Module Import alias identifier Import alias Import alias ImportFrom alias Assign NameStore Str Assign NameStore Str FunctionDef arguments args defaults body Assign NameStore Call NameLoad BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore Call NameLoad BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num SubscriptLoad AttributeLoad NameLoad attr Index Num Print Str NameLoad Print Str Call AttributeLoad BinOpPow NameLoad Num attr Print Str Call AttributeLoad BinOpPow NameLoad Num attr Assign NameStore ListLoad Assign NameStore Num Assign NameStore Num If CompareGt NameLoad Num body For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad BinOpPow BinOpSub SubscriptLoad NameLoad Slice NameLoad BinOpSub NameLoad NameLoad NameLoad Num attr If CompareLt NameLoad NameLoad body Assign NameStore NameLoad Assign NameStore NameLoad Print NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpMult NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpMult SubscriptLoad NameLoad Slice NameLoad BinOpSub NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad orelse If CompareLt NameLoad Num body Assign NameStore Call NameLoad NameLoad For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad BinOpPow BinOpSub SubscriptLoad NameLoad Slice NameLoad BinOpSub NameLoad NameLoad NameLoad Num attr If CompareLt NameLoad NameLoad body Assign NameStore NameLoad Assign NameStore NameLoad Print NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpMult SubscriptLoad NameLoad Slice NameLoad BinOpSub NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpMult NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad Print Str NameLoad NameLoad decorator_list Assign NameStore ListLoad Str FunctionDef arguments args defaults body For NameStore NameLoad body Assign NameStore Call NameLoad BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore Call AttributeLoad NameLoad attr BinOpMult NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call NameLoad BinOpAdd NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore Call AttributeLoad NameLoad attr BinOpMult NameLoad Num Expr Call AttributeLoad NameLoad attr BinOpAdd NameLoad BinOpMod Str NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad Print Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Print Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Print Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assert CompareEq BinOpMod SubscriptLoad AttributeLoad NameLoad attr Index Num NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num NameLoad NameLoad Print Str AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Print Str AttributeLoad NameLoad attr Assign NameStore BinOpMult NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Str Print Str Expr Call AttributeLoad NameLoad attr NameLoad keyword Str Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Print Str decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad Print Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Assert CompareEq BinOpMod SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num Num Num Assign NameStore Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Str Expr Call AttributeLoad NameLoad attr NameLoad keyword Str decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Str Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num AttributeLoad NameLoad attr Assign NameStore BinOpMult NameLoad NameLoad Assign NameStore Call NameLoad BinOpAdd NameLoad Str Str Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad keyword Str Expr Call AttributeLoad NameLoad attr decorator_list If CompareEq NameLoad Str body Assign NameStore Str Assign NameStore Str Expr Call NameLoad NameLoad NameLoad
N/A N/A numpy np N/A Image N/A cPickle pynet.datasets.preprocessor GCN N/A dir /Volumes/Storage/generated_specs/mgc N/A base 1113_1 cal_min N/A N/A N/A N/A N/A s N/A open N/A dir N/A /%s.spec.f8 base N/A s N/A N/A np fromfile s dtype <f8 N/A s N/A N/A s reshape N/A N/A N/A N/A s shape N/A 0 120 120 N/A m N/A open N/A dir N/A /%s.mgc base N/A m N/A N/A np fromfile m dtype <f4 N/A m N/A N/A m reshape N/A N/A N/A N/A m shape N/A 0 120 120 N/A diff N/A N/A N/A m shape N/A 0 N/A N/A s shape N/A 0 N/A diff diff N/A mean s N/A N/A N/A s 2 mean N/A mean m N/A N/A N/A s 2 mean N/A error N/A N/A min 1000000 N/A min_i 0 N/A N/A diff 0 N/A N/A i N/A range diff N/A N/A e N/A N/A N/A N/A N/A m N/A i N/A i diff s 2 mean N/A N/A e min N/A N/A min e N/A min_i i N/A i e N/A sp N/A N/A Image fromarray N/A s 1000 N/A N/A N/A sp save N/A dir N/A /%s.sp_orig.gif base N/A mgc N/A N/A Image fromarray N/A N/A m N/A min_i N/A min_i diff 1000 N/A N/A N/A mgc save N/A dir N/A /%s.mgc_slice.gif base N/A N/A N/A diff 0 N/A N/A diff N/A abs diff N/A i N/A range diff N/A N/A e N/A N/A N/A N/A N/A s N/A i N/A i diff m 2 mean N/A N/A e min N/A N/A min e N/A min_i i N/A i e N/A sp N/A N/A Image fromarray N/A N/A s N/A min_i N/A min_i diff 1000 N/A N/A N/A sp save N/A dir N/A /%s.sp_slice.gif base N/A mgc N/A N/A Image fromarray N/A m 1000 N/A N/A N/A mgc save N/A dir N/A /%s.mgc_orig.gif base N/A min min_i min N/A N/A names N/A 1112_1 draw_gif N/A N/A N/A N/A N/A name names N/A N/A sp_fin N/A open N/A dir N/A /%s.spec.f8 name N/A sp N/A N/A np fromfile sp_fin dtype <f8 N/A sp N/A N/A sp reshape N/A N/A N/A N/A sp shape N/A 0 120 120 N/A sp N/A N/A Image fromarray N/A sp 1000 N/A N/A N/A sp save N/A dir N/A /%s.sp.gif name N/A mgc_fin N/A open N/A dir N/A /%s.mgc name N/A mgc N/A N/A np fromfile mgc_fin dtype <f4 N/A mgc N/A N/A mgc reshape N/A N/A N/A N/A mgc shape N/A 0 120 120 N/A mgc N/A N/A Image fromarray N/A mgc 1000 N/A N/A N/A mgc save N/A dir N/A /%s.mgc.gif name N/A generate_spec N/A N/A model mlp mgc out_spec fea_size N/A N/A N/A fin N/A open model N/A load ae.. N/A ae N/A N/A cPickle load fin N/A N/A N/A fin close N/A fin N/A open mlp N/A load mlp.. N/A mlp N/A N/A cPickle load fin N/A N/A N/A fin close N/A mgc_fin N/A open mgc N/A open  mgc N/A mgc N/A N/A np fromfile mgc_fin dtype <f4 N/A N/A N/A N/A N/A mgc shape N/A 0 fea_size 0 N/A mgc N/A N/A mgc reshape N/A N/A N/A N/A mgc shape N/A 0 fea_size fea_size N/A mgc shape  N/A mgc shape N/A decoded N/A N/A ae decode mgc N/A normalizer N/A N/A mlp fprop decoded N/A normalizer shape  N/A normalizer shape N/A warp_spec N/A decoded normalizer N/A fout N/A open out_spec wb N/A saving..  N/A N/A N/A warp_spec tofile fout format <f8 N/A N/A N/A mgc_fin close N/A N/A N/A fout close N/A done N/A reconstruct_spec N/A N/A mlp spec outfile N/A N/A N/A fin N/A open mlp N/A load mlp.. N/A mlp N/A N/A cPickle load fin N/A N/A N/A fin close N/A warp_spec N/A open spec N/A warp_spec N/A N/A np fromfile warp_spec dtype <f4 N/A N/A N/A N/A N/A warp_spec shape N/A 0 2049 0 N/A warp_spec N/A N/A warp_spec reshape N/A N/A N/A N/A warp_spec shape N/A 0 2049 2049 N/A gcn N/A GCN N/A out N/A N/A gcn apply warp_spec N/A out N/A out N/A N/A mlp fprop out N/A output_file N/A open outfile wb N/A N/A N/A out tofile output_file format <f4 N/A mask_spec N/A N/A spec dir N/A N/A N/A warp_fin N/A open spec N/A warp_spec N/A N/A np fromfile warp_fin dtype <f4 N/A N/A N/A warp_fin close N/A rd N/A N/A N/A np random binomial 1 0.5 N/A warp_spec shape N/A mask_spec N/A warp_spec rd N/A fout N/A open N/A dir /2696_1_mask.spec.f4 wb N/A mask_spec N/A N/A mask_spec astype f4 N/A N/A N/A mask_spec tofile fout format <f4 N/A N/A N/A fout close N/A N/A N/A __name__ __main__ N/A N/A spec /Volumes/Storage/generated_specs/Laura/orig/2696_1.spec N/A dir /Volumes/Storage/Dropbox/project_nii N/A N/A mask_spec spec dir