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Paolo Losi paolo-losi

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I Early stop triggered as (for last 4 steps) validation loss: 43.402323 with standard deviation: 0.395598 and mean: 43.838659
I FINISHED optimization in 3:21:50.517237
WARNING:tensorflow:From /home/trainer/ds-train/lib/python3.6/site-packages/tensorflow_core/contrib/rnn/python/ops/lstm_ops.py:597: Layer.add_variable (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version.
Instructions for updating:
Please use `layer.add_weight` method instead.
W0213 14:28:47.242244 140350741464896 deprecation.py:323] From /home/trainer/ds-train/lib/python3.6/site-packages/tensorflow_core/contrib/rnn/python/ops/lstm_ops.py:597: Layer.add_variable (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version.
Instructions for updating:
Please use `layer.add_weight` method instead.
INFO:tensorflow:Restoring parameters from /mnt/checkpoints/best_dev-8914
I0213 14:28:47.313651 140350741464896 saver.py:1284] Restoring parameters from /mnt/checkp
import os
import logging
import subprocess
import sys
import m3
import m3.lib.ws
from m3.lib.model import media_table
from m3.natlang.blockly import register_custom_toolbox
from pgaccess import pgsql
import os
import logging
import subprocess
import sys
import m3
import m3.lib.ws
from m3.lib.model import media_table
from m3.natlang.blockly import register_custom_toolbox
from pgaccess import pgsql
@paolo-losi
paolo-losi / openopt_svm.py
Created September 28, 2012 13:24
OpenOpt SVM
import numpy as np
import FuncDesigner as fd
from openopt import NLP
from sklearn.metrics.pairwise import rbf_kernel, polynomial_kernel
def theta(x):
return 0.5 * (fd.sign(x) + 1.)
@paolo-losi
paolo-losi / tornadoweb_stormed.py
Created October 25, 2011 17:10 — forked from brimcfadden/tornadoweb_stormed.py
Use stormed-amqp with tornado.web.RequestHandlers
#!/usr/bin/env python
# tornadoweb_stormed.py
import logging
import sys
import stormed
import tornado.ioloop
import tornado.web
# -*- coding: utf8 -*-
import sys
import unicodedata
import re
def compress_whitespace(string):
elements = string.split()
return " ".join(elements)
pseudo_accents = (u'\N{apostrophe}',
@paolo-losi
paolo-losi / cp_django.py
Created January 4, 2011 14:34
Cherrypy serving Django
import os
import sys
from cherrypy import wsgiserver
from paste.translogger import TransLogger
os.environ['DJANGO_SETTINGS_MODULE'] = 'meteoweb.settings'
import django.core.handlers.wsgi
application = django.core.handlers.wsgi.WSGIHandler()
@paolo-losi
paolo-losi / test_exception.scala
Created December 16, 2010 15:01
continuations and exceptions
// compile with $scalac -P:continuations:enable test_exception.scala
// execute with $scala Test
import scala.util.continuations._
object Test {
type WithExc[A] = Either[Exception, A]
def main(args: Array[String]) {
bar();
@paolo-losi
paolo-losi / gist:703251
Created November 17, 2010 10:48
tornado async test
class TestConnectionHandshake(testing.AsyncTestCase):
def test_handshake(self):
conn = Connection('localhost', io_loop=self.io_loop)
def on_connect():
self.assertEquals(conn.status, status.CONNECTED)
conn.close(self.stop)
conn.connect(on_connect)
self.wait()
@paolo-losi
paolo-losi / gist:703250
Created November 17, 2010 10:48
tornado async test
class TestConnectionHandshake(testing.AsyncTestCase):
def test_handshake(self):
conn = Connection('localhost', io_loop=self.io_loop)
def on_connect():
self.assertEquals(conn.status, status.CONNECTED)
conn.close(self.stop)
conn.connect(on_connect)
self.wait()