def reset_parameters(self):
if self.add_position_embedding:
nn.init.uniform_(self.embeddings.weight.data, - 1.0 / self.scale, 1.0 / self.scale)
else:
Init.embedding_init(self.embeddings.weight.data)
self.embeddings.weight.data[self.padding_idx].fill_(0.0)
def _build_bridge(self):
if self.bridge_type == "mlp":
self.linear_bridge = nn.Linear(in_features=self.context_size, out_features=self.hidden_size)
Init.default_init(self.linear_bridge.weight.data)
elif self.bridge_type == "zero":
pass
else:
raise ValueError("Unknown bridge type {0}".format(self.bridge_type))
def reset_parameters(self):
if self.add_position_embedding:
nn.init.uniform(self.embeddings.weight, -1.0 / self.scale,
1.0 / self.scale)
else:
Init.embedding_init(self.embeddings.weight)
with torch.no_grad():
self.embeddings.weight[self.padding_idx].fill_(0.0)
def set_extention_emb_fuc(self, extention_fuc, extention_size):
self.extention_fuc = extention_fuc
if extention_size > 0:
self.linear_extention = nn.Linear(in_features=self.d_word_vec +
extention_size,
out_features=self.d_model)
Init.default_init(self.linear_extention.weight)
self.linear_extention.cuda()
else:
self.linear_extention = lambda x: x
def _reset_parameters(self):
Init.default_init(self.linear_input.weight)
Init.default_init(self.linear_hidden.weight)
Init.default_init(self.linear_ctx.weight)
def _reset_parameters(self):
Init.embedding_init(self.proj.weight)
def _reset_parameters(self):
for weight in self.gru1.parameters():
Init.rnn_init(weight.data)
for weight in self.gru2.parameters():
Init.rnn_init(weight.data)
def _reset_parameters(self):
for weight in self.parameters():
Init.default_init(weight)
def reset_parameters(self):
Init.default_init(self.linear.weight.data)
from sanic import Sanic
from module import Init
from config import app as app_config
import asyncio
""" sanic module """
app = Sanic()
""" for blueprint registration """
Init(app)
if __name__ == "__main__":
server = app.run(host=app_config.HOST,
port=app_config.PORT,
debug=app_config.DEBUG,
workers=app_config.WORKERS)
loop = asyncio.get_event_loop()
task = asyncio.ensure_future(server)
loop.run_forever()
