Edmond Yoo
2018-09-16 0dab894a5be9f7d10d85e89dea91d02c71bae84d
cfg/msr_50.cfg
@@ -1,13 +1,18 @@
[net]
batch=128
subdivisions=4
subdivisions=8
height=256
width=256
channels=3
momentum=0.9
decay=0.0005
decay=0.0001
learning_rate=0.01
learning_rate=0.05
policy=poly
power=4
max_batches=500000
[crop]
crop_height=224
@@ -57,10 +62,22 @@
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
@@ -84,10 +101,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -111,10 +129,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 3_x #####
@@ -141,10 +160,22 @@
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
@@ -168,10 +199,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -195,10 +227,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -222,10 +255,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 4_x #####
@@ -252,10 +286,23 @@
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
@@ -279,10 +326,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -306,10 +354,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -333,10 +382,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -360,10 +410,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -387,10 +438,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
##### Conv 5_x #####
@@ -417,10 +469,24 @@
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
@@ -444,10 +510,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[convolutional]
batch_normalize=1
@@ -471,10 +538,11 @@
size=1
stride=1
pad=1
activation=leaky
activation=linear
[shortcut]
from = -4
activation=leaky
[avgpool]