user0034@10-111-34-14:~/caffe$ cd python; python classify.py --raw_scale 255 ../101_ObjectCategories/cougar_face/image_0033.jpg ../result.npy; cd ..
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1121 07:57:59.845842  8486 gpu_memory.cpp:82] GPUMemory::Manager initialized
CPU mode
W1121 07:57:59.958019  8486 _caffe.cpp:172] DEPRECATION WARNING - deprecated use of Python interface
W1121 07:57:59.958217  8486 _caffe.cpp:173] Use this instead (with the named "weights" parameter):
W1121 07:57:59.958223  8486 _caffe.cpp:175] Net('../models/bvlc_reference_caffenet/deploy.prototxt', 1, weights='../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel')
I1121 07:57:59.960197  8486 net.cpp:86] Initializing net from parameters:
name: "CaffeNet"
state {
  phase: TEST
  level: 0
}
layer {
  name: "data"
  type: "Input"
  top: "data"
  input_param {
    shape {
      dim: 10
      dim: 3
      dim: 227
      dim: 227
    }
  }
}
layer {
  name: "conv1"
  type: "Convolution"
  bottom: "data"
  top: "conv1"
  convolution_param {
    num_output: 96
    kernel_size: 11
    stride: 4
  }
}
layer {
  name: "relu1"
  type: "ReLU"
  bottom: "conv1"
  top: "conv1"
}
layer {
  name: "pool1"
  type: "Pooling"
  bottom: "conv1"
  top: "pool1"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "norm1"
  type: "LRN"
  bottom: "pool1"
  top: "norm1"
  lrn_param {
    local_size: 5
    alpha: 0.0001
    beta: 0.75
  }
}
layer {
  name: "conv2"
  type: "Convolution"
  bottom: "norm1"
  top: "conv2"
  convolution_param {
    num_output: 256
    pad: 2
    kernel_size: 5
    group: 2
  }
}
layer {
  name: "relu2"
  type: "ReLU"
  bottom: "conv2"
  top: "conv2"
}
layer {
  name: "pool2"
  type: "Pooling"
  bottom: "conv2"
  top: "pool2"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "norm2"
  type: "LRN"
  bottom: "pool2"
  top: "norm2"
  lrn_param {
    local_size: 5
    alpha: 0.0001
    beta: 0.75
  }
}
layer {
  name: "conv3"
  type: "Convolution"
  bottom: "norm2"
  top: "conv3"
  convolution_param {
    num_output: 384
    pad: 1
    kernel_size: 3
  }
}
layer {
  name: "relu3"
  type: "ReLU"
  bottom: "conv3"
  top: "conv3"
}
layer {
  name: "conv4"
  type: "Convolution"
  bottom: "conv3"
  top: "conv4"
  convolution_param {
    num_output: 384
    pad: 1
    kernel_size: 3
    group: 2
  }
}
layer {
  name: "relu4"
  type: "ReLU"
  bottom: "conv4"
  top: "conv4"
}
layer {
  name: "conv5"
  type: "Convolution"
  bottom: "conv4"
  top: "conv5"
  convolution_param {
    num_output: 256
    pad: 1
    kernel_size: 3
    group: 2
  }
}
layer {
  name: "relu5"
  type: "ReLU"
  bottom: "conv5"
  top: "conv5"
}
layer {
  name: "pool5"
  type: "Pooling"
  bottom: "conv5"
  top: "pool5"
  pooling_param {
    pool: MAX
    kernel_size: 3
    stride: 2
  }
}
layer {
  name: "fc6"
  type: "InnerProduct"
  bottom: "pool5"
  top: "fc6"
  inner_product_param {
    num_output: 4096
  }
}
layer {
  name: "relu6"
  type: "ReLU"
  bottom: "fc6"
  top: "fc6"
}
layer {
  name: "drop6"
  type: "Dropout"
  bottom: "fc6"
  top: "fc6"
  dropout_param {
    dropout_ratio: 0.5
  }
}
layer {
  name: "fc7"
  type: "InnerProduct"
  bottom: "fc6"
  top: "fc7"
  inner_product_param {
    num_output: 4096
  }
}
layer {
  name: "relu7"
  type: "ReLU"
  bottom: "fc7"
  top: "fc7"
}
layer {
  name: "drop7"
  type: "Dropout"
  bottom: "fc7"
  top: "fc7"
  dropout_param {
    dropout_ratio: 0.5
  }
}
layer {
  name: "fc8"
  type: "InnerProduct"
  bottom: "fc7"
  top: "fc8"
  inner_product_param {
    num_output: 1000
  }
}
layer {
  name: "prob"
  type: "Softmax"
  bottom: "fc8"
  top: "prob"
}
I1121 07:57:59.960325  8486 net.cpp:116] Using FLOAT as default forward math type
I1121 07:57:59.960335  8486 net.cpp:122] Using FLOAT as default backward math type
I1121 07:57:59.960338  8486 layer_factory.hpp:172] Creating layer 'data' of type 'Input'
I1121 07:57:59.960343  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960355  8486 net.cpp:205] Created Layer data (0)
I1121 07:57:59.960361  8486 net.cpp:547] data -> data
I1121 07:57:59.960386  8486 net.cpp:265] Setting up data
I1121 07:57:59.960403  8486 net.cpp:272] TEST Top shape for layer 0 'data' 10 3 227 227 (1545870)
I1121 07:57:59.960410  8486 layer_factory.hpp:172] Creating layer 'conv1' of type 'Convolution'
I1121 07:57:59.960414  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960441  8486 net.cpp:205] Created Layer conv1 (1)
I1121 07:57:59.960445  8486 net.cpp:577] conv1 <- data
I1121 07:57:59.960453  8486 net.cpp:547] conv1 -> conv1
I1121 07:57:59.960752  8486 net.cpp:265] Setting up conv1
I1121 07:57:59.960763  8486 net.cpp:272] TEST Top shape for layer 1 'conv1' 10 96 55 55 (2904000)
I1121 07:57:59.960772  8486 layer_factory.hpp:172] Creating layer 'relu1' of type 'ReLU'
I1121 07:57:59.960777  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960781  8486 net.cpp:205] Created Layer relu1 (2)
I1121 07:57:59.960783  8486 net.cpp:577] relu1 <- conv1
I1121 07:57:59.960793  8486 net.cpp:532] relu1 -> conv1 (in-place)
I1121 07:57:59.960798  8486 net.cpp:265] Setting up relu1
I1121 07:57:59.960805  8486 net.cpp:272] TEST Top shape for layer 2 'relu1' 10 96 55 55 (2904000)
I1121 07:57:59.960811  8486 layer_factory.hpp:172] Creating layer 'pool1' of type 'Pooling'
I1121 07:57:59.960817  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960824  8486 net.cpp:205] Created Layer pool1 (3)
I1121 07:57:59.960827  8486 net.cpp:577] pool1 <- conv1
I1121 07:57:59.960830  8486 net.cpp:547] pool1 -> pool1
I1121 07:57:59.960845  8486 net.cpp:265] Setting up pool1
I1121 07:57:59.960853  8486 net.cpp:272] TEST Top shape for layer 3 'pool1' 10 96 27 27 (699840)
I1121 07:57:59.960856  8486 layer_factory.hpp:172] Creating layer 'norm1' of type 'LRN'
I1121 07:57:59.960860  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960866  8486 net.cpp:205] Created Layer norm1 (4)
I1121 07:57:59.960870  8486 net.cpp:577] norm1 <- pool1
I1121 07:57:59.960876  8486 net.cpp:547] norm1 -> norm1
I1121 07:57:59.960887  8486 net.cpp:265] Setting up norm1
I1121 07:57:59.960893  8486 net.cpp:272] TEST Top shape for layer 4 'norm1' 10 96 27 27 (699840)
I1121 07:57:59.960896  8486 layer_factory.hpp:172] Creating layer 'conv2' of type 'Convolution'
I1121 07:57:59.960901  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.960911  8486 net.cpp:205] Created Layer conv2 (5)
I1121 07:57:59.960916  8486 net.cpp:577] conv2 <- norm1
I1121 07:57:59.960918  8486 net.cpp:547] conv2 -> conv2
I1121 07:57:59.963378  8486 net.cpp:265] Setting up conv2
I1121 07:57:59.963397  8486 net.cpp:272] TEST Top shape for layer 5 'conv2' 10 256 27 27 (1866240)
I1121 07:57:59.963405  8486 layer_factory.hpp:172] Creating layer 'relu2' of type 'ReLU'
I1121 07:57:59.963410  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.963415  8486 net.cpp:205] Created Layer relu2 (6)
I1121 07:57:59.963418  8486 net.cpp:577] relu2 <- conv2
I1121 07:57:59.963421  8486 net.cpp:532] relu2 -> conv2 (in-place)
I1121 07:57:59.963426  8486 net.cpp:265] Setting up relu2
I1121 07:57:59.963429  8486 net.cpp:272] TEST Top shape for layer 6 'relu2' 10 256 27 27 (1866240)
I1121 07:57:59.963433  8486 layer_factory.hpp:172] Creating layer 'pool2' of type 'Pooling'
I1121 07:57:59.963435  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.963444  8486 net.cpp:205] Created Layer pool2 (7)
I1121 07:57:59.963448  8486 net.cpp:577] pool2 <- conv2
I1121 07:57:59.963449  8486 net.cpp:547] pool2 -> pool2
I1121 07:57:59.963455  8486 net.cpp:265] Setting up pool2
I1121 07:57:59.963459  8486 net.cpp:272] TEST Top shape for layer 7 'pool2' 10 256 13 13 (432640)
I1121 07:57:59.963462  8486 layer_factory.hpp:172] Creating layer 'norm2' of type 'LRN'
I1121 07:57:59.963465  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.963474  8486 net.cpp:205] Created Layer norm2 (8)
I1121 07:57:59.963479  8486 net.cpp:577] norm2 <- pool2
I1121 07:57:59.963481  8486 net.cpp:547] norm2 -> norm2
I1121 07:57:59.963495  8486 net.cpp:265] Setting up norm2
I1121 07:57:59.963515  8486 net.cpp:272] TEST Top shape for layer 8 'norm2' 10 256 13 13 (432640)
I1121 07:57:59.963518  8486 layer_factory.hpp:172] Creating layer 'conv3' of type 'Convolution'
I1121 07:57:59.963521  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.963527  8486 net.cpp:205] Created Layer conv3 (9)
I1121 07:57:59.963531  8486 net.cpp:577] conv3 <- norm2
I1121 07:57:59.963534  8486 net.cpp:547] conv3 -> conv3
I1121 07:57:59.970557  8486 net.cpp:265] Setting up conv3
I1121 07:57:59.970577  8486 net.cpp:272] TEST Top shape for layer 9 'conv3' 10 384 13 13 (648960)
I1121 07:57:59.970583  8486 layer_factory.hpp:172] Creating layer 'relu3' of type 'ReLU'
I1121 07:57:59.970587  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.970593  8486 net.cpp:205] Created Layer relu3 (10)
I1121 07:57:59.970597  8486 net.cpp:577] relu3 <- conv3
I1121 07:57:59.970599  8486 net.cpp:532] relu3 -> conv3 (in-place)
I1121 07:57:59.970604  8486 net.cpp:265] Setting up relu3
I1121 07:57:59.970607  8486 net.cpp:272] TEST Top shape for layer 10 'relu3' 10 384 13 13 (648960)
I1121 07:57:59.970610  8486 layer_factory.hpp:172] Creating layer 'conv4' of type 'Convolution'
I1121 07:57:59.970613  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.970620  8486 net.cpp:205] Created Layer conv4 (11)
I1121 07:57:59.970623  8486 net.cpp:577] conv4 <- conv3
I1121 07:57:59.970626  8486 net.cpp:547] conv4 -> conv4
I1121 07:57:59.975913  8486 net.cpp:265] Setting up conv4
I1121 07:57:59.975934  8486 net.cpp:272] TEST Top shape for layer 11 'conv4' 10 384 13 13 (648960)
I1121 07:57:59.975940  8486 layer_factory.hpp:172] Creating layer 'relu4' of type 'ReLU'
I1121 07:57:59.975944  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.975948  8486 net.cpp:205] Created Layer relu4 (12)
I1121 07:57:59.975952  8486 net.cpp:577] relu4 <- conv4
I1121 07:57:59.975955  8486 net.cpp:532] relu4 -> conv4 (in-place)
I1121 07:57:59.975960  8486 net.cpp:265] Setting up relu4
I1121 07:57:59.975962  8486 net.cpp:272] TEST Top shape for layer 12 'relu4' 10 384 13 13 (648960)
I1121 07:57:59.975966  8486 layer_factory.hpp:172] Creating layer 'conv5' of type 'Convolution'
I1121 07:57:59.975970  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.975980  8486 net.cpp:205] Created Layer conv5 (13)
I1121 07:57:59.975982  8486 net.cpp:577] conv5 <- conv4
I1121 07:57:59.975986  8486 net.cpp:547] conv5 -> conv5
I1121 07:57:59.979518  8486 net.cpp:265] Setting up conv5
I1121 07:57:59.979535  8486 net.cpp:272] TEST Top shape for layer 13 'conv5' 10 256 13 13 (432640)
I1121 07:57:59.979544  8486 layer_factory.hpp:172] Creating layer 'relu5' of type 'ReLU'
I1121 07:57:59.979548  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.979552  8486 net.cpp:205] Created Layer relu5 (14)
I1121 07:57:59.979555  8486 net.cpp:577] relu5 <- conv5
I1121 07:57:59.979559  8486 net.cpp:532] relu5 -> conv5 (in-place)
I1121 07:57:59.979563  8486 net.cpp:265] Setting up relu5
I1121 07:57:59.979566  8486 net.cpp:272] TEST Top shape for layer 14 'relu5' 10 256 13 13 (432640)
I1121 07:57:59.979571  8486 layer_factory.hpp:172] Creating layer 'pool5' of type 'Pooling'
I1121 07:57:59.979574  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.979579  8486 net.cpp:205] Created Layer pool5 (15)
I1121 07:57:59.979583  8486 net.cpp:577] pool5 <- conv5
I1121 07:57:59.979585  8486 net.cpp:547] pool5 -> pool5
I1121 07:57:59.979593  8486 net.cpp:265] Setting up pool5
I1121 07:57:59.979598  8486 net.cpp:272] TEST Top shape for layer 15 'pool5' 10 256 6 6 (92160)
I1121 07:57:59.979600  8486 layer_factory.hpp:172] Creating layer 'fc6' of type 'InnerProduct'
I1121 07:57:59.979604  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:57:59.979629  8486 net.cpp:205] Created Layer fc6 (16)
I1121 07:57:59.979635  8486 net.cpp:577] fc6 <- pool5
I1121 07:57:59.979638  8486 net.cpp:547] fc6 -> fc6
I1121 07:58:00.286357  8486 net.cpp:265] Setting up fc6
I1121 07:58:00.286404  8486 net.cpp:272] TEST Top shape for layer 16 'fc6' 10 4096 (40960)
I1121 07:58:00.286417  8486 layer_factory.hpp:172] Creating layer 'relu6' of type 'ReLU'
I1121 07:58:00.286425  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.286439  8486 net.cpp:205] Created Layer relu6 (17)
I1121 07:58:00.286443  8486 net.cpp:577] relu6 <- fc6
I1121 07:58:00.286450  8486 net.cpp:532] relu6 -> fc6 (in-place)
I1121 07:58:00.286458  8486 net.cpp:265] Setting up relu6
I1121 07:58:00.286460  8486 net.cpp:272] TEST Top shape for layer 17 'relu6' 10 4096 (40960)
I1121 07:58:00.286463  8486 layer_factory.hpp:172] Creating layer 'drop6' of type 'Dropout'
I1121 07:58:00.286468  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.286476  8486 net.cpp:205] Created Layer drop6 (18)
I1121 07:58:00.286479  8486 net.cpp:577] drop6 <- fc6
I1121 07:58:00.286482  8486 net.cpp:532] drop6 -> fc6 (in-place)
I1121 07:58:00.286502  8486 net.cpp:265] Setting up drop6
I1121 07:58:00.286510  8486 net.cpp:272] TEST Top shape for layer 18 'drop6' 10 4096 (40960)
I1121 07:58:00.286514  8486 layer_factory.hpp:172] Creating layer 'fc7' of type 'InnerProduct'
I1121 07:58:00.286517  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.286528  8486 net.cpp:205] Created Layer fc7 (19)
I1121 07:58:00.286530  8486 net.cpp:577] fc7 <- fc6
I1121 07:58:00.286535  8486 net.cpp:547] fc7 -> fc7
I1121 07:58:00.422643  8486 net.cpp:265] Setting up fc7
I1121 07:58:00.422691  8486 net.cpp:272] TEST Top shape for layer 19 'fc7' 10 4096 (40960)
I1121 07:58:00.422703  8486 layer_factory.hpp:172] Creating layer 'relu7' of type 'ReLU'
I1121 07:58:00.422709  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.422719  8486 net.cpp:205] Created Layer relu7 (20)
I1121 07:58:00.422724  8486 net.cpp:577] relu7 <- fc7
I1121 07:58:00.422730  8486 net.cpp:532] relu7 -> fc7 (in-place)
I1121 07:58:00.422735  8486 net.cpp:265] Setting up relu7
I1121 07:58:00.422739  8486 net.cpp:272] TEST Top shape for layer 20 'relu7' 10 4096 (40960)
I1121 07:58:00.422742  8486 layer_factory.hpp:172] Creating layer 'drop7' of type 'Dropout'
I1121 07:58:00.422746  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.422753  8486 net.cpp:205] Created Layer drop7 (21)
I1121 07:58:00.422756  8486 net.cpp:577] drop7 <- fc7
I1121 07:58:00.422760  8486 net.cpp:532] drop7 -> fc7 (in-place)
I1121 07:58:00.422765  8486 net.cpp:265] Setting up drop7
I1121 07:58:00.422767  8486 net.cpp:272] TEST Top shape for layer 21 'drop7' 10 4096 (40960)
I1121 07:58:00.422770  8486 layer_factory.hpp:172] Creating layer 'fc8' of type 'InnerProduct'
I1121 07:58:00.422775  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.422782  8486 net.cpp:205] Created Layer fc8 (22)
I1121 07:58:00.422791  8486 net.cpp:577] fc8 <- fc7
I1121 07:58:00.422796  8486 net.cpp:547] fc8 -> fc8
I1121 07:58:00.455878  8486 net.cpp:265] Setting up fc8
I1121 07:58:00.455909  8486 net.cpp:272] TEST Top shape for layer 22 'fc8' 10 1000 (10000)
I1121 07:58:00.455917  8486 layer_factory.hpp:172] Creating layer 'prob' of type 'Softmax'
I1121 07:58:00.455924  8486 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I1121 07:58:00.455938  8486 net.cpp:205] Created Layer prob (23)
I1121 07:58:00.455942  8486 net.cpp:577] prob <- fc8
I1121 07:58:00.455947  8486 net.cpp:547] prob -> prob
I1121 07:58:00.455967  8486 net.cpp:265] Setting up prob
I1121 07:58:00.455971  8486 net.cpp:272] TEST Top shape for layer 23 'prob' 10 1000 (10000)
I1121 07:58:00.456001  8486 net.cpp:343] prob does not need backward computation.
I1121 07:58:00.456005  8486 net.cpp:343] fc8 does not need backward computation.
I1121 07:58:00.456009  8486 net.cpp:343] drop7 does not need backward computation.
I1121 07:58:00.456014  8486 net.cpp:343] relu7 does not need backward computation.
I1121 07:58:00.456017  8486 net.cpp:343] fc7 does not need backward computation.
I1121 07:58:00.456022  8486 net.cpp:343] drop6 does not need backward computation.
I1121 07:58:00.456027  8486 net.cpp:343] relu6 does not need backward computation.
I1121 07:58:00.456030  8486 net.cpp:343] fc6 does not need backward computation.
I1121 07:58:00.456033  8486 net.cpp:343] pool5 does not need backward computation.
I1121 07:58:00.456037  8486 net.cpp:343] relu5 does not need backward computation.
I1121 07:58:00.456040  8486 net.cpp:343] conv5 does not need backward computation.
I1121 07:58:00.456046  8486 net.cpp:343] relu4 does not need backward computation.
I1121 07:58:00.456049  8486 net.cpp:343] conv4 does not need backward computation.
I1121 07:58:00.456053  8486 net.cpp:343] relu3 does not need backward computation.
I1121 07:58:00.456056  8486 net.cpp:343] conv3 does not need backward computation.
I1121 07:58:00.456061  8486 net.cpp:343] norm2 does not need backward computation.
I1121 07:58:00.456068  8486 net.cpp:343] pool2 does not need backward computation.
I1121 07:58:00.456073  8486 net.cpp:343] relu2 does not need backward computation.
I1121 07:58:00.456076  8486 net.cpp:343] conv2 does not need backward computation.
I1121 07:58:00.456080  8486 net.cpp:343] norm1 does not need backward computation.
I1121 07:58:00.456084  8486 net.cpp:343] pool1 does not need backward computation.
I1121 07:58:00.456089  8486 net.cpp:343] relu1 does not need backward computation.
I1121 07:58:00.456095  8486 net.cpp:343] conv1 does not need backward computation.
I1121 07:58:00.456099  8486 net.cpp:343] data does not need backward computation.
I1121 07:58:00.456102  8486 net.cpp:385] This network produces output prob
I1121 07:58:00.456123  8486 net.cpp:408] Top memory (TEST) required for data: 68681400 diff: 68681400
I1121 07:58:00.456131  8486 net.cpp:411] Bottom memory (TEST) required for data: 68641400 diff: 68641400
I1121 07:58:00.456136  8486 net.cpp:414] Shared (in-place) memory (TEST) by data: 26658560 diff: 26658560
I1121 07:58:00.456147  8486 net.cpp:417] Parameters memory (TEST) required for data: 243860896 diff: 243860896
I1121 07:58:00.456152  8486 net.cpp:420] Parameters shared memory (TEST) by data: 0 diff: 0
I1121 07:58:00.456156  8486 net.cpp:426] Network initialization done.
I1121 07:58:00.721652  8486 upgrade_proto.cpp:43] Attempting to upgrade input file specified using deprecated transformation parameters: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I1121 07:58:00.721698  8486 upgrade_proto.cpp:46] Successfully upgraded file specified using deprecated data transformation parameters.
W1121 07:58:00.721701  8486 upgrade_proto.cpp:48] Note that future Caffe releases will only support transform_param messages for transformation fields.
I1121 07:58:00.721717  8486 upgrade_proto.cpp:52] Attempting to upgrade input file specified using deprecated V1LayerParameter: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I1121 07:58:01.268941  8486 upgrade_proto.cpp:60] Successfully upgraded file specified using deprecated V1LayerParameter
I1121 07:58:01.273867  8486 net.cpp:1143] Copying source layer data Type:Data #blobs=0
I1121 07:58:01.273890  8486 net.cpp:1143] Copying source layer conv1 Type:Convolution #blobs=2
I1121 07:58:01.274197  8486 net.cpp:1143] Copying source layer relu1 Type:ReLU #blobs=0
I1121 07:58:01.274206  8486 net.cpp:1143] Copying source layer pool1 Type:Pooling #blobs=0
I1121 07:58:01.274209  8486 net.cpp:1143] Copying source layer norm1 Type:LRN #blobs=0
I1121 07:58:01.274212  8486 net.cpp:1143] Copying source layer conv2 Type:Convolution #blobs=2
I1121 07:58:01.276559  8486 net.cpp:1143] Copying source layer relu2 Type:ReLU #blobs=0
I1121 07:58:01.276607  8486 net.cpp:1143] Copying source layer pool2 Type:Pooling #blobs=0
I1121 07:58:01.276610  8486 net.cpp:1143] Copying source layer norm2 Type:LRN #blobs=0
I1121 07:58:01.276613  8486 net.cpp:1143] Copying source layer conv3 Type:Convolution #blobs=2
I1121 07:58:01.283421  8486 net.cpp:1143] Copying source layer relu3 Type:ReLU #blobs=0
I1121 07:58:01.283442  8486 net.cpp:1143] Copying source layer conv4 Type:Convolution #blobs=2
I1121 07:58:01.288511  8486 net.cpp:1143] Copying source layer relu4 Type:ReLU #blobs=0
I1121 07:58:01.288528  8486 net.cpp:1143] Copying source layer conv5 Type:Convolution #blobs=2
I1121 07:58:01.291949  8486 net.cpp:1143] Copying source layer relu5 Type:ReLU #blobs=0
I1121 07:58:01.291966  8486 net.cpp:1143] Copying source layer pool5 Type:Pooling #blobs=0
I1121 07:58:01.291970  8486 net.cpp:1143] Copying source layer fc6 Type:InnerProduct #blobs=2
I1121 07:58:01.579213  8486 net.cpp:1143] Copying source layer relu6 Type:ReLU #blobs=0
I1121 07:58:01.579233  8486 net.cpp:1143] Copying source layer drop6 Type:Dropout #blobs=0
I1121 07:58:01.579237  8486 net.cpp:1143] Copying source layer fc7 Type:InnerProduct #blobs=2
I1121 07:58:01.706956  8486 net.cpp:1143] Copying source layer relu7 Type:ReLU #blobs=0
I1121 07:58:01.706976  8486 net.cpp:1143] Copying source layer drop7 Type:Dropout #blobs=0
I1121 07:58:01.706979  8486 net.cpp:1143] Copying source layer fc8 Type:InnerProduct #blobs=2
I1121 07:58:01.738294  8486 net.cpp:1135] Ignoring source layer loss
(10, 3, 227, 227)
Loading file: ../101_ObjectCategories/cougar_face/image_0033.jpg
Classifying 1 inputs.
Done in 1.09 s.
Saving results into ../result.npy
user0034@10-111-34-14:~/caffe$ python show_result.py data/ilsvrc12/synset_words.txt result.npy
#1 | n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor | 99.3%
#2 | n02114712 red wolf, maned wolf, Canis rufus, Canis niger |  0.1%
#3 | n02129165 lion, king of beasts, Panthera leo |  0.1%
user0034@10-111-34-14:~/caffe$