Edmond Yoo
2018-09-16 5a47c46b39475fc3581b9819f488b977ea1beca3
cfg/msr_152.cfg
@@ -1,13 +1,16 @@
[net]
batch=256
subdivisions=16
batch=128
subdivisions=8
height=256
width=256
channels=3
momentum=0.9
decay=0.0005
decay=0.0001
learning_rate=0.02
learning_rate=0.1
policy=poly
power=4
max_batches=500000
[crop]
crop_height=224
@@ -57,10 +60,22 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[route]
layers=-4
[convolutional]
batch_normalize=1
size=1
stride=1
pad=1
activation=linear
filters=256
[shortcut]
from = -4
from = -3
activation=leaky
[convolutional]
batch_normalize=1
@@ -84,11 +99,13 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=64
@@ -111,11 +128,13 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 3_x #####
@@ -141,10 +160,24 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[route]
layers=-4
[convolutional]
batch_normalize=1
size=1
stride=2
pad=1
activation=linear
filters=512
[shortcut]
from = -4
from = -3
activation=leaky
[convolutional]
batch_normalize=1
@@ -168,11 +201,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -195,11 +231,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -222,11 +261,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -249,11 +291,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -276,11 +321,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -303,11 +351,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=128
@@ -330,11 +381,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 4_x #####
@@ -360,10 +414,24 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[route]
layers=-4
[convolutional]
batch_normalize=1
size=1
stride=2
pad=1
activation=linear
filters=1024
[shortcut]
from = -4
from = -3
activation=leaky
[convolutional]
batch_normalize=1
@@ -387,11 +455,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -414,11 +485,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -441,11 +515,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -468,11 +545,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -495,11 +575,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -522,11 +605,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -549,11 +635,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -576,11 +665,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -603,11 +695,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -630,11 +725,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -657,11 +755,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -684,11 +785,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -711,11 +815,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -738,11 +845,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -765,11 +875,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -792,11 +905,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -819,11 +935,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -846,11 +965,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -873,11 +995,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -900,11 +1025,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -927,11 +1055,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -954,11 +1085,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -981,11 +1115,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1008,11 +1145,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1035,11 +1175,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1062,11 +1205,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1089,11 +1235,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1116,11 +1265,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1143,11 +1295,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1170,11 +1325,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1197,11 +1355,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1224,11 +1385,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1251,11 +1415,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1278,11 +1445,14 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=256
@@ -1305,11 +1475,13 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 5_x #####
@@ -1335,10 +1507,24 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[route]
layers=-4
[convolutional]
batch_normalize=1
size=1
stride=2
pad=1
activation=linear
filters=2048
[shortcut]
from = -4
from = -3
activation=leaky
[convolutional]
batch_normalize=1
@@ -1362,11 +1548,13 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
filters=512
@@ -1389,11 +1577,13 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[avgpool]
[connected]