def set_debug_info(self, pca_weights, patch_sz, debug_path, prefix):
make_dir(debug_path)
self.__pca_weights = pca_weights
self.__patch_sz = patch_sz
self.__debug_path = debug_path
self.__prefix = '' if prefix == None else prefix
self.output_debug = True
def set_debug_info(self, pca_weights, patch_sz, debug_path, prefix):
make_dir(join(debug_path, 'filters'))
make_dir(join(debug_path, 'histograms'))
self.__pca_weights = pca_weights
self.__patch_sz = patch_sz
self.__debug_path = debug_path
self.__prefix = '' if prefix == None else prefix
self.output_debug = True
def export(self, path):
"""
Export parameters shared variables to npy files. Files are named
according of the "name" argument of the shared variable
Parameters
----------
path: string
path for which to export parameter files
"""
make_dir(path)
for param in self.__params.values():
fn = os.path.join(path, "{}.npy".format(str(param)))
np.save(fn, param.get_value(borrow=True))
def debug_call(self):
if self.output_debug:
# For readability
W = self.__params.encoder_weights.get_value()
pca = self.__pca_weights
patch_sz = self.__patch_sz
debug_path = self.__debug_path
prefix = self.__prefix
make_dir(debug_path)
filterstoimg(np.dot(pca, W),
patch_sz,
fn=join(
debug_path, '{}{}_encoder_weights.tif'.format(
prefix, self.layer_id)))
def export(self, path):
make_dir(path)
for param in self.encoder_params:
fn = os.path.join(path, "{}.npy".format(str(param)))
np.save(fn, param.get_value(borrow=True))
def _set_debug_info(self, patch_sz, debug_path):
make_dir(debug_path)
self.debug_enabled = True
self.patch_sz = patch_sz
self.debug_path = debug_path
def _set_debug_info(self, pca_weights, patch_sz, debug_path):
make_dir(debug_path)
self.pca_weights = pca_weights
self.debug = True
self.patch_sz = patch_sz
self.debug_path = debug_path