Module Import alias Import alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore Call NameLoad Str TryExcept body Assign NameStore Call NameLoad Str handlers ExceptHandler type NameLoad body Raise Call NameLoad Str Assign NameStore Str Assign NameStore Str Assign NameStore Str If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Str For NameStore ListLoad NameLoad NameLoad NameLoad body If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Call AttributeLoad Str attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad FunctionDef arguments args NameParam defaults body If CompareNotEq Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Call AttributeLoad Str attr AttributeLoad AttributeLoad NameLoad attr attr Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr decorator_list Assign NameStore Call NameLoad Str keyword NameLoad Expr Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr keyword Num Expr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr TupleLoad Num Num Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Delete NameDel Assign NameStore Call NameLoad Str keyword NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assign NameStore Call NameLoad Str keyword NameLoad Expr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad
N/A N/A os N/A logging N/A shutil theano config pylearn2.datasets preprocessing pylearn2.datasets.svhn SVHN pylearn2.utils.string_utils preprocess N/A orig_path N/A preprocess ${PYLEARN2_DATA_PATH}/SVHN/format2 N/A N/A N/A local_path N/A preprocess ${SVHN_LOCAL_PATH} N/A N/A N/A ValueError N/A N/A N/A ValueError You need to define SVHN_LOCAL_PATH environment variable. N/A train_name h5/splitted_train_32x32.h5 N/A valid_name h5/valid_32x32.h5 N/A test_name h5/test_32x32.h5 N/A N/A N/A N/A N/A os path isdir N/A N/A N/A os path join local_path h5 N/A N/A N/A N/A os makedirs N/A N/A N/A os path join local_path h5 N/A d_set N/A train_name valid_name test_name N/A N/A N/A N/A N/A N/A os path isfile N/A N/A N/A os path join local_path d_set N/A N/A N/A N/A logging info N/A N/A Copying data from {0} to {1} format N/A N/A N/A os path join local_path d_set local_path N/A N/A N/A shutil copyfile N/A N/A N/A os path join orig_path d_set N/A N/A N/A os path join local_path d_set check_dtype N/A N/A data N/A N/A N/A N/A N/A str N/A N/A data X dtype N/A config floatX N/A N/A N/A N/A logging warning N/A N/A The dataset is saved as {}, changing theano's floatX to the same dtype format N/A N/A data X dtype N/A N/A config floatX N/A str N/A N/A data X dtype N/A N/A train N/A SVHN splitted_train path local_path N/A N/A check_dtype train N/A pipeline N/A N/A preprocessing Pipeline N/A N/A N/A N/A pipeline items append N/A N/A preprocessing GlobalContrastNormalization batch_size 5000 N/A N/A N/A N/A pipeline items append N/A N/A preprocessing LeCunLCN N/A 32 32 N/A N/A N/A train apply_preprocessor pipeline can_fit True N/A train N/A valid N/A SVHN valid path local_path N/A N/A check_dtype valid N/A N/A N/A valid apply_preprocessor pipeline can_fit False N/A test N/A SVHN test path local_path N/A N/A check_dtype test N/A N/A N/A test apply_preprocessor pipeline can_fit False