fill out experiment scripts

experiments/scripts/default_vgg16.sh

@@ -0,0 +1,24 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/default_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG16/solver.prototxt \
+  --weights data/imagenet_models/VGG_ILSVRC_16_layers.v2.caffemodel \
+  --imdb voc_2007_trainval
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000.caffemodel \
+  --imdb voc_2007_test
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/mbsize_caffenet.sh

@@ -0,0 +1,26 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/default_caffenet.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/CaffeNet/solver.prototxt \
+  --weights data/imagenet_models/CaffeNet.v2.caffemodel \
+  --imdb voc_2007_trainval \
+  --cfg experiments/cfgs/mb_size.yml
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/CaffeNet/test.prototxt \
+  --net output/default/voc_2007_trainval/caffenet_fast_rcnn_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/mb_size.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/no_bb_reg_test_caffenet.sh → experiments/scripts/multitask_no_bbox_reg_caffenet.sh

@@ -5,7 +5,7 @@ set -x
 export PYTHONUNBUFFERED="True"
 
 # -----------------------------------------------------------------------------
-LOG="experiments/logs/no_bbox_reg_test_caffenet.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+LOG="experiments/logs/multitask_no_bbox_reg_caffenet.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
 exec 3>&1 4>&2 &> >(tee -a "$LOG")
 echo Logging output to "$LOG"
 

experiments/scripts/multitask_no_bbox_reg_vgg16.sh

@@ -0,0 +1,20 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/multitask_no_bbox_reg_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/no_bbox_reg.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/multitask_no_bbox_reg_vgg_cnn_m_1024.sh

@@ -0,0 +1,20 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/multitask_no_bbox_reg_vgg_cnn_m_1024.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG_CNN_M_1024/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg_cnn_m_1024_fast_rcnn_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/no_bbox_reg.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/no_bbox_reg_vgg16.sh

@@ -0,0 +1,26 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/no_bbox_reg_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG16/no_bbox_reg/solver.prototxt \
+  --weights data/imagenet_models/VGG_ILSVRC_16_layers.v2.caffemodel \
+  --imdb voc_2007_trainval \
+  --cfg experiments/cfgs/no_bbox_reg.yml
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/no_bbox_reg/test.prototxt \
+  --net output/no_bbox_reg/voc_2007_trainval/vgg16_fast_rcnn_no_bbox_reg_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/no_bbox_reg.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/piecewise_vgg16.sh

@@ -0,0 +1,26 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/piecewise_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG16/piecewise/solver.prototxt \
+  --weights output/no_bbox_reg/voc_2007_trainval/vgg16_fast_rcnn_no_bbox_reg_iter_40000.caffemodel \
+  --imdb voc_2007_trainval \
+  --cfg experiments/cfgs/piecewise.yml
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/test.prototxt \
+  --net output/piecewise/voc_2007_trainval/vgg16_fast_rcnn_piecewise_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/piecewise.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/piecewise_vgg_cnn_m_1024.sh

@@ -0,0 +1,26 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/piecewise_vgg_cnn_m_1024.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG_CNN_M_1024/piecewise/solver.prototxt \
+  --weights output/no_bbox_reg/voc_2007_trainval/vgg_cnn_m_1024_fast_rcnn_no_bbox_reg_iter_40000.caffemodel \
+  --imdb voc_2007_trainval \
+  --cfg experiments/cfgs/piecewise.yml
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG_CNN_M_1024/test.prototxt \
+  --net output/piecewise/voc_2007_trainval/vgg_cnn_m_1024_fast_rcnn_piecewise_iter_40000.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/piecewise.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/svd_vgg16.sh

@@ -0,0 +1,24 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/svd_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/compress_net.py \
+  --def models/VGG16/test.prototxt \
+  --def-svd models/VGG16/compressed/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000.caffemodel
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/compressed/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000_svd_fc6_1024_fc7_256.caffemodel \
+  --imdb voc_2007_test
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------

experiments/scripts/svm_vgg16.sh

@@ -0,0 +1,26 @@
+#! /bin/bash
+
+set -x
+
+export PYTHONUNBUFFERED="True"
+
+# -----------------------------------------------------------------------------
+LOG="experiments/logs/svm_vgg16.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec 3>&1 4>&2 &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_svms.py --gpu $1 \
+  --def models/VGG16/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000.caffemodel \
+  --imdb voc_2007_trainval \
+  --cfg experiments/cfgs/svm.yml
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/test.prototxt \
+  --net output/default/voc_2007_trainval/vgg16_fast_rcnn_iter_40000_svm.caffemodel \
+  --imdb voc_2007_test \
+  --cfg experiments/cfgs/svm.yml
+
+# restore stdout/err
+exec 1>&3 2>&4
+# -----------------------------------------------------------------------------