def load_old_graph(self, ckpt):
ckpt_loader = create_loader(ckpt)
self.say(self.OLD_GRAPH_MSG.format(ckpt))
for var in tf.global_variables():
name = var.name.split(':')[0]
args = [name, var.get_shape()]
val = ckpt_loader(args)
assert val is not None, 'Cannot find and load {}'.format(var.name)
shp = val.shape
plh = tf.placeholder(tf.float32, shp)
op = tf.assign(var, plh)
self.sess.run(op, {plh: val})
def load_weights(self):
"""
Use `layers` and Loader to load .weights file
"""
print('Loading {} ...'.format(self.src_bin))
start = time.time()
args = [self.src_bin, self.src_layers]
wgts_loader = loader.create_loader(*args)
for layer in self.layers:
layer.load(wgts_loader)
stop = time.time()
print('Finished in {}s'.format(stop - start))