chibi@1604:~/caffe$ cd python; python classify.py --raw_scale 255 ../101_ObjectCategories/panda/image_0007.jpg ../result.npy; cd ..
I0310 18:53:51.841194  4485 gpu_memory.cpp:105] GPUMemory::Manager initialized
I0310 18:53:51.841744  4485 gpu_memory.cpp:107] Total memory: 2081751040, Free: 1276116992, dev_info[0]: total=2081751040 free=1276116992
CPU mode
W0310 18:53:51.841802  4485 _caffe.cpp:172] DEPRECATION WARNING - deprecated use of Python interface
W0310 18:53:51.841856  4485 _caffe.cpp:173] Use this instead (with the named "weights" parameter):
W0310 18:53:51.841864  4485 _caffe.cpp:175] Net('../models/bvlc_reference_caffenet/deploy.prototxt', 1, weights='../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel')
I0310 18:53:51.843713  4485 net.cpp:83] 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"
}
I0310 18:53:51.843844  4485 net.cpp:113] Using FLOAT as default forward math type
I0310 18:53:51.843852  4485 net.cpp:119] Using FLOAT as default backward math type
I0310 18:53:51.843861  4485 layer_factory.hpp:172] Creating layer 'data' of type 'Input'
I0310 18:53:51.843869  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.843880  4485 net.cpp:202] Created Layer data (0)
I0310 18:53:51.843890  4485 net.cpp:544] data -> data
I0310 18:53:51.843909  4485 net.cpp:262] Setting up data
I0310 18:53:51.843919  4485 net.cpp:269] TEST Top shape for layer 0 'data' 10 3 227 227 (1545870)
I0310 18:53:51.843940  4485 layer_factory.hpp:172] Creating layer 'conv1' of type 'Convolution'
I0310 18:53:51.843948  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.843967  4485 net.cpp:202] Created Layer conv1 (1)
I0310 18:53:51.843974  4485 net.cpp:574] conv1 <- data
I0310 18:53:51.843982  4485 net.cpp:544] conv1 -> conv1
I0310 18:53:51.844297  4485 net.cpp:262] Setting up conv1
I0310 18:53:51.844308  4485 net.cpp:269] TEST Top shape for layer 1 'conv1' 10 96 55 55 (2904000)
I0310 18:53:51.844324  4485 layer_factory.hpp:172] Creating layer 'relu1' of type 'ReLU'
I0310 18:53:51.844331  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.844341  4485 net.cpp:202] Created Layer relu1 (2)
I0310 18:53:51.844346  4485 net.cpp:574] relu1 <- conv1
I0310 18:53:51.844352  4485 net.cpp:529] relu1 -> conv1 (in-place)
I0310 18:53:51.844360  4485 net.cpp:262] Setting up relu1
I0310 18:53:51.844367  4485 net.cpp:269] TEST Top shape for layer 2 'relu1' 10 96 55 55 (2904000)
I0310 18:53:51.844384  4485 layer_factory.hpp:172] Creating layer 'pool1' of type 'Pooling'
I0310 18:53:51.844390  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.844399  4485 net.cpp:202] Created Layer pool1 (3)
I0310 18:53:51.844405  4485 net.cpp:574] pool1 <- conv1
I0310 18:53:51.844410  4485 net.cpp:544] pool1 -> pool1
I0310 18:53:51.844424  4485 net.cpp:262] Setting up pool1
I0310 18:53:51.844430  4485 net.cpp:269] TEST Top shape for layer 3 'pool1' 10 96 27 27 (699840)
I0310 18:53:51.844436  4485 layer_factory.hpp:172] Creating layer 'norm1' of type 'LRN'
I0310 18:53:51.844441  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.844450  4485 net.cpp:202] Created Layer norm1 (4)
I0310 18:53:51.844455  4485 net.cpp:574] norm1 <- pool1
I0310 18:53:51.844461  4485 net.cpp:544] norm1 -> norm1
I0310 18:53:51.844473  4485 net.cpp:262] Setting up norm1
I0310 18:53:51.844481  4485 net.cpp:269] TEST Top shape for layer 4 'norm1' 10 96 27 27 (699840)
I0310 18:53:51.844487  4485 layer_factory.hpp:172] Creating layer 'conv2' of type 'Convolution'
I0310 18:53:51.844493  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.844506  4485 net.cpp:202] Created Layer conv2 (5)
I0310 18:53:51.844511  4485 net.cpp:574] conv2 <- norm1
I0310 18:53:51.844517  4485 net.cpp:544] conv2 -> conv2
I0310 18:53:51.846995  4485 net.cpp:262] Setting up conv2
I0310 18:53:51.847008  4485 net.cpp:269] TEST Top shape for layer 5 'conv2' 10 256 27 27 (1866240)
I0310 18:53:51.847020  4485 layer_factory.hpp:172] Creating layer 'relu2' of type 'ReLU'
I0310 18:53:51.847026  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.847038  4485 net.cpp:202] Created Layer relu2 (6)
I0310 18:53:51.847043  4485 net.cpp:574] relu2 <- conv2
I0310 18:53:51.847050  4485 net.cpp:529] relu2 -> conv2 (in-place)
I0310 18:53:51.847057  4485 net.cpp:262] Setting up relu2
I0310 18:53:51.847064  4485 net.cpp:269] TEST Top shape for layer 6 'relu2' 10 256 27 27 (1866240)
I0310 18:53:51.847070  4485 layer_factory.hpp:172] Creating layer 'pool2' of type 'Pooling'
I0310 18:53:51.847076  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.847085  4485 net.cpp:202] Created Layer pool2 (7)
I0310 18:53:51.847091  4485 net.cpp:574] pool2 <- conv2
I0310 18:53:51.847098  4485 net.cpp:544] pool2 -> pool2
I0310 18:53:51.847107  4485 net.cpp:262] Setting up pool2
I0310 18:53:51.847115  4485 net.cpp:269] TEST Top shape for layer 7 'pool2' 10 256 13 13 (432640)
I0310 18:53:51.847121  4485 layer_factory.hpp:172] Creating layer 'norm2' of type 'LRN'
I0310 18:53:51.847126  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.847147  4485 net.cpp:202] Created Layer norm2 (8)
I0310 18:53:51.847153  4485 net.cpp:574] norm2 <- pool2
I0310 18:53:51.847160  4485 net.cpp:544] norm2 -> norm2
I0310 18:53:51.847170  4485 net.cpp:262] Setting up norm2
I0310 18:53:51.847177  4485 net.cpp:269] TEST Top shape for layer 8 'norm2' 10 256 13 13 (432640)
I0310 18:53:51.847184  4485 layer_factory.hpp:172] Creating layer 'conv3' of type 'Convolution'
I0310 18:53:51.847189  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.847200  4485 net.cpp:202] Created Layer conv3 (9)
I0310 18:53:51.847206  4485 net.cpp:574] conv3 <- norm2
I0310 18:53:51.847213  4485 net.cpp:544] conv3 -> conv3
I0310 18:53:51.854266  4485 net.cpp:262] Setting up conv3
I0310 18:53:51.854279  4485 net.cpp:269] TEST Top shape for layer 9 'conv3' 10 384 13 13 (648960)
I0310 18:53:51.854290  4485 layer_factory.hpp:172] Creating layer 'relu3' of type 'ReLU'
I0310 18:53:51.854297  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.854305  4485 net.cpp:202] Created Layer relu3 (10)
I0310 18:53:51.854311  4485 net.cpp:574] relu3 <- conv3
I0310 18:53:51.854317  4485 net.cpp:529] relu3 -> conv3 (in-place)
I0310 18:53:51.854324  4485 net.cpp:262] Setting up relu3
I0310 18:53:51.854331  4485 net.cpp:269] TEST Top shape for layer 10 'relu3' 10 384 13 13 (648960)
I0310 18:53:51.854337  4485 layer_factory.hpp:172] Creating layer 'conv4' of type 'Convolution'
I0310 18:53:51.854344  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.854359  4485 net.cpp:202] Created Layer conv4 (11)
I0310 18:53:51.854365  4485 net.cpp:574] conv4 <- conv3
I0310 18:53:51.854372  4485 net.cpp:544] conv4 -> conv4
I0310 18:53:51.859673  4485 net.cpp:262] Setting up conv4
I0310 18:53:51.859684  4485 net.cpp:269] TEST Top shape for layer 11 'conv4' 10 384 13 13 (648960)
I0310 18:53:51.859695  4485 layer_factory.hpp:172] Creating layer 'relu4' of type 'ReLU'
I0310 18:53:51.859701  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.859712  4485 net.cpp:202] Created Layer relu4 (12)
I0310 18:53:51.859719  4485 net.cpp:574] relu4 <- conv4
I0310 18:53:51.859725  4485 net.cpp:529] relu4 -> conv4 (in-place)
I0310 18:53:51.859732  4485 net.cpp:262] Setting up relu4
I0310 18:53:51.859740  4485 net.cpp:269] TEST Top shape for layer 12 'relu4' 10 384 13 13 (648960)
I0310 18:53:51.859745  4485 layer_factory.hpp:172] Creating layer 'conv5' of type 'Convolution'
I0310 18:53:51.859751  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.859766  4485 net.cpp:202] Created Layer conv5 (13)
I0310 18:53:51.859771  4485 net.cpp:574] conv5 <- conv4
I0310 18:53:51.859778  4485 net.cpp:544] conv5 -> conv5
I0310 18:53:51.863319  4485 net.cpp:262] Setting up conv5
I0310 18:53:51.863332  4485 net.cpp:269] TEST Top shape for layer 13 'conv5' 10 256 13 13 (432640)
I0310 18:53:51.863343  4485 layer_factory.hpp:172] Creating layer 'relu5' of type 'ReLU'
I0310 18:53:51.863349  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.863359  4485 net.cpp:202] Created Layer relu5 (14)
I0310 18:53:51.863365  4485 net.cpp:574] relu5 <- conv5
I0310 18:53:51.863373  4485 net.cpp:529] relu5 -> conv5 (in-place)
I0310 18:53:51.863379  4485 net.cpp:262] Setting up relu5
I0310 18:53:51.863386  4485 net.cpp:269] TEST Top shape for layer 14 'relu5' 10 256 13 13 (432640)
I0310 18:53:51.863392  4485 layer_factory.hpp:172] Creating layer 'pool5' of type 'Pooling'
I0310 18:53:51.863399  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.863409  4485 net.cpp:202] Created Layer pool5 (15)
I0310 18:53:51.863413  4485 net.cpp:574] pool5 <- conv5
I0310 18:53:51.863420  4485 net.cpp:544] pool5 -> pool5
I0310 18:53:51.863430  4485 net.cpp:262] Setting up pool5
I0310 18:53:51.863438  4485 net.cpp:269] TEST Top shape for layer 15 'pool5' 10 256 6 6 (92160)
I0310 18:53:51.863453  4485 layer_factory.hpp:172] Creating layer 'fc6' of type 'InnerProduct'
I0310 18:53:51.863461  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:51.863471  4485 net.cpp:202] Created Layer fc6 (16)
I0310 18:53:51.863477  4485 net.cpp:574] fc6 <- pool5
I0310 18:53:51.863484  4485 net.cpp:544] fc6 -> fc6
I0310 18:53:52.163476  4485 net.cpp:262] Setting up fc6
I0310 18:53:52.163506  4485 net.cpp:269] TEST Top shape for layer 16 'fc6' 10 4096 (40960)
I0310 18:53:52.163520  4485 layer_factory.hpp:172] Creating layer 'relu6' of type 'ReLU'
I0310 18:53:52.163529  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.163540  4485 net.cpp:202] Created Layer relu6 (17)
I0310 18:53:52.163547  4485 net.cpp:574] relu6 <- fc6
I0310 18:53:52.163555  4485 net.cpp:529] relu6 -> fc6 (in-place)
I0310 18:53:52.163564  4485 net.cpp:262] Setting up relu6
I0310 18:53:52.163570  4485 net.cpp:269] TEST Top shape for layer 17 'relu6' 10 4096 (40960)
I0310 18:53:52.163576  4485 layer_factory.hpp:172] Creating layer 'drop6' of type 'Dropout'
I0310 18:53:52.163583  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.163592  4485 net.cpp:202] Created Layer drop6 (18)
I0310 18:53:52.163597  4485 net.cpp:574] drop6 <- fc6
I0310 18:53:52.163606  4485 net.cpp:529] drop6 -> fc6 (in-place)
I0310 18:53:52.163619  4485 net.cpp:262] Setting up drop6
I0310 18:53:52.163626  4485 net.cpp:269] TEST Top shape for layer 18 'drop6' 10 4096 (40960)
I0310 18:53:52.163635  4485 layer_factory.hpp:172] Creating layer 'fc7' of type 'InnerProduct'
I0310 18:53:52.163640  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.163650  4485 net.cpp:202] Created Layer fc7 (19)
I0310 18:53:52.163655  4485 net.cpp:574] fc7 <- fc6
I0310 18:53:52.163661  4485 net.cpp:544] fc7 -> fc7
I0310 18:53:52.289577  4485 net.cpp:262] Setting up fc7
I0310 18:53:52.289607  4485 net.cpp:269] TEST Top shape for layer 19 'fc7' 10 4096 (40960)
I0310 18:53:52.289631  4485 layer_factory.hpp:172] Creating layer 'relu7' of type 'ReLU'
I0310 18:53:52.289639  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.289650  4485 net.cpp:202] Created Layer relu7 (20)
I0310 18:53:52.289659  4485 net.cpp:574] relu7 <- fc7
I0310 18:53:52.289666  4485 net.cpp:529] relu7 -> fc7 (in-place)
I0310 18:53:52.289674  4485 net.cpp:262] Setting up relu7
I0310 18:53:52.289680  4485 net.cpp:269] TEST Top shape for layer 20 'relu7' 10 4096 (40960)
I0310 18:53:52.289686  4485 layer_factory.hpp:172] Creating layer 'drop7' of type 'Dropout'
I0310 18:53:52.289693  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.289705  4485 net.cpp:202] Created Layer drop7 (21)
I0310 18:53:52.289710  4485 net.cpp:574] drop7 <- fc7
I0310 18:53:52.289716  4485 net.cpp:529] drop7 -> fc7 (in-place)
I0310 18:53:52.289723  4485 net.cpp:262] Setting up drop7
I0310 18:53:52.289731  4485 net.cpp:269] TEST Top shape for layer 21 'drop7' 10 4096 (40960)
I0310 18:53:52.289736  4485 layer_factory.hpp:172] Creating layer 'fc8' of type 'InnerProduct'
I0310 18:53:52.289742  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.289752  4485 net.cpp:202] Created Layer fc8 (22)
I0310 18:53:52.289757  4485 net.cpp:574] fc8 <- fc7
I0310 18:53:52.289762  4485 net.cpp:544] fc8 -> fc8
I0310 18:53:52.320420  4485 net.cpp:262] Setting up fc8
I0310 18:53:52.320433  4485 net.cpp:269] TEST Top shape for layer 22 'fc8' 10 1000 (10000)
I0310 18:53:52.320456  4485 layer_factory.hpp:172] Creating layer 'prob' of type 'Softmax'
I0310 18:53:52.320461  4485 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT
I0310 18:53:52.320477  4485 net.cpp:202] Created Layer prob (23)
I0310 18:53:52.320502  4485 net.cpp:574] prob <- fc8
I0310 18:53:52.320511  4485 net.cpp:544] prob -> prob
I0310 18:53:52.320525  4485 net.cpp:262] Setting up prob
I0310 18:53:52.320533  4485 net.cpp:269] TEST Top shape for layer 23 'prob' 10 1000 (10000)
I0310 18:53:52.320539  4485 net.cpp:340] prob does not need backward computation.
I0310 18:53:52.320545  4485 net.cpp:340] fc8 does not need backward computation.
I0310 18:53:52.320551  4485 net.cpp:340] drop7 does not need backward computation.
I0310 18:53:52.320557  4485 net.cpp:340] relu7 does not need backward computation.
I0310 18:53:52.320562  4485 net.cpp:340] fc7 does not need backward computation.
I0310 18:53:52.320569  4485 net.cpp:340] drop6 does not need backward computation.
I0310 18:53:52.320574  4485 net.cpp:340] relu6 does not need backward computation.
I0310 18:53:52.320580  4485 net.cpp:340] fc6 does not need backward computation.
I0310 18:53:52.320585  4485 net.cpp:340] pool5 does not need backward computation.
I0310 18:53:52.320590  4485 net.cpp:340] relu5 does not need backward computation.
I0310 18:53:52.320596  4485 net.cpp:340] conv5 does not need backward computation.
I0310 18:53:52.320602  4485 net.cpp:340] relu4 does not need backward computation.
I0310 18:53:52.320607  4485 net.cpp:340] conv4 does not need backward computation.
I0310 18:53:52.320613  4485 net.cpp:340] relu3 does not need backward computation.
I0310 18:53:52.320619  4485 net.cpp:340] conv3 does not need backward computation.
I0310 18:53:52.320626  4485 net.cpp:340] norm2 does not need backward computation.
I0310 18:53:52.320631  4485 net.cpp:340] pool2 does not need backward computation.
I0310 18:53:52.320636  4485 net.cpp:340] relu2 does not need backward computation.
I0310 18:53:52.320642  4485 net.cpp:340] conv2 does not need backward computation.
I0310 18:53:52.320647  4485 net.cpp:340] norm1 does not need backward computation.
I0310 18:53:52.320653  4485 net.cpp:340] pool1 does not need backward computation.
I0310 18:53:52.320659  4485 net.cpp:340] relu1 does not need backward computation.
I0310 18:53:52.320664  4485 net.cpp:340] conv1 does not need backward computation.
I0310 18:53:52.320670  4485 net.cpp:340] data does not need backward computation.
I0310 18:53:52.320677  4485 net.cpp:382] This network produces output prob
I0310 18:53:52.320698  4485 net.cpp:405] Top memory (TEST) required for data: 68681400 diff: 68681400
I0310 18:53:52.320703  4485 net.cpp:408] Bottom memory (TEST) required for data: 68641400 diff: 68641400
I0310 18:53:52.320710  4485 net.cpp:411] Shared (in-place) memory (TEST) by data: 26658560 diff: 26658560
I0310 18:53:52.320715  4485 net.cpp:414] Parameters memory (TEST) required for data: 243860896 diff: 243860896
I0310 18:53:52.320721  4485 net.cpp:417] Parameters shared memory (TEST) by data: 0 diff: 0
I0310 18:53:52.320726  4485 net.cpp:423] Network initialization done.
I0310 18:53:52.451287  4485 upgrade_proto.cpp:43] Attempting to upgrade input file specified using deprecated transformation parameters: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I0310 18:53:52.451314  4485 upgrade_proto.cpp:46] Successfully upgraded file specified using deprecated data transformation parameters.
W0310 18:53:52.451323  4485 upgrade_proto.cpp:48] Note that future Caffe releases will only support transform_param messages for transformation fields.
I0310 18:53:52.451340  4485 upgrade_proto.cpp:52] Attempting to upgrade input file specified using deprecated V1LayerParameter: ../models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel
I0310 18:53:52.671535  4485 upgrade_proto.cpp:60] Successfully upgraded file specified using deprecated V1LayerParameter
I0310 18:53:52.677325  4485 net.cpp:1141] Copying source layer data Type:Data #blobs=0
I0310 18:53:52.677335  4485 net.cpp:1141] Copying source layer conv1 Type:Convolution #blobs=2
I0310 18:53:52.677686  4485 net.cpp:1141] Copying source layer relu1 Type:ReLU #blobs=0
I0310 18:53:52.677692  4485 net.cpp:1141] Copying source layer pool1 Type:Pooling #blobs=0
I0310 18:53:52.677726  4485 net.cpp:1141] Copying source layer norm1 Type:LRN #blobs=0
I0310 18:53:52.677732  4485 net.cpp:1141] Copying source layer conv2 Type:Convolution #blobs=2
I0310 18:53:52.680481  4485 net.cpp:1141] Copying source layer relu2 Type:ReLU #blobs=0
I0310 18:53:52.680487  4485 net.cpp:1141] Copying source layer pool2 Type:Pooling #blobs=0
I0310 18:53:52.680491  4485 net.cpp:1141] Copying source layer norm2 Type:LRN #blobs=0
I0310 18:53:52.680505  4485 net.cpp:1141] Copying source layer conv3 Type:Convolution #blobs=2
I0310 18:53:52.688421  4485 net.cpp:1141] Copying source layer relu3 Type:ReLU #blobs=0
I0310 18:53:52.688427  4485 net.cpp:1141] Copying source layer conv4 Type:Convolution #blobs=2
I0310 18:53:52.694205  4485 net.cpp:1141] Copying source layer relu4 Type:ReLU #blobs=0
I0310 18:53:52.694211  4485 net.cpp:1141] Copying source layer conv5 Type:Convolution #blobs=2
I0310 18:53:52.698084  4485 net.cpp:1141] Copying source layer relu5 Type:ReLU #blobs=0
I0310 18:53:52.698091  4485 net.cpp:1141] Copying source layer pool5 Type:Pooling #blobs=0
I0310 18:53:52.698096  4485 net.cpp:1141] Copying source layer fc6 Type:InnerProduct #blobs=2
I0310 18:53:53.024118  4485 net.cpp:1141] Copying source layer relu6 Type:ReLU #blobs=0
I0310 18:53:53.024138  4485 net.cpp:1141] Copying source layer drop6 Type:Dropout #blobs=0
I0310 18:53:53.024142  4485 net.cpp:1141] Copying source layer fc7 Type:InnerProduct #blobs=2
I0310 18:53:53.169010  4485 net.cpp:1141] Copying source layer relu7 Type:ReLU #blobs=0
I0310 18:53:53.169028  4485 net.cpp:1141] Copying source layer drop7 Type:Dropout #blobs=0
I0310 18:53:53.169031  4485 net.cpp:1141] Copying source layer fc8 Type:InnerProduct #blobs=2
I0310 18:53:53.205514  4485 net.cpp:1133] Ignoring source layer loss
(10, 3, 227, 227)
Loading file: ../101_ObjectCategories/panda/image_0007.jpg
Classifying 1 inputs.
Done in 0.48 s.
Saving results into ../result.npy
chibi@1604:~/caffe$ python show_result.py data/ilsvrc12/synset_words.txt result.npy
#1 | n02510455 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca | 99.6%
#2 | n02509815 lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens |  0.1%
#3 | n02107683 Bernese mountain dog |  0.1%
chibi@1604:~/caffe$