 1.
     weight_decay: 0.
   }
-- 
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