chibi@1604:~/caffe$ cd python; python classify.py --raw_scale 255 ../101_ObjectCategories/cougar_face/image_0004.jpg ../result.npy; cd ..
WARNING: Logging before InitGoogleLogging() is written to STDERR
I0408 11:20:05.205158  4797 gpu_memory.cpp:82] GPUMemory::Manager initialized
CPU mode
W0408 11:20:05.282344  4797 _caffe.cpp:172] DEPRECATION WARNING - deprecated use of Python interface
W0408 11:20:05.282498  4797 _caffe.cpp:173] Use this instead (with the named "weights" parameter):
W0408 11:20:05.282506  4797 _caffe.cpp:175] Net('../models/bvlc_reference_caffenet/deploy.prototxt', 1, weights='../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel')
I0408 11:20:05.284343  4797 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"
}
I0408 11:20:05.284474  4797 net.cpp:116] Using FLOAT as default forward math type
I0408 11:20:05.284482  4797 net.cpp:122] Using FLOAT as default backward math type
I0408 11:20:05.284488  4797 layer_factory.hpp:172] Creating layer 'data' of type 'Input'
I0408 11:20:05.284494  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.284502  4797 net.cpp:205] Created Layer data (0)
I0408 11:20:05.284510  4797 net.cpp:547] data -> data
I0408 11:20:05.284533  4797 net.cpp:265] Setting up data
I0408 11:20:05.284541  4797 net.cpp:272] TEST Top shape for layer 0 'data' 10 3 227 227 (1545870)
I0408 11:20:05.284548  4797 layer_factory.hpp:172] Creating layer 'conv1' of type 'Convolution'
I0408 11:20:05.284554  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.284581  4797 net.cpp:205] Created Layer conv1 (1)
I0408 11:20:05.284587  4797 net.cpp:577] conv1 <- data
I0408 11:20:05.284593  4797 net.cpp:547] conv1 -> conv1
I0408 11:20:05.284904  4797 net.cpp:265] Setting up conv1
I0408 11:20:05.284912  4797 net.cpp:272] TEST Top shape for layer 1 'conv1' 10 96 55 55 (2904000)
I0408 11:20:05.284924  4797 layer_factory.hpp:172] Creating layer 'relu1' of type 'ReLU'
I0408 11:20:05.284929  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.284935  4797 net.cpp:205] Created Layer relu1 (2)
I0408 11:20:05.284940  4797 net.cpp:577] relu1 <- conv1
I0408 11:20:05.284945  4797 net.cpp:532] relu1 -> conv1 (in-place)
I0408 11:20:05.284951  4797 net.cpp:265] Setting up relu1
I0408 11:20:05.284957  4797 net.cpp:272] TEST Top shape for layer 2 'relu1' 10 96 55 55 (2904000)
I0408 11:20:05.284962  4797 layer_factory.hpp:172] Creating layer 'pool1' of type 'Pooling'
I0408 11:20:05.284966  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.284974  4797 net.cpp:205] Created Layer pool1 (3)
I0408 11:20:05.284978  4797 net.cpp:577] pool1 <- conv1
I0408 11:20:05.284983  4797 net.cpp:547] pool1 -> pool1
I0408 11:20:05.284992  4797 net.cpp:265] Setting up pool1
I0408 11:20:05.284998  4797 net.cpp:272] TEST Top shape for layer 3 'pool1' 10 96 27 27 (699840)
I0408 11:20:05.285002  4797 layer_factory.hpp:172] Creating layer 'norm1' of type 'LRN'
I0408 11:20:05.285007  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.285017  4797 net.cpp:205] Created Layer norm1 (4)
I0408 11:20:05.285020  4797 net.cpp:577] norm1 <- pool1
I0408 11:20:05.285025  4797 net.cpp:547] norm1 -> norm1
I0408 11:20:05.285035  4797 net.cpp:265] Setting up norm1
I0408 11:20:05.285041  4797 net.cpp:272] TEST Top shape for layer 4 'norm1' 10 96 27 27 (699840)
I0408 11:20:05.285046  4797 layer_factory.hpp:172] Creating layer 'conv2' of type 'Convolution'
I0408 11:20:05.285051  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.285060  4797 net.cpp:205] Created Layer conv2 (5)
I0408 11:20:05.285063  4797 net.cpp:577] conv2 <- norm1
I0408 11:20:05.285068  4797 net.cpp:547] conv2 -> conv2
I0408 11:20:05.287418  4797 net.cpp:265] Setting up conv2
I0408 11:20:05.287427  4797 net.cpp:272] TEST Top shape for layer 5 'conv2' 10 256 27 27 (1866240)
I0408 11:20:05.287436  4797 layer_factory.hpp:172] Creating layer 'relu2' of type 'ReLU'
I0408 11:20:05.287439  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.287444  4797 net.cpp:205] Created Layer relu2 (6)
I0408 11:20:05.287448  4797 net.cpp:577] relu2 <- conv2
I0408 11:20:05.287452  4797 net.cpp:532] relu2 -> conv2 (in-place)
I0408 11:20:05.287456  4797 net.cpp:265] Setting up relu2
I0408 11:20:05.287462  4797 net.cpp:272] TEST Top shape for layer 6 'relu2' 10 256 27 27 (1866240)
I0408 11:20:05.287469  4797 layer_factory.hpp:172] Creating layer 'pool2' of type 'Pooling'
I0408 11:20:05.287473  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.287479  4797 net.cpp:205] Created Layer pool2 (7)
I0408 11:20:05.287484  4797 net.cpp:577] pool2 <- conv2
I0408 11:20:05.287490  4797 net.cpp:547] pool2 -> pool2
I0408 11:20:05.287497  4797 net.cpp:265] Setting up pool2
I0408 11:20:05.287503  4797 net.cpp:272] TEST Top shape for layer 7 'pool2' 10 256 13 13 (432640)
I0408 11:20:05.287508  4797 layer_factory.hpp:172] Creating layer 'norm2' of type 'LRN'
I0408 11:20:05.287513  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.287525  4797 net.cpp:205] Created Layer norm2 (8)
I0408 11:20:05.287530  4797 net.cpp:577] norm2 <- pool2
I0408 11:20:05.287535  4797 net.cpp:547] norm2 -> norm2
I0408 11:20:05.287542  4797 net.cpp:265] Setting up norm2
I0408 11:20:05.287556  4797 net.cpp:272] TEST Top shape for layer 8 'norm2' 10 256 13 13 (432640)
I0408 11:20:05.287562  4797 layer_factory.hpp:172] Creating layer 'conv3' of type 'Convolution'
I0408 11:20:05.287567  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.287576  4797 net.cpp:205] Created Layer conv3 (9)
I0408 11:20:05.287581  4797 net.cpp:577] conv3 <- norm2
I0408 11:20:05.287586  4797 net.cpp:547] conv3 -> conv3
I0408 11:20:05.294248  4797 net.cpp:265] Setting up conv3
I0408 11:20:05.294258  4797 net.cpp:272] TEST Top shape for layer 9 'conv3' 10 384 13 13 (648960)
I0408 11:20:05.294275  4797 layer_factory.hpp:172] Creating layer 'relu3' of type 'ReLU'
I0408 11:20:05.294281  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.294288  4797 net.cpp:205] Created Layer relu3 (10)
I0408 11:20:05.294293  4797 net.cpp:577] relu3 <- conv3
I0408 11:20:05.294298  4797 net.cpp:532] relu3 -> conv3 (in-place)
I0408 11:20:05.294304  4797 net.cpp:265] Setting up relu3
I0408 11:20:05.294309  4797 net.cpp:272] TEST Top shape for layer 10 'relu3' 10 384 13 13 (648960)
I0408 11:20:05.294314  4797 layer_factory.hpp:172] Creating layer 'conv4' of type 'Convolution'
I0408 11:20:05.294318  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.294327  4797 net.cpp:205] Created Layer conv4 (11)
I0408 11:20:05.294332  4797 net.cpp:577] conv4 <- conv3
I0408 11:20:05.294337  4797 net.cpp:547] conv4 -> conv4
I0408 11:20:05.299410  4797 net.cpp:265] Setting up conv4
I0408 11:20:05.299422  4797 net.cpp:272] TEST Top shape for layer 11 'conv4' 10 384 13 13 (648960)
I0408 11:20:05.299427  4797 layer_factory.hpp:172] Creating layer 'relu4' of type 'ReLU'
I0408 11:20:05.299432  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.299437  4797 net.cpp:205] Created Layer relu4 (12)
I0408 11:20:05.299439  4797 net.cpp:577] relu4 <- conv4
I0408 11:20:05.299443  4797 net.cpp:532] relu4 -> conv4 (in-place)
I0408 11:20:05.299448  4797 net.cpp:265] Setting up relu4
I0408 11:20:05.299455  4797 net.cpp:272] TEST Top shape for layer 12 'relu4' 10 384 13 13 (648960)
I0408 11:20:05.299459  4797 layer_factory.hpp:172] Creating layer 'conv5' of type 'Convolution'
I0408 11:20:05.299464  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.299474  4797 net.cpp:205] Created Layer conv5 (13)
I0408 11:20:05.299479  4797 net.cpp:577] conv5 <- conv4
I0408 11:20:05.299484  4797 net.cpp:547] conv5 -> conv5
I0408 11:20:05.302808  4797 net.cpp:265] Setting up conv5
I0408 11:20:05.302815  4797 net.cpp:272] TEST Top shape for layer 13 'conv5' 10 256 13 13 (432640)
I0408 11:20:05.302834  4797 layer_factory.hpp:172] Creating layer 'relu5' of type 'ReLU'
I0408 11:20:05.302839  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.302843  4797 net.cpp:205] Created Layer relu5 (14)
I0408 11:20:05.302846  4797 net.cpp:577] relu5 <- conv5
I0408 11:20:05.302851  4797 net.cpp:532] relu5 -> conv5 (in-place)
I0408 11:20:05.302856  4797 net.cpp:265] Setting up relu5
I0408 11:20:05.302863  4797 net.cpp:272] TEST Top shape for layer 14 'relu5' 10 256 13 13 (432640)
I0408 11:20:05.302868  4797 layer_factory.hpp:172] Creating layer 'pool5' of type 'Pooling'
I0408 11:20:05.302872  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.302881  4797 net.cpp:205] Created Layer pool5 (15)
I0408 11:20:05.302886  4797 net.cpp:577] pool5 <- conv5
I0408 11:20:05.302891  4797 net.cpp:547] pool5 -> pool5
I0408 11:20:05.302898  4797 net.cpp:265] Setting up pool5
I0408 11:20:05.302903  4797 net.cpp:272] TEST Top shape for layer 15 'pool5' 10 256 6 6 (92160)
I0408 11:20:05.302908  4797 layer_factory.hpp:172] Creating layer 'fc6' of type 'InnerProduct'
I0408 11:20:05.302913  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.302932  4797 net.cpp:205] Created Layer fc6 (16)
I0408 11:20:05.302938  4797 net.cpp:577] fc6 <- pool5
I0408 11:20:05.302943  4797 net.cpp:547] fc6 -> fc6
I0408 11:20:05.582844  4797 net.cpp:265] Setting up fc6
I0408 11:20:05.582875  4797 net.cpp:272] TEST Top shape for layer 16 'fc6' 10 4096 (40960)
I0408 11:20:05.582885  4797 layer_factory.hpp:172] Creating layer 'relu6' of type 'ReLU'
I0408 11:20:05.582890  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.582901  4797 net.cpp:205] Created Layer relu6 (17)
I0408 11:20:05.582906  4797 net.cpp:577] relu6 <- fc6
I0408 11:20:05.582923  4797 net.cpp:532] relu6 -> fc6 (in-place)
I0408 11:20:05.582931  4797 net.cpp:265] Setting up relu6
I0408 11:20:05.582935  4797 net.cpp:272] TEST Top shape for layer 17 'relu6' 10 4096 (40960)
I0408 11:20:05.582940  4797 layer_factory.hpp:172] Creating layer 'drop6' of type 'Dropout'
I0408 11:20:05.582944  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.582954  4797 net.cpp:205] Created Layer drop6 (18)
I0408 11:20:05.582959  4797 net.cpp:577] drop6 <- fc6
I0408 11:20:05.582964  4797 net.cpp:532] drop6 -> fc6 (in-place)
I0408 11:20:05.582978  4797 net.cpp:265] Setting up drop6
I0408 11:20:05.582983  4797 net.cpp:272] TEST Top shape for layer 18 'drop6' 10 4096 (40960)
I0408 11:20:05.582988  4797 layer_factory.hpp:172] Creating layer 'fc7' of type 'InnerProduct'
I0408 11:20:05.582993  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.582999  4797 net.cpp:205] Created Layer fc7 (19)
I0408 11:20:05.583004  4797 net.cpp:577] fc7 <- fc6
I0408 11:20:05.583009  4797 net.cpp:547] fc7 -> fc7
I0408 11:20:05.707448  4797 net.cpp:265] Setting up fc7
I0408 11:20:05.707474  4797 net.cpp:272] TEST Top shape for layer 19 'fc7' 10 4096 (40960)
I0408 11:20:05.707484  4797 layer_factory.hpp:172] Creating layer 'relu7' of type 'ReLU'
I0408 11:20:05.707489  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.707497  4797 net.cpp:205] Created Layer relu7 (20)
I0408 11:20:05.707504  4797 net.cpp:577] relu7 <- fc7
I0408 11:20:05.707520  4797 net.cpp:532] relu7 -> fc7 (in-place)
I0408 11:20:05.707527  4797 net.cpp:265] Setting up relu7
I0408 11:20:05.707532  4797 net.cpp:272] TEST Top shape for layer 20 'relu7' 10 4096 (40960)
I0408 11:20:05.707537  4797 layer_factory.hpp:172] Creating layer 'drop7' of type 'Dropout'
I0408 11:20:05.707542  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.707551  4797 net.cpp:205] Created Layer drop7 (21)
I0408 11:20:05.707556  4797 net.cpp:577] drop7 <- fc7
I0408 11:20:05.707561  4797 net.cpp:532] drop7 -> fc7 (in-place)
I0408 11:20:05.707567  4797 net.cpp:265] Setting up drop7
I0408 11:20:05.707572  4797 net.cpp:272] TEST Top shape for layer 21 'drop7' 10 4096 (40960)
I0408 11:20:05.707578  4797 layer_factory.hpp:172] Creating layer 'fc8' of type 'InnerProduct'
I0408 11:20:05.707583  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.707592  4797 net.cpp:205] Created Layer fc8 (22)
I0408 11:20:05.707595  4797 net.cpp:577] fc8 <- fc7
I0408 11:20:05.707600  4797 net.cpp:547] fc8 -> fc8
I0408 11:20:05.737756  4797 net.cpp:265] Setting up fc8
I0408 11:20:05.737766  4797 net.cpp:272] TEST Top shape for layer 22 'fc8' 10 1000 (10000)
I0408 11:20:05.737772  4797 layer_factory.hpp:172] Creating layer 'prob' of type 'Softmax'
I0408 11:20:05.737776  4797 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0408 11:20:05.737788  4797 net.cpp:205] Created Layer prob (23)
I0408 11:20:05.737792  4797 net.cpp:577] prob <- fc8
I0408 11:20:05.737797  4797 net.cpp:547] prob -> prob
I0408 11:20:05.737823  4797 net.cpp:265] Setting up prob
I0408 11:20:05.737829  4797 net.cpp:272] TEST Top shape for layer 23 'prob' 10 1000 (10000)
I0408 11:20:05.737854  4797 net.cpp:343] prob does not need backward computation.
I0408 11:20:05.737859  4797 net.cpp:343] fc8 does not need backward computation.
I0408 11:20:05.737864  4797 net.cpp:343] drop7 does not need backward computation.
I0408 11:20:05.737869  4797 net.cpp:343] relu7 does not need backward computation.
I0408 11:20:05.737872  4797 net.cpp:343] fc7 does not need backward computation.
I0408 11:20:05.737879  4797 net.cpp:343] drop6 does not need backward computation.
I0408 11:20:05.737884  4797 net.cpp:343] relu6 does not need backward computation.
I0408 11:20:05.737888  4797 net.cpp:343] fc6 does not need backward computation.
I0408 11:20:05.737893  4797 net.cpp:343] pool5 does not need backward computation.
I0408 11:20:05.737898  4797 net.cpp:343] relu5 does not need backward computation.
I0408 11:20:05.737903  4797 net.cpp:343] conv5 does not need backward computation.
I0408 11:20:05.737908  4797 net.cpp:343] relu4 does not need backward computation.
I0408 11:20:05.737913  4797 net.cpp:343] conv4 does not need backward computation.
I0408 11:20:05.737917  4797 net.cpp:343] relu3 does not need backward computation.
I0408 11:20:05.737922  4797 net.cpp:343] conv3 does not need backward computation.
I0408 11:20:05.737928  4797 net.cpp:343] norm2 does not need backward computation.
I0408 11:20:05.737933  4797 net.cpp:343] pool2 does not need backward computation.
I0408 11:20:05.737938  4797 net.cpp:343] relu2 does not need backward computation.
I0408 11:20:05.737943  4797 net.cpp:343] conv2 does not need backward computation.
I0408 11:20:05.737948  4797 net.cpp:343] norm1 does not need backward computation.
I0408 11:20:05.737953  4797 net.cpp:343] pool1 does not need backward computation.
I0408 11:20:05.737957  4797 net.cpp:343] relu1 does not need backward computation.
I0408 11:20:05.737962  4797 net.cpp:343] conv1 does not need backward computation.
I0408 11:20:05.737967  4797 net.cpp:343] data does not need backward computation.
I0408 11:20:05.737972  4797 net.cpp:385] This network produces output prob
I0408 11:20:05.737990  4797 net.cpp:408] Top memory (TEST) required for data: 68681400 diff: 68681400
I0408 11:20:05.737995  4797 net.cpp:411] Bottom memory (TEST) required for data: 68641400 diff: 68641400
I0408 11:20:05.738000  4797 net.cpp:414] Shared (in-place) memory (TEST) by data: 26658560 diff: 26658560
I0408 11:20:05.738004  4797 net.cpp:417] Parameters memory (TEST) required for data: 243860896 diff: 243860896
I0408 11:20:05.738009  4797 net.cpp:420] Parameters shared memory (TEST) by data: 0 diff: 0
I0408 11:20:05.738013  4797 net.cpp:426] Network initialization done.
I0408 11:20:05.879645  4797 upgrade_proto.cpp:43] Attempting to upgrade input file specified using deprecated transformation parameters: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I0408 11:20:05.879673  4797 upgrade_proto.cpp:46] Successfully upgraded file specified using deprecated data transformation parameters.
W0408 11:20:05.879678  4797 upgrade_proto.cpp:48] Note that future Caffe releases will only support transform_param messages for transformation fields.
I0408 11:20:05.879693  4797 upgrade_proto.cpp:52] Attempting to upgrade input file specified using deprecated V1LayerParameter: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I0408 11:20:06.121670  4797 upgrade_proto.cpp:60] Successfully upgraded file specified using deprecated V1LayerParameter
I0408 11:20:06.127447  4797 net.cpp:1143] Copying source layer data Type:Data #blobs=0
I0408 11:20:06.127457  4797 net.cpp:1143] Copying source layer conv1 Type:Convolution #blobs=2
I0408 11:20:06.127806  4797 net.cpp:1143] Copying source layer relu1 Type:ReLU #blobs=0
I0408 11:20:06.127812  4797 net.cpp:1143] Copying source layer pool1 Type:Pooling #blobs=0
I0408 11:20:06.127816  4797 net.cpp:1143] Copying source layer norm1 Type:LRN #blobs=0
I0408 11:20:06.127820  4797 net.cpp:1143] Copying source layer conv2 Type:Convolution #blobs=2
I0408 11:20:06.130599  4797 net.cpp:1143] Copying source layer relu2 Type:ReLU #blobs=0
I0408 11:20:06.130623  4797 net.cpp:1143] Copying source layer pool2 Type:Pooling #blobs=0
I0408 11:20:06.130627  4797 net.cpp:1143] Copying source layer norm2 Type:LRN #blobs=0
I0408 11:20:06.130631  4797 net.cpp:1143] Copying source layer conv3 Type:Convolution #blobs=2
I0408 11:20:06.138693  4797 net.cpp:1143] Copying source layer relu3 Type:ReLU #blobs=0
I0408 11:20:06.138700  4797 net.cpp:1143] Copying source layer conv4 Type:Convolution #blobs=2
I0408 11:20:06.144779  4797 net.cpp:1143] Copying source layer relu4 Type:ReLU #blobs=0
I0408 11:20:06.144786  4797 net.cpp:1143] Copying source layer conv5 Type:Convolution #blobs=2
I0408 11:20:06.148854  4797 net.cpp:1143] Copying source layer relu5 Type:ReLU #blobs=0
I0408 11:20:06.148859  4797 net.cpp:1143] Copying source layer pool5 Type:Pooling #blobs=0
I0408 11:20:06.148862  4797 net.cpp:1143] Copying source layer fc6 Type:InnerProduct #blobs=2
I0408 11:20:06.488924  4797 net.cpp:1143] Copying source layer relu6 Type:ReLU #blobs=0
I0408 11:20:06.488950  4797 net.cpp:1143] Copying source layer drop6 Type:Dropout #blobs=0
I0408 11:20:06.488952  4797 net.cpp:1143] Copying source layer fc7 Type:InnerProduct #blobs=2
I0408 11:20:06.639621  4797 net.cpp:1143] Copying source layer relu7 Type:ReLU #blobs=0
I0408 11:20:06.639643  4797 net.cpp:1143] Copying source layer drop7 Type:Dropout #blobs=0
I0408 11:20:06.639647  4797 net.cpp:1143] Copying source layer fc8 Type:InnerProduct #blobs=2
I0408 11:20:06.676302  4797 net.cpp:1135] Ignoring source layer loss
(10, 3, 227, 227)
Loading file: ../101_ObjectCategories/cougar_face/image_0004.jpg
Classifying 1 inputs.
Done in 0.59 s.
Saving results into ../result.npy
chibi@1604:~/caffe$ python show_result.py data/ilsvrc12/synset_words.txt result.npy
#1 | n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor | 99.1%
#2 | n02120505 grey fox, gray fox, Urocyon cinereoargenteus |  0.2%
#3 | n02127052 lynx, catamount |  0.1%
chibi@1604:~/caffe$