yolov2: Add yolov2 train solver prototxt and prune cfg

Signed-off-by: Huaqi Fang <[email protected]>

Author: fanghuaqi

caffe_models/yolo_v2_voc/caffe_model/prune.cfg

@@ -0,0 +1,14 @@
+[device]
+gpuid = 0
+
+[net_params]
+supported_batchsize = 15
+
+[filenames]
+solver_filename = yolo_voc_solverprune.prototxt
+train_filename = yolo_voc_trainval.prototxt 
+deploy_filename = yolo_voc_snpscaffe.prototxt
+caffemodel_filename = yolo_voc.caffemodel
+
+[Log]
+LOG_LEVEL = 1

caffe_models/yolo_v2_voc/caffe_model/yolo_voc_solver.prototxt

@@ -0,0 +1,16 @@
+net: "yolo_voc_trainval.prototxt"
+test_iter: 1238
+test_interval: 5000000
+test_initialization: false
+display: 100
+average_loss: 100
+lr_policy: "step"
+base_lr: 0.00001
+gamma: 0.8
+stepsize: 10000
+max_iter: 100000
+momentum: 0.9
+weight_decay: 0.0005
+snapshot: 5000
+snapshot_prefix: "snapshot/"
+#type: "Adam"

caffe_models/yolo_v2_voc/caffe_model/yolo_voc_solverprune.prototxt

@@ -0,0 +1,15 @@
+net: "yolo_voc_trainval.prototxt"
+test_iter: 1238
+test_interval: 400000
+test_initialization: false
+display: 100
+average_loss: 100
+lr_policy: "step"
+base_lr: 0.00001
+gamma: 0.8
+stepsize: 30000
+max_iter: 60000
+momentum: 0.9
+weight_decay: 0.0005
+snapshot: 30000
+snapshot_prefix: "snapshot/"