add YOLOv3Loss.batch_size comments (#348)

configs/dcn/yolov3_r50vd_dcn.yml

@@ -40,6 +40,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/dcn/yolov3_r50vd_dcn_db_iouloss_obj365_pretrained_coco.yml

@@ -42,6 +42,10 @@ YOLOv3Head:
   drop_block: true
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/dcn/yolov3_r50vd_dcn_db_obj365_pretrained_coco.yml

@@ -43,6 +43,10 @@ YOLOv3Head:
   keep_prob: 0.94
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/dcn/yolov3_r50vd_dcn_obj365_pretrained_coco.yml

@@ -41,6 +41,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/yolov3_darknet.yml

@@ -35,6 +35,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: true

configs/yolov3_darknet_voc.yml

@@ -36,6 +36,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/yolov3_mobilenet_v1.yml

@@ -36,6 +36,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: true

configs/yolov3_mobilenet_v1_fruit.yml

@@ -38,6 +38,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: true

configs/yolov3_mobilenet_v1_voc.yml

@@ -37,6 +37,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false

configs/yolov3_r34.yml

@@ -38,6 +38,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: true

configs/yolov3_r34_voc.yml

@@ -39,6 +39,10 @@ YOLOv3Head:
     score_threshold: 0.01
 
 YOLOv3Loss:
+  # batch_size here is only used for fine grained loss, not used
+  # for training batch_size setting, training batch_size setting
+  # is in configs/yolov3_reader.yml TrainReader.batch_size, batch
+  # size here should be set as same value as TrainReader.batch_size
   batch_size: 8
   ignore_thresh: 0.7
   label_smooth: false