def do(self, callback_name, *args):
print "generating samples"
base_fname_part1 = self.path + '/samples-'
base_fname_part2 = '_epoch%04d' % self.main_loop.status['epochs_done']
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=False,
denoise_sigma=None,
X_true=None,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=True,
denoise_sigma=None,
X_true=self.X,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=False,
denoise_sigma=1,
X_true=self.X,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
def do(self, callback_name, *args):
import sys
sys.setrecursionlimit(10000000)
print "generating samples"
base_fname_part1 = self.path + '/samples-'
base_fname_part2 = '_batch%06d' % self.main_loop.status[
'iterations_done']
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=False,
denoise_sigma=None,
X_true=None,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=True,
denoise_sigma=None,
X_true=self.X,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model,
self.get_mu_sigma,
n_samples=self.n_samples,
inpaint=False,
denoise_sigma=1,
X_true=self.X,
base_fname_part1=base_fname_part1,
base_fname_part2=base_fname_part2)
def do(self, callback_name, *args):
print "generating samples"
base_fname_part1 = self.path + '/samples-'
base_fname_part2 = '_epoch%04d'%self.main_loop.status['epochs_done']
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=False, denoise_sigma=None, X_true=None,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=True, denoise_sigma=None, X_true=self.X,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=False, denoise_sigma=1, X_true=self.X,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
def do(self, callback_name, *args):
import sys
sys.setrecursionlimit(10000000)
print "generating samples"
base_fname_part1 = self.path + '/samples-'
base_fname_part2 = '_batch%06d'%self.main_loop.status['iterations_done']
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=False, denoise_sigma=None, X_true=None,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=True, denoise_sigma=None, X_true=self.X,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
sampler.generate_samples(self.model, self.get_mu_sigma,
n_samples=self.n_samples, inpaint=False, denoise_sigma=1, X_true=self.X,
base_fname_part1=base_fname_part1, base_fname_part2=base_fname_part2)
