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XNOR-net tiny-yolo_xnor.cfg ~2x faster than cuDNN on CUDA (nVidia GPU Maxwell)

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AlexeyAB
2018-09-22 02:01:14 +03:00
parent 0224ba3d0d
commit 7dd97537fb
15 changed files with 511 additions and 42 deletions
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6
cfg/tiny-yolo_xnor.cfg
View File

@ -32,6 +32,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=32
size=3
@ -45,6 +46,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=64
size=3
@ -58,6 +60,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=128
size=3
@ -71,6 +74,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=256
size=3
@ -84,6 +88,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=512
size=3
@ -97,6 +102,7 @@ stride=1
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=1024
size=3

6
cfg/yolov3-tiny_xnor.cfg
View File

@ -36,6 +36,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=32
size=3
@ -49,6 +50,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=64
size=3
@ -62,6 +64,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=128
size=3
@ -88,6 +91,7 @@ stride=2
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=512
size=3
@ -101,6 +105,7 @@ stride=1
[convolutional]
xnor=1
bin_output=1
batch_normalize=1
filters=1024
size=3
@ -173,6 +178,7 @@ stride=1
pad=1
activation=leaky
[convolutional]
size=1
stride=1