An error in BinaryNet_Cifar10_Model.lua #21
Description
I attempted to excute the Main_BinaryNet_Cifar10.lua. But I got some errors and I do not know how to solve them. When I run the MNIST case, it runs well. SVHN case hase the same errors. Could you please give me some suggestions? Thank you in advance for your cooperation.
[liubaicheng@mesic-dlcad BinaryNet-master_22]$ th Main_BinaryNet_Cifar10.lua -network BinaryNet_Cifar10_Model
0
14033566
14033566
14033566
[program started on Mon Sep 10 15:26:22 2018]
[command line arguments]
devid 1
threads 8
network ./Models/BinaryNet_Cifar10_Model
weightDecay 0
optimization adam
nGPU 1
runningVal false
LR 0.015625
SBN true
augment false
epoch -1
stcWeights false
stcNeurons true
dataset Cifar10
LRDecay 0
batchSize 200
normalization simple
load
dp_prepro false
whiten true
type cuda
momentum 0
modelsFolder ./Models/
constBatchSize false
preProcDir /home/liubaicheng/try_2018_4_26/BinaryNet-master_22/PreProcData/Cifar10
save /home/liubaicheng/try_2018_4_26/BinaryNet-master_22/Results/MonSep1015:25:542018
format rgb
visualize 1
[----------------------]
==> Network
nn.Sequential {
[input -> (1) -> (2) -> (3) -> (4) -> (5) -> (6) -> (7) -> (8) -> (9) -> (10) -> (11) -> (12) -> (13) -> (14) -> (15) -> (16) -> (17) -> (18) -> (19) -> (20) -> (21) -> (22) -> (23) -> (24) -> (25) -> (26) -> (27) -> (28) -> (29) -> (30) -> (31) -> (32) -> (33) -> (34) -> (35) -> (36) -> (37) -> (38) -> output]
(1): cudnnBinarySpatialConvolution(3 -> 128, 3x3, 1,1, 1,1)
(2): SpatialBatchNormalizationShiftPow2
(3): nn.HardTanh
(4): BinarizedNeurons
(5): cudnnBinarySpatialConvolution(128 -> 128, 3x3, 1,1, 1,1)
(6): cudnn.SpatialMaxPooling(2x2, 2,2)
(7): SpatialBatchNormalizationShiftPow2
(8): nn.HardTanh
(9): BinarizedNeurons
(10): cudnnBinarySpatialConvolution(128 -> 256, 3x3, 1,1, 1,1)
(11): SpatialBatchNormalizationShiftPow2
(12): nn.HardTanh
(13): BinarizedNeurons
(14): cudnnBinarySpatialConvolution(256 -> 256, 3x3, 1,1, 1,1)
(15): cudnn.SpatialMaxPooling(2x2, 2,2)
(16): SpatialBatchNormalizationShiftPow2
(17): nn.HardTanh
(18): BinarizedNeurons
(19): cudnnBinarySpatialConvolution(256 -> 512, 3x3, 1,1, 1,1)
(20): SpatialBatchNormalizationShiftPow2
(21): nn.HardTanh
(22): BinarizedNeurons
(23): cudnnBinarySpatialConvolution(512 -> 512, 3x3, 1,1, 1,1)
(24): cudnn.SpatialMaxPooling(2x2, 2,2)
(25): SpatialBatchNormalizationShiftPow2
(26): nn.HardTanh
(27): BinarizedNeurons
(28): nn.View(8192)
(29): BinaryLinear(8192 -> 1024)
(30): BatchNormalizationShiftPow2
(31): nn.HardTanh
(32): BinarizedNeurons
(33): BinaryLinear(1024 -> 1024)
(34): BatchNormalizationShiftPow2
(35): nn.HardTanh
(36): BinarizedNeurons
(37): BinaryLinear(1024 -> 10)
(38): nn.BatchNormalization (2D) (10)
}
==>14033566 Parameters
==> Loss
SqrtHingeEmbeddingCriterion
==> Starting Training
Epoch 1
/home/liubaicheng/torch/install/bin/lua: ...liubaicheng/torch/install/share/lua/5.2/nn/Container.lua:67:
In 1 module of nn.Sequential:
...e/liubaicheng/torch/install/share/lua/5.2/cudnn/init.lua:155: too few arguments
stack traceback:
[C]: in function '?'
...e/liubaicheng/torch/install/share/lua/5.2/cudnn/init.lua:155: in function 'call'
...e/liubaicheng/torch/install/share/lua/5.2/cudnn/init.lua:159: in function 'errcheck'
...ryNet-master_22/Models/cudnnBinarySpatialConvolution.lua:71: in function 'resetWeightDescriptors'
...torch/install/share/lua/5.2/cudnn/SpatialConvolution.lua:96: in function 'checkInputChanged'
...torch/install/share/lua/5.2/cudnn/SpatialConvolution.lua:120: in function 'createIODescriptors'
...ryNet-master_22/Models/cudnnBinarySpatialConvolution.lua:122: in function 'createIODescriptors'
...torch/install/share/lua/5.2/cudnn/SpatialConvolution.lua:188: in function 'updateOutput'
...ryNet-master_22/Models/cudnnBinarySpatialConvolution.lua:146: in function <...ryNet-master_22/Models/cudnnBinarySpatialConvolution.lua:142>
[C]: in function 'xpcall'
...liubaicheng/torch/install/share/lua/5.2/nn/Container.lua:63: in function 'rethrowErrors'
...iubaicheng/torch/install/share/lua/5.2/nn/Sequential.lua:44: in function <...iubaicheng/torch/install/share/lua/5.2/nn/Sequential.lua:41>
(...tail calls...)
Main_BinaryNet_Cifar10.lua:214: in function <Main_BinaryNet_Cifar10.lua:186>
(...tail calls...)
Main_BinaryNet_Cifar10.lua:270: in main chunk
[C]: in function 'dofile'
...heng/torch/install/lib/luarocks/rocks/trepl/scm-1/bin/th:150: in main chunk
[C]: in ?
WARNING: If you see a stack trace below, it doesn't point to the place where this error occurred. Please use only the one above.
stack traceback:
[C]: in function 'error'
...liubaicheng/torch/install/share/lua/5.2/nn/Container.lua:67: in function 'rethrowErrors'
...iubaicheng/torch/install/share/lua/5.2/nn/Sequential.lua:44: in function <...iubaicheng/torch/install/share/lua/5.2/nn/Sequential.lua:41>
(...tail calls...)
Main_BinaryNet_Cifar10.lua:214: in function <Main_BinaryNet_Cifar10.lua:186>
(...tail calls...)
Main_BinaryNet_Cifar10.lua:270: in main chunk
[C]: in function 'dofile'
...heng/torch/install/lib/luarocks/rocks/trepl/scm-1/bin/th:150: in main chunk
[C]: in ?