diff --git a/CNNDemo/ResNet50Weight.bin b/CNNDemo/ResNet50Weight.bin
index 215f272..39df95d 100644
Binary files a/CNNDemo/ResNet50Weight.bin and b/CNNDemo/ResNet50Weight.bin differ
diff --git a/CNNDemo/ResNet50Weight.cc b/CNNDemo/ResNet50Weight.cc
index 1733bb4..fee08ec 100644
--- a/CNNDemo/ResNet50Weight.cc
+++ b/CNNDemo/ResNet50Weight.cc
@@ -1,143 +1,237 @@
 int RN50_conv1_weight[]={0,9407,};
 int RN50_bn1_running_mean[]={9408,9471,};
 int RN50_bn1_running_var[]={9472,9535,};
-int RN50_layer1__modules_0_conv1_weight[]={9536,13631,};
-int RN50_layer1__modules_0_bn1_running_mean[]={13632,13695,};
-int RN50_layer1__modules_0_bn1_running_var[]={13696,13759,};
-int RN50_layer1__modules_0_conv2_weight[]={13760,50623,};
-int RN50_layer1__modules_0_bn2_running_mean[]={50624,50687,};
-int RN50_layer1__modules_0_bn2_running_var[]={50688,50751,};
-int RN50_layer1__modules_0_conv3_weight[]={50752,67135,};
-int RN50_layer1__modules_0_bn3_running_mean[]={67136,67391,};
-int RN50_layer1__modules_0_bn3_running_var[]={67392,67647,};
-int RN50_layer1__modules_0_downsample__modules_0_weight[]={67648,84031,};
-int RN50_layer1__modules_0_downsample__modules_1_running_mean[]={84032,84287,};
-int RN50_layer1__modules_0_downsample__modules_1_running_var[]={84288,84543,};
-int RN50_layer2__modules_0_conv1_weight[]={84544,117311,};
-int RN50_layer2__modules_0_bn1_running_mean[]={117312,117439,};
-int RN50_layer2__modules_0_bn1_running_var[]={117440,117567,};
-int RN50_layer2__modules_0_conv2_weight[]={117568,265023,};
-int RN50_layer2__modules_0_bn2_running_mean[]={265024,265151,};
-int RN50_layer2__modules_0_bn2_running_var[]={265152,265279,};
-int RN50_layer2__modules_0_conv3_weight[]={265280,330815,};
-int RN50_layer2__modules_0_bn3_running_mean[]={330816,331327,};
-int RN50_layer2__modules_0_bn3_running_var[]={331328,331839,};
-int RN50_layer2__modules_0_downsample__modules_0_weight[]={331840,462911,};
-int RN50_layer2__modules_0_downsample__modules_1_running_mean[]={462912,463423,};
-int RN50_layer2__modules_0_downsample__modules_1_running_var[]={463424,463935,};
-int RN50_layer2__modules_1_conv1_weight[]={463936,529471,};
-int RN50_layer2__modules_1_bn1_running_mean[]={529472,529599,};
-int RN50_layer2__modules_1_bn1_running_var[]={529600,529727,};
-int RN50_layer2__modules_1_conv2_weight[]={529728,677183,};
-int RN50_layer2__modules_1_bn2_running_mean[]={677184,677311,};
-int RN50_layer2__modules_1_bn2_running_var[]={677312,677439,};
-int RN50_layer2__modules_1_conv3_weight[]={677440,742975,};
-int RN50_layer2__modules_1_bn3_running_mean[]={742976,743487,};
-int RN50_layer2__modules_1_bn3_running_var[]={743488,743999,};
-int RN50_layer2__modules_2_conv1_weight[]={744000,809535,};
-int RN50_layer2__modules_2_bn1_running_mean[]={809536,809663,};
-int RN50_layer2__modules_2_bn1_running_var[]={809664,809791,};
-int RN50_layer2__modules_2_conv2_weight[]={809792,957247,};
-int RN50_layer2__modules_2_bn2_running_mean[]={957248,957375,};
-int RN50_layer2__modules_2_bn2_running_var[]={957376,957503,};
-int RN50_layer2__modules_2_conv3_weight[]={957504,1023039,};
-int RN50_layer2__modules_2_bn3_running_mean[]={1023040,1023551,};
-int RN50_layer2__modules_2_bn3_running_var[]={1023552,1024063,};
-int RN50_layer2__modules_3_conv1_weight[]={1024064,1089599,};
-int RN50_layer2__modules_3_bn1_running_mean[]={1089600,1089727,};
-int RN50_layer2__modules_3_bn1_running_var[]={1089728,1089855,};
-int RN50_layer2__modules_3_conv2_weight[]={1089856,1237311,};
-int RN50_layer2__modules_3_bn2_running_mean[]={1237312,1237439,};
-int RN50_layer2__modules_3_bn2_running_var[]={1237440,1237567,};
-int RN50_layer2__modules_3_conv3_weight[]={1237568,1303103,};
-int RN50_layer2__modules_3_bn3_running_mean[]={1303104,1303615,};
-int RN50_layer2__modules_3_bn3_running_var[]={1303616,1304127,};
-int RN50_layer3__modules_0_conv1_weight[]={1304128,1435199,};
-int RN50_layer3__modules_0_bn1_running_mean[]={1435200,1435455,};
-int RN50_layer3__modules_0_bn1_running_var[]={1435456,1435711,};
-int RN50_layer3__modules_0_conv2_weight[]={1435712,2025535,};
-int RN50_layer3__modules_0_bn2_running_mean[]={2025536,2025791,};
-int RN50_layer3__modules_0_bn2_running_var[]={2025792,2026047,};
-int RN50_layer3__modules_0_conv3_weight[]={2026048,2288191,};
-int RN50_layer3__modules_0_bn3_running_mean[]={2288192,2289215,};
-int RN50_layer3__modules_0_bn3_running_var[]={2289216,2290239,};
-int RN50_layer3__modules_0_downsample__modules_0_weight[]={2290240,2814527,};
-int RN50_layer3__modules_0_downsample__modules_1_running_mean[]={2814528,2815551,};
-int RN50_layer3__modules_0_downsample__modules_1_running_var[]={2815552,2816575,};
-int RN50_layer3__modules_1_conv1_weight[]={2816576,3078719,};
-int RN50_layer3__modules_1_bn1_running_mean[]={3078720,3078975,};
-int RN50_layer3__modules_1_bn1_running_var[]={3078976,3079231,};
-int RN50_layer3__modules_1_conv2_weight[]={3079232,3669055,};
-int RN50_layer3__modules_1_bn2_running_mean[]={3669056,3669311,};
-int RN50_layer3__modules_1_bn2_running_var[]={3669312,3669567,};
-int RN50_layer3__modules_1_conv3_weight[]={3669568,3931711,};
-int RN50_layer3__modules_1_bn3_running_mean[]={3931712,3932735,};
-int RN50_layer3__modules_1_bn3_running_var[]={3932736,3933759,};
-int RN50_layer3__modules_2_conv1_weight[]={3933760,4195903,};
-int RN50_layer3__modules_2_bn1_running_mean[]={4195904,4196159,};
-int RN50_layer3__modules_2_bn1_running_var[]={4196160,4196415,};
-int RN50_layer3__modules_2_conv2_weight[]={4196416,4786239,};
-int RN50_layer3__modules_2_bn2_running_mean[]={4786240,4786495,};
-int RN50_layer3__modules_2_bn2_running_var[]={4786496,4786751,};
-int RN50_layer3__modules_2_conv3_weight[]={4786752,5048895,};
-int RN50_layer3__modules_2_bn3_running_mean[]={5048896,5049919,};
-int RN50_layer3__modules_2_bn3_running_var[]={5049920,5050943,};
-int RN50_layer3__modules_3_conv1_weight[]={5050944,5313087,};
-int RN50_layer3__modules_3_bn1_running_mean[]={5313088,5313343,};
-int RN50_layer3__modules_3_bn1_running_var[]={5313344,5313599,};
-int RN50_layer3__modules_3_conv2_weight[]={5313600,5903423,};
-int RN50_layer3__modules_3_bn2_running_mean[]={5903424,5903679,};
-int RN50_layer3__modules_3_bn2_running_var[]={5903680,5903935,};
-int RN50_layer3__modules_3_conv3_weight[]={5903936,6166079,};
-int RN50_layer3__modules_3_bn3_running_mean[]={6166080,6167103,};
-int RN50_layer3__modules_3_bn3_running_var[]={6167104,6168127,};
-int RN50_layer3__modules_4_conv1_weight[]={6168128,6430271,};
-int RN50_layer3__modules_4_bn1_running_mean[]={6430272,6430527,};
-int RN50_layer3__modules_4_bn1_running_var[]={6430528,6430783,};
-int RN50_layer3__modules_4_conv2_weight[]={6430784,7020607,};
-int RN50_layer3__modules_4_bn2_running_mean[]={7020608,7020863,};
-int RN50_layer3__modules_4_bn2_running_var[]={7020864,7021119,};
-int RN50_layer3__modules_4_conv3_weight[]={7021120,7283263,};
-int RN50_layer3__modules_4_bn3_running_mean[]={7283264,7284287,};
-int RN50_layer3__modules_4_bn3_running_var[]={7284288,7285311,};
-int RN50_layer3__modules_5_conv1_weight[]={7285312,7547455,};
-int RN50_layer3__modules_5_bn1_running_mean[]={7547456,7547711,};
-int RN50_layer3__modules_5_bn1_running_var[]={7547712,7547967,};
-int RN50_layer3__modules_5_conv2_weight[]={7547968,8137791,};
-int RN50_layer3__modules_5_bn2_running_mean[]={8137792,8138047,};
-int RN50_layer3__modules_5_bn2_running_var[]={8138048,8138303,};
-int RN50_layer3__modules_5_conv3_weight[]={8138304,8400447,};
-int RN50_layer3__modules_5_bn3_running_mean[]={8400448,8401471,};
-int RN50_layer3__modules_5_bn3_running_var[]={8401472,8402495,};
-int RN50_layer4__modules_0_conv1_weight[]={8402496,8926783,};
-int RN50_layer4__modules_0_bn1_running_mean[]={8926784,8927295,};
-int RN50_layer4__modules_0_bn1_running_var[]={8927296,8927807,};
-int RN50_layer4__modules_0_conv2_weight[]={8927808,11287103,};
-int RN50_layer4__modules_0_bn2_running_mean[]={11287104,11287615,};
-int RN50_layer4__modules_0_bn2_running_var[]={11287616,11288127,};
-int RN50_layer4__modules_0_conv3_weight[]={11288128,12336703,};
-int RN50_layer4__modules_0_bn3_running_mean[]={12336704,12338751,};
-int RN50_layer4__modules_0_bn3_running_var[]={12338752,12340799,};
-int RN50_layer4__modules_0_downsample__modules_0_weight[]={12340800,14437951,};
-int RN50_layer4__modules_0_downsample__modules_1_running_mean[]={14437952,14439999,};
-int RN50_layer4__modules_0_downsample__modules_1_running_var[]={14440000,14442047,};
-int RN50_layer4__modules_1_conv1_weight[]={14442048,15490623,};
-int RN50_layer4__modules_1_bn1_running_mean[]={15490624,15491135,};
-int RN50_layer4__modules_1_bn1_running_var[]={15491136,15491647,};
-int RN50_layer4__modules_1_conv2_weight[]={15491648,17850943,};
-int RN50_layer4__modules_1_bn2_running_mean[]={17850944,17851455,};
-int RN50_layer4__modules_1_bn2_running_var[]={17851456,17851967,};
-int RN50_layer4__modules_1_conv3_weight[]={17851968,18900543,};
-int RN50_layer4__modules_1_bn3_running_mean[]={18900544,18902591,};
-int RN50_layer4__modules_1_bn3_running_var[]={18902592,18904639,};
-int RN50_layer4__modules_2_conv1_weight[]={18904640,19953215,};
-int RN50_layer4__modules_2_bn1_running_mean[]={19953216,19953727,};
-int RN50_layer4__modules_2_bn1_running_var[]={19953728,19954239,};
-int RN50_layer4__modules_2_conv2_weight[]={19954240,22313535,};
-int RN50_layer4__modules_2_bn2_running_mean[]={22313536,22314047,};
-int RN50_layer4__modules_2_bn2_running_var[]={22314048,22314559,};
-int RN50_layer4__modules_2_conv3_weight[]={22314560,23363135,};
-int RN50_layer4__modules_2_bn3_running_mean[]={23363136,23365183,};
-int RN50_layer4__modules_2_bn3_running_var[]={23365184,23367231,};
-int RN50_fc_weight[]={23367232,25415231,};
-int RN50_fc_bias[]={25415232,25416231,};
+int RN50_bn1_weight[]={9536,9599,};
+int RN50_bn1_bias[]={9600,9663,};
+int RN50_layer1__modules_0_conv1_weight[]={9664,13759,};
+int RN50_layer1__modules_0_bn1_running_mean[]={13760,13823,};
+int RN50_layer1__modules_0_bn1_running_var[]={13824,13887,};
+int RN50_layer1__modules_0_bn1_weight[]={13888,13951,};
+int RN50_layer1__modules_0_bn1_bias[]={13952,14015,};
+int RN50_layer1__modules_0_conv2_weight[]={14016,50879,};
+int RN50_layer1__modules_0_bn2_running_mean[]={50880,50943,};
+int RN50_layer1__modules_0_bn2_running_var[]={50944,51007,};
+int RN50_layer1__modules_0_bn2_weight[]={51008,51071,};
+int RN50_layer1__modules_0_bn2_bias[]={51072,51135,};
+int RN50_layer1__modules_0_conv3_weight[]={51136,67519,};
+int RN50_layer1__modules_0_bn3_running_mean[]={67520,67775,};
+int RN50_layer1__modules_0_bn3_running_var[]={67776,68031,};
+int RN50_layer1__modules_0_bn3_weight[]={68032,68287,};
+int RN50_layer1__modules_0_bn3_bias[]={68288,68543,};
+int RN50_layer1__modules_0_downsample__modules_0_weight[]={68544,84927,};
+int RN50_layer1__modules_0_downsample__modules_1_running_mean[]={84928,85183,};
+int RN50_layer1__modules_0_downsample__modules_1_running_var[]={85184,85439,};
+int RN50_layer1__modules_0_downsample__modules_1_weight[]={85440,85695,};
+int RN50_layer1__modules_0_downsample__modules_1_bias[]={85696,85951,};
+int RN50_layer2__modules_0_conv1_weight[]={85952,118719,};
+int RN50_layer2__modules_0_bn1_running_mean[]={118720,118847,};
+int RN50_layer2__modules_0_bn1_running_var[]={118848,118975,};
+int RN50_layer2__modules_0_bn1_weight[]={118976,119103,};
+int RN50_layer2__modules_0_bn1_bias[]={119104,119231,};
+int RN50_layer2__modules_0_conv2_weight[]={119232,266687,};
+int RN50_layer2__modules_0_bn2_running_mean[]={266688,266815,};
+int RN50_layer2__modules_0_bn2_running_var[]={266816,266943,};
+int RN50_layer2__modules_0_bn2_weight[]={266944,267071,};
+int RN50_layer2__modules_0_bn2_bias[]={267072,267199,};
+int RN50_layer2__modules_0_conv3_weight[]={267200,332735,};
+int RN50_layer2__modules_0_bn3_running_mean[]={332736,333247,};
+int RN50_layer2__modules_0_bn3_running_var[]={333248,333759,};
+int RN50_layer2__modules_0_bn3_weight[]={333760,334271,};
+int RN50_layer2__modules_0_bn3_bias[]={334272,334783,};
+int RN50_layer2__modules_0_downsample__modules_0_weight[]={334784,465855,};
+int RN50_layer2__modules_0_downsample__modules_1_running_mean[]={465856,466367,};
+int RN50_layer2__modules_0_downsample__modules_1_running_var[]={466368,466879,};
+int RN50_layer2__modules_0_downsample__modules_1_weight[]={466880,467391,};
+int RN50_layer2__modules_0_downsample__modules_1_bias[]={467392,467903,};
+int RN50_layer2__modules_1_conv1_weight[]={467904,533439,};
+int RN50_layer2__modules_1_bn1_running_mean[]={533440,533567,};
+int RN50_layer2__modules_1_bn1_running_var[]={533568,533695,};
+int RN50_layer2__modules_1_bn1_weight[]={533696,533823,};
+int RN50_layer2__modules_1_bn1_bias[]={533824,533951,};
+int RN50_layer2__modules_1_conv2_weight[]={533952,681407,};
+int RN50_layer2__modules_1_bn2_running_mean[]={681408,681535,};
+int RN50_layer2__modules_1_bn2_running_var[]={681536,681663,};
+int RN50_layer2__modules_1_bn2_weight[]={681664,681791,};
+int RN50_layer2__modules_1_bn2_bias[]={681792,681919,};
+int RN50_layer2__modules_1_conv3_weight[]={681920,747455,};
+int RN50_layer2__modules_1_bn3_running_mean[]={747456,747967,};
+int RN50_layer2__modules_1_bn3_running_var[]={747968,748479,};
+int RN50_layer2__modules_1_bn3_weight[]={748480,748991,};
+int RN50_layer2__modules_1_bn3_bias[]={748992,749503,};
+int RN50_layer2__modules_2_conv1_weight[]={749504,815039,};
+int RN50_layer2__modules_2_bn1_running_mean[]={815040,815167,};
+int RN50_layer2__modules_2_bn1_running_var[]={815168,815295,};
+int RN50_layer2__modules_2_bn1_weight[]={815296,815423,};
+int RN50_layer2__modules_2_bn1_bias[]={815424,815551,};
+int RN50_layer2__modules_2_conv2_weight[]={815552,963007,};
+int RN50_layer2__modules_2_bn2_running_mean[]={963008,963135,};
+int RN50_layer2__modules_2_bn2_running_var[]={963136,963263,};
+int RN50_layer2__modules_2_bn2_weight[]={963264,963391,};
+int RN50_layer2__modules_2_bn2_bias[]={963392,963519,};
+int RN50_layer2__modules_2_conv3_weight[]={963520,1029055,};
+int RN50_layer2__modules_2_bn3_running_mean[]={1029056,1029567,};
+int RN50_layer2__modules_2_bn3_running_var[]={1029568,1030079,};
+int RN50_layer2__modules_2_bn3_weight[]={1030080,1030591,};
+int RN50_layer2__modules_2_bn3_bias[]={1030592,1031103,};
+int RN50_layer2__modules_3_conv1_weight[]={1031104,1096639,};
+int RN50_layer2__modules_3_bn1_running_mean[]={1096640,1096767,};
+int RN50_layer2__modules_3_bn1_running_var[]={1096768,1096895,};
+int RN50_layer2__modules_3_bn1_weight[]={1096896,1097023,};
+int RN50_layer2__modules_3_bn1_bias[]={1097024,1097151,};
+int RN50_layer2__modules_3_conv2_weight[]={1097152,1244607,};
+int RN50_layer2__modules_3_bn2_running_mean[]={1244608,1244735,};
+int RN50_layer2__modules_3_bn2_running_var[]={1244736,1244863,};
+int RN50_layer2__modules_3_bn2_weight[]={1244864,1244991,};
+int RN50_layer2__modules_3_bn2_bias[]={1244992,1245119,};
+int RN50_layer2__modules_3_conv3_weight[]={1245120,1310655,};
+int RN50_layer2__modules_3_bn3_running_mean[]={1310656,1311167,};
+int RN50_layer2__modules_3_bn3_running_var[]={1311168,1311679,};
+int RN50_layer2__modules_3_bn3_weight[]={1311680,1312191,};
+int RN50_layer2__modules_3_bn3_bias[]={1312192,1312703,};
+int RN50_layer3__modules_0_conv1_weight[]={1312704,1443775,};
+int RN50_layer3__modules_0_bn1_running_mean[]={1443776,1444031,};
+int RN50_layer3__modules_0_bn1_running_var[]={1444032,1444287,};
+int RN50_layer3__modules_0_bn1_weight[]={1444288,1444543,};
+int RN50_layer3__modules_0_bn1_bias[]={1444544,1444799,};
+int RN50_layer3__modules_0_conv2_weight[]={1444800,2034623,};
+int RN50_layer3__modules_0_bn2_running_mean[]={2034624,2034879,};
+int RN50_layer3__modules_0_bn2_running_var[]={2034880,2035135,};
+int RN50_layer3__modules_0_bn2_weight[]={2035136,2035391,};
+int RN50_layer3__modules_0_bn2_bias[]={2035392,2035647,};
+int RN50_layer3__modules_0_conv3_weight[]={2035648,2297791,};
+int RN50_layer3__modules_0_bn3_running_mean[]={2297792,2298815,};
+int RN50_layer3__modules_0_bn3_running_var[]={2298816,2299839,};
+int RN50_layer3__modules_0_bn3_weight[]={2299840,2300863,};
+int RN50_layer3__modules_0_bn3_bias[]={2300864,2301887,};
+int RN50_layer3__modules_0_downsample__modules_0_weight[]={2301888,2826175,};
+int RN50_layer3__modules_0_downsample__modules_1_running_mean[]={2826176,2827199,};
+int RN50_layer3__modules_0_downsample__modules_1_running_var[]={2827200,2828223,};
+int RN50_layer3__modules_0_downsample__modules_1_weight[]={2828224,2829247,};
+int RN50_layer3__modules_0_downsample__modules_1_bias[]={2829248,2830271,};
+int RN50_layer3__modules_1_conv1_weight[]={2830272,3092415,};
+int RN50_layer3__modules_1_bn1_running_mean[]={3092416,3092671,};
+int RN50_layer3__modules_1_bn1_running_var[]={3092672,3092927,};
+int RN50_layer3__modules_1_bn1_weight[]={3092928,3093183,};
+int RN50_layer3__modules_1_bn1_bias[]={3093184,3093439,};
+int RN50_layer3__modules_1_conv2_weight[]={3093440,3683263,};
+int RN50_layer3__modules_1_bn2_running_mean[]={3683264,3683519,};
+int RN50_layer3__modules_1_bn2_running_var[]={3683520,3683775,};
+int RN50_layer3__modules_1_bn2_weight[]={3683776,3684031,};
+int RN50_layer3__modules_1_bn2_bias[]={3684032,3684287,};
+int RN50_layer3__modules_1_conv3_weight[]={3684288,3946431,};
+int RN50_layer3__modules_1_bn3_running_mean[]={3946432,3947455,};
+int RN50_layer3__modules_1_bn3_running_var[]={3947456,3948479,};
+int RN50_layer3__modules_1_bn3_weight[]={3948480,3949503,};
+int RN50_layer3__modules_1_bn3_bias[]={3949504,3950527,};
+int RN50_layer3__modules_2_conv1_weight[]={3950528,4212671,};
+int RN50_layer3__modules_2_bn1_running_mean[]={4212672,4212927,};
+int RN50_layer3__modules_2_bn1_running_var[]={4212928,4213183,};
+int RN50_layer3__modules_2_bn1_weight[]={4213184,4213439,};
+int RN50_layer3__modules_2_bn1_bias[]={4213440,4213695,};
+int RN50_layer3__modules_2_conv2_weight[]={4213696,4803519,};
+int RN50_layer3__modules_2_bn2_running_mean[]={4803520,4803775,};
+int RN50_layer3__modules_2_bn2_running_var[]={4803776,4804031,};
+int RN50_layer3__modules_2_bn2_weight[]={4804032,4804287,};
+int RN50_layer3__modules_2_bn2_bias[]={4804288,4804543,};
+int RN50_layer3__modules_2_conv3_weight[]={4804544,5066687,};
+int RN50_layer3__modules_2_bn3_running_mean[]={5066688,5067711,};
+int RN50_layer3__modules_2_bn3_running_var[]={5067712,5068735,};
+int RN50_layer3__modules_2_bn3_weight[]={5068736,5069759,};
+int RN50_layer3__modules_2_bn3_bias[]={5069760,5070783,};
+int RN50_layer3__modules_3_conv1_weight[]={5070784,5332927,};
+int RN50_layer3__modules_3_bn1_running_mean[]={5332928,5333183,};
+int RN50_layer3__modules_3_bn1_running_var[]={5333184,5333439,};
+int RN50_layer3__modules_3_bn1_weight[]={5333440,5333695,};
+int RN50_layer3__modules_3_bn1_bias[]={5333696,5333951,};
+int RN50_layer3__modules_3_conv2_weight[]={5333952,5923775,};
+int RN50_layer3__modules_3_bn2_running_mean[]={5923776,5924031,};
+int RN50_layer3__modules_3_bn2_running_var[]={5924032,5924287,};
+int RN50_layer3__modules_3_bn2_weight[]={5924288,5924543,};
+int RN50_layer3__modules_3_bn2_bias[]={5924544,5924799,};
+int RN50_layer3__modules_3_conv3_weight[]={5924800,6186943,};
+int RN50_layer3__modules_3_bn3_running_mean[]={6186944,6187967,};
+int RN50_layer3__modules_3_bn3_running_var[]={6187968,6188991,};
+int RN50_layer3__modules_3_bn3_weight[]={6188992,6190015,};
+int RN50_layer3__modules_3_bn3_bias[]={6190016,6191039,};
+int RN50_layer3__modules_4_conv1_weight[]={6191040,6453183,};
+int RN50_layer3__modules_4_bn1_running_mean[]={6453184,6453439,};
+int RN50_layer3__modules_4_bn1_running_var[]={6453440,6453695,};
+int RN50_layer3__modules_4_bn1_weight[]={6453696,6453951,};
+int RN50_layer3__modules_4_bn1_bias[]={6453952,6454207,};
+int RN50_layer3__modules_4_conv2_weight[]={6454208,7044031,};
+int RN50_layer3__modules_4_bn2_running_mean[]={7044032,7044287,};
+int RN50_layer3__modules_4_bn2_running_var[]={7044288,7044543,};
+int RN50_layer3__modules_4_bn2_weight[]={7044544,7044799,};
+int RN50_layer3__modules_4_bn2_bias[]={7044800,7045055,};
+int RN50_layer3__modules_4_conv3_weight[]={7045056,7307199,};
+int RN50_layer3__modules_4_bn3_running_mean[]={7307200,7308223,};
+int RN50_layer3__modules_4_bn3_running_var[]={7308224,7309247,};
+int RN50_layer3__modules_4_bn3_weight[]={7309248,7310271,};
+int RN50_layer3__modules_4_bn3_bias[]={7310272,7311295,};
+int RN50_layer3__modules_5_conv1_weight[]={7311296,7573439,};
+int RN50_layer3__modules_5_bn1_running_mean[]={7573440,7573695,};
+int RN50_layer3__modules_5_bn1_running_var[]={7573696,7573951,};
+int RN50_layer3__modules_5_bn1_weight[]={7573952,7574207,};
+int RN50_layer3__modules_5_bn1_bias[]={7574208,7574463,};
+int RN50_layer3__modules_5_conv2_weight[]={7574464,8164287,};
+int RN50_layer3__modules_5_bn2_running_mean[]={8164288,8164543,};
+int RN50_layer3__modules_5_bn2_running_var[]={8164544,8164799,};
+int RN50_layer3__modules_5_bn2_weight[]={8164800,8165055,};
+int RN50_layer3__modules_5_bn2_bias[]={8165056,8165311,};
+int RN50_layer3__modules_5_conv3_weight[]={8165312,8427455,};
+int RN50_layer3__modules_5_bn3_running_mean[]={8427456,8428479,};
+int RN50_layer3__modules_5_bn3_running_var[]={8428480,8429503,};
+int RN50_layer3__modules_5_bn3_weight[]={8429504,8430527,};
+int RN50_layer3__modules_5_bn3_bias[]={8430528,8431551,};
+int RN50_layer4__modules_0_conv1_weight[]={8431552,8955839,};
+int RN50_layer4__modules_0_bn1_running_mean[]={8955840,8956351,};
+int RN50_layer4__modules_0_bn1_running_var[]={8956352,8956863,};
+int RN50_layer4__modules_0_bn1_weight[]={8956864,8957375,};
+int RN50_layer4__modules_0_bn1_bias[]={8957376,8957887,};
+int RN50_layer4__modules_0_conv2_weight[]={8957888,11317183,};
+int RN50_layer4__modules_0_bn2_running_mean[]={11317184,11317695,};
+int RN50_layer4__modules_0_bn2_running_var[]={11317696,11318207,};
+int RN50_layer4__modules_0_bn2_weight[]={11318208,11318719,};
+int RN50_layer4__modules_0_bn2_bias[]={11318720,11319231,};
+int RN50_layer4__modules_0_conv3_weight[]={11319232,12367807,};
+int RN50_layer4__modules_0_bn3_running_mean[]={12367808,12369855,};
+int RN50_layer4__modules_0_bn3_running_var[]={12369856,12371903,};
+int RN50_layer4__modules_0_bn3_weight[]={12371904,12373951,};
+int RN50_layer4__modules_0_bn3_bias[]={12373952,12375999,};
+int RN50_layer4__modules_0_downsample__modules_0_weight[]={12376000,14473151,};
+int RN50_layer4__modules_0_downsample__modules_1_running_mean[]={14473152,14475199,};
+int RN50_layer4__modules_0_downsample__modules_1_running_var[]={14475200,14477247,};
+int RN50_layer4__modules_0_downsample__modules_1_weight[]={14477248,14479295,};
+int RN50_layer4__modules_0_downsample__modules_1_bias[]={14479296,14481343,};
+int RN50_layer4__modules_1_conv1_weight[]={14481344,15529919,};
+int RN50_layer4__modules_1_bn1_running_mean[]={15529920,15530431,};
+int RN50_layer4__modules_1_bn1_running_var[]={15530432,15530943,};
+int RN50_layer4__modules_1_bn1_weight[]={15530944,15531455,};
+int RN50_layer4__modules_1_bn1_bias[]={15531456,15531967,};
+int RN50_layer4__modules_1_conv2_weight[]={15531968,17891263,};
+int RN50_layer4__modules_1_bn2_running_mean[]={17891264,17891775,};
+int RN50_layer4__modules_1_bn2_running_var[]={17891776,17892287,};
+int RN50_layer4__modules_1_bn2_weight[]={17892288,17892799,};
+int RN50_layer4__modules_1_bn2_bias[]={17892800,17893311,};
+int RN50_layer4__modules_1_conv3_weight[]={17893312,18941887,};
+int RN50_layer4__modules_1_bn3_running_mean[]={18941888,18943935,};
+int RN50_layer4__modules_1_bn3_running_var[]={18943936,18945983,};
+int RN50_layer4__modules_1_bn3_weight[]={18945984,18948031,};
+int RN50_layer4__modules_1_bn3_bias[]={18948032,18950079,};
+int RN50_layer4__modules_2_conv1_weight[]={18950080,19998655,};
+int RN50_layer4__modules_2_bn1_running_mean[]={19998656,19999167,};
+int RN50_layer4__modules_2_bn1_running_var[]={19999168,19999679,};
+int RN50_layer4__modules_2_bn1_weight[]={19999680,20000191,};
+int RN50_layer4__modules_2_bn1_bias[]={20000192,20000703,};
+int RN50_layer4__modules_2_conv2_weight[]={20000704,22359999,};
+int RN50_layer4__modules_2_bn2_running_mean[]={22360000,22360511,};
+int RN50_layer4__modules_2_bn2_running_var[]={22360512,22361023,};
+int RN50_layer4__modules_2_bn2_weight[]={22361024,22361535,};
+int RN50_layer4__modules_2_bn2_bias[]={22361536,22362047,};
+int RN50_layer4__modules_2_conv3_weight[]={22362048,23410623,};
+int RN50_layer4__modules_2_bn3_running_mean[]={23410624,23412671,};
+int RN50_layer4__modules_2_bn3_running_var[]={23412672,23414719,};
+int RN50_layer4__modules_2_bn3_weight[]={23414720,23416767,};
+int RN50_layer4__modules_2_bn3_bias[]={23416768,23418815,};
+int RN50_fc_weight[]={23418816,25466815,};
+int RN50_fc_bias[]={25466816,25467815,};
diff --git a/CNNDemo/Resnet50.py b/CNNDemo/Resnet50.py
index 54c2675..322e957 100644
--- a/CNNDemo/Resnet50.py
+++ b/CNNDemo/Resnet50.py
@@ -270,6 +270,26 @@ def printDick(d, head, obj):
             strg += str(currentbyte-1) + ","
             strg = strg + "};\n"
 
+            strg = strg + "int "+head+"_"+item+"_weight[]={"
+            array = objsub.weight.cpu().detach().numpy().reshape(-1)
+            strg += str(currentbyte) + ","
+            for a in array:
+                bs = struct.pack("f", a)
+                binaryfile.write(bs)
+                currentbyte = currentbyte+1
+            strg += str(currentbyte-1) + ","
+            strg = strg + "};\n"
+
+            strg = strg + "int "+head+"_"+item+"_bias[]={"
+            array = objsub.bias.cpu().detach().numpy().reshape(-1)
+            strg += str(currentbyte) + ","
+            for a in array:
+                bs = struct.pack("f", a)
+                binaryfile.write(bs)
+                currentbyte = currentbyte+1
+            strg += str(currentbyte-1) + ","
+            strg = strg + "};\n"
+
         if d[item] == "Linear":
             strg = strg + "int "+head+"_"+item+"_weight[]={"
             array = objsub.weight.cpu().detach().numpy().reshape(-1)
diff --git a/CNNDemo/params.pth b/CNNDemo/params.pth
index 74a5d0d..5ca107e 100644
Binary files a/CNNDemo/params.pth and b/CNNDemo/params.pth differ