In [1]:
import matplotlib
matplotlib.use("nbagg")
import math
import numpy as np
import matplotlib.pyplot as plt
import cv2
import re, os, glob, pickle, shutil,sys
from random import randint
import time
from shutil import *

os.environ["THEANO_FLAGS"] = "mode=FAST_RUN,device=gpu3,floatX=float32"
import theano
import theano.tensor as T
from theano import *
theano.__version__
from theano.sandbox.cuda import dnn

import pandas as pd
from theano import tensor as T
from theano.sandbox.rng_mrg import MRG_RandomStreams as RandomStreams


from theano.compile.nanguardmode import NanGuardMode

#from pom_funcs import *
from pom_room import POM_room
from pom_evaluator import POM_evaluator
import POMLayers1
from EM_funcs import *
import ZtoY
config.allow_gc =False

%load_ext autoreload
%autoreload 2


import Config


Using gpu device 3: GeForce GTX TITAN Z (CNMeM is disabled, cuDNN 5110)
/home/baque/.local/lib/python2.7/site-packages/theano/sandbox/cuda/__init__.py:600: UserWarning: Your cuDNN version is more recent than the one Theano officially supports. If you see any problems, try updating Theano or downgrading cuDNN to version 5.
  warnings.warn(warn)

In [2]:
from GaussianNet import gaussianNet
parts_predictor = gaussianNet()
parts_predictor.run_inference(bg_pretrained = True,regression_pretrained = True,verbose = True)


/home/baque/.local/lib/python2.7/site-packages/theano/tensor/signal/downsample.py:6: UserWarning: downsample module has been moved to the theano.tensor.signal.pool module.
  "downsample module has been moved to the theano.tensor.signal.pool module.")
GaussianNet.py:147: UserWarning: theano.function was asked to create a function computing outputs given certain inputs, but the provided input variable at index 2 is not part of the computational graph needed to compute the outputs: dropout.
To make this warning into an error, you can pass the parameter on_unused_input='raise' to theano.function. To disable it completely, use on_unused_input='ignore'.
  updates=updates_bg, allow_input_downcast=True,on_unused_input='warn')
GaussianNet.py:156: UserWarning: theano.function was asked to create a function computing outputs given certain inputs, but the provided input variable at index 0 is not part of the computational graph needed to compute the outputs: X.
To make this warning into an error, you can pass the parameter on_unused_input='raise' to theano.function. To disable it completely, use on_unused_input='ignore'.
  on_unused_input='warn')
GaussianNet.py:156: UserWarning: theano.function was asked to create a function computing outputs given certain inputs, but the provided input variable at index 1 is not part of the computational graph needed to compute the outputs: Y_in.
To make this warning into an error, you can pass the parameter on_unused_input='raise' to theano.function. To disable it completely, use on_unused_input='ignore'.
  on_unused_input='warn')
GaussianNet.py:156: UserWarning: theano.function was asked to create a function computing outputs given certain inputs, but the provided input variable at index 2 is not part of the computational graph needed to compute the outputs: dropout.
To make this warning into an error, you can pass the parameter on_unused_input='raise' to theano.function. To disable it completely, use on_unused_input='ignore'.
  on_unused_input='warn')
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