Module Import alias identifier Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias identifier ImportFrom alias ImportFrom alias Import alias ImportFrom alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias identifier Import alias ImportFrom alias ImportFrom alias Import alias Import alias Import alias Import alias Import alias ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults Str Str Str NameLoad body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Str keyword Num Assign AttributeStore NameLoad attr Call NameLoad NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Str If CompareGtE AttributeLoad NameLoad attr Num body Expr Call AttributeLoad NameLoad attr If CompareGtE AttributeLoad NameLoad attr Num body Expr Call AttributeLoad Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign NameStore BinOpSub Num AttributeLoad NameLoad attr Assign NameStore BinOpFloorDiv NameLoad Num Assign NameStore BinOpAdd NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad SubscriptLoad NameLoad ExtSlice Slice Slice NameLoad NameLoad Slice NameLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr TupleLoad AttributeLoad NameLoad attr Num AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Str body Assign TupleStore NameStore Call AttributeLoad NameLoad attr keyword Dict Str NameLoad keyword ListLoad NameLoad keyword NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Str body Assign TupleStore NameStore Call AttributeLoad NameLoad attr keyword Dict Str NameLoad keyword ListLoad NameLoad keyword NameLoad Return Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr If UnaryOpNot Call NameLoad NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults Str body Assign NameStore AttributeLoad Call AttributeLoad NameLoad attr Str attr Assign SubscriptStore AttributeLoad NameLoad attr Index Num NameLoad Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assign TupleStore NameStore Call AttributeLoad NameLoad attr keyword Dict Str NameLoad keyword ListLoad NameLoad keyword NameLoad Return AttributeLoad AttributeLoad NameLoad attr attr decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults Str body If CompareIs NameLoad NameLoad body Assign NameStore AttributeLoad NameLoad attr If UnaryOpNot Call NameLoad NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Num NameLoad Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr If CompareGtE AttributeLoad NameLoad attr Num body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad If CompareGtE AttributeLoad NameLoad attr Num body Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad orelse Assign NameStore Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpMult NameLoad Num keyword NameLoad Assign NameStore Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Return NameLoad decorator_list decorator_list
N/A N/A chainer.functions F N/A chainer.links L chainer Variable chainer.links caffe chainer computational_graph c deel.tensor * deel.network * N/A copy deel * N/A deel.network N/A chainer N/A json N/A os N/A multiprocessing N/A threading N/A time N/A six N/A numpy np N/A os.path PIL Image six.moves queue N/A pickle N/A hashlib N/A datetime N/A sys N/A random AlexNet N/A ImageNet N/A __init__ N/A N/A self model mean labels optimizer N/A bvlc_alexnet.caffemodel misc/ilsvrc_2012_mean.npy misc/labels.txt None N/A N/A N/A N/A N/A super AlexNet self __init__ AlexNet in_size 227 N/A N/A self func N/A LoadCaffeModel model N/A N/A self labels N/A N/A np loadtxt labels str delimiter N/A N/A N/A Deel gpu 0 N/A N/A N/A N/A cuda check_cuda_available N/A N/A N/A Deel gpu 0 N/A N/A N/A N/A N/A N/A cuda get_device N/A self gpu use N/A N/A N/A N/A self func to_gpu N/A mean_image N/A N/A np load mean N/A N/A ImageNet mean_image mean_image N/A cropwidth N/A 256 N/A self in_size N/A start N/A cropwidth 2 N/A stop N/A start N/A self in_size N/A N/A self mean_image N/A N/A N/A mean_image N/A N/A N/A start stop N/A start stop copy N/A N/A self batchsize 1 N/A N/A self x_batch N/A N/A np ndarray N/A N/A self batchsize 3 N/A self in_size N/A self in_size dtype N/A np float32 N/A forward N/A N/A self x layer N/A fc8 N/A N/A N/A y N/A N/A self func inputs N/A data x outputs N/A layer train False N/A y N/A predict N/A N/A self x layer N/A fc8 N/A N/A N/A y N/A N/A self func inputs N/A data x outputs N/A layer train False N/A N/A N/A F softmax y N/A classify N/A N/A self x N/A None N/A N/A N/A x None N/A N/A x N/A Tensor context N/A N/A N/A isinstance x ImageTensor N/A N/A x N/A N/A self Input x N/A _x N/A Variable N/A x value volatile True N/A result N/A N/A self predict _x N/A result N/A Variable N/A result data N/A t N/A ChainerTensor result N/A N/A t owner self N/A N/A N/A t use N/A t N/A layerDim N/A N/A self layer N/A fc8 N/A N/A image N/A N/A N/A self Input deel.png value N/A N/A N/A self x_batch N/A 0 image N/A xp N/A Deel xp N/A x_data N/A N/A xp asarray N/A self x_batch N/A x N/A N/A chainer Variable x_data volatile True N/A N/A y N/A N/A self func inputs N/A data x outputs N/A layer train False N/A N/A N/A y data shape N/A feature N/A N/A self x layer N/A pool5 N/A N/A N/A x None N/A N/A x N/A Tensor context N/A N/A N/A isinstance x ImageTensor N/A N/A x N/A N/A self Input x N/A image N/A x value N/A N/A N/A self x_batch N/A 0 image N/A xp N/A Deel xp N/A x_data N/A N/A xp asarray N/A self x_batch N/A N/A N/A Deel gpu 0 N/A N/A x_data N/A N/A cuda to_gpu x_data N/A x N/A N/A chainer Variable x_data volatile True N/A score N/A N/A self forward x layer layer N/A N/A N/A Deel gpu 0 N/A N/A score N/A N/A cuda to_cpu N/A score data N/A dim N/A getDim N/A score shape N/A score N/A N/A score reshape dim N/A N/A dim N/A getDim N/A N/A score data shape N/A score N/A N/A N/A score data reshape dim N/A score N/A N/A chainer Variable N/A score 255.0 volatile True N/A t N/A ChainerTensor score N/A N/A t owner self N/A N/A N/A t use N/A t N/A N/A