From e92f7d301c971b4d27aa3dcd1e4047e94f04b3fc Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 25 Mar 2015 01:27:12 +0000
Subject: [PATCH] smaller gridsize in bias

---
 src/crop_layer.c |   13 +++++++++----
 1 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/src/crop_layer.c b/src/crop_layer.c
index df6eb41..cf1383e 100644
--- a/src/crop_layer.c
+++ b/src/crop_layer.c
@@ -28,14 +28,19 @@
     return layer;
 }
 
-void forward_crop_layer(const crop_layer layer, float *input)
+void forward_crop_layer(const crop_layer layer, network_state state)
 {
     int i,j,c,b,row,col;
     int index;
     int count = 0;
     int flip = (layer.flip && rand()%2);
-    int dh = rand()%(layer.h - layer.crop_height);
-    int dw = rand()%(layer.w - layer.crop_width);
+    int dh = rand()%(layer.h - layer.crop_height + 1);
+    int dw = rand()%(layer.w - layer.crop_width + 1);
+    if(!state.train){
+        flip = 0;
+        dh = (layer.h - layer.crop_height)/2;
+        dw = (layer.w - layer.crop_width)/2;
+    }
     for(b = 0; b < layer.batch; ++b){
         for(c = 0; c < layer.c; ++c){
             for(i = 0; i < layer.crop_height; ++i){
@@ -47,7 +52,7 @@
                     }
                     row = i + dh;
                     index = col+layer.w*(row+layer.h*(c + layer.c*b)); 
-                    layer.output[count++] = input[index];
+                    layer.output[count++] = state.input[index];
                 }
             }
         }

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