def do(self, callback_name, *args):
print "plotting parameters"
for param_name, param in self.blocks_model.params.iteritems():
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(' ', '_')
base_fname_part1 = self.path + '/params-' + filename_safe_name
base_fname_part2 = '_epoch%04d'%self.main_loop.status['epochs_done']
viz.plot_parameter(param.get_value(), base_fname_part1, base_fname_part2,
title=param_name, n_colors=self.model.n_colors)
def do(self, callback_name, *args):
print "plotting internal state of network"
state = self.internal_state_f(self.X)
for ii in xrange(len(state)):
param_name = self.internal_state_names[ii]
val = state[ii]
filename_safe_name = param_name.replace(' ', '_').replace('/', '-')
base_fname_part1 = self.path + '/state-' + filename_safe_name
base_fname_part2 = '_batch%06d'%self.main_loop.status['iterations_done']
viz.plot_parameter(val, base_fname_part1, base_fname_part2,
title="state " + param_name, n_colors=self.model.n_colors)
def do(self, callback_name, *args):
print "plotting gradients"
grad_vals = self.grad_f(self.X)
keynames = sorted(self.blocks_model.parameters.keys())
for ii in xrange(len(keynames)):
param_name = keynames[ii]
val = grad_vals[ii]
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(' ', '_')
base_fname_part1 = self.path + '/grads-' + filename_safe_name
base_fname_part2 = '_batch%06d'%self.main_loop.status['iterations_done']
viz.plot_parameter(val, base_fname_part1, base_fname_part2,
title="grad " + param_name, n_colors=self.model.n_colors)
def do(self, callback_name, *args):
import sys
sys.setrecursionlimit(10000000)
print "plotting parameters"
for param in self.blocks_model.parameters:
param_name = param.name
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(' ', '_')
base_fname_part1 = self.path + '/params-' + filename_safe_name
base_fname_part2 = '_batch%06d'%self.main_loop.status['iterations_done']
viz.plot_parameter(param.get_value(), base_fname_part1, base_fname_part2,
title=param_name, n_colors=self.model.n_colors)
def do(self, callback_name, *args):
print "plotting parameters"
for param_name, param in self.blocks_model.params.iteritems():
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(
' ', '_')
base_fname_part1 = self.path + '/params-' + filename_safe_name
base_fname_part2 = '_epoch%04d' % self.main_loop.status[
'epochs_done']
viz.plot_parameter(param.get_value(),
base_fname_part1,
base_fname_part2,
title=param_name,
n_colors=self.model.n_colors)
def do(self, callback_name, *args):
print "plotting internal state of network"
state = self.internal_state_f(self.X)
for ii in xrange(len(state)):
param_name = self.internal_state_names[ii]
val = state[ii]
filename_safe_name = param_name.replace(' ', '_').replace('/', '-')
base_fname_part1 = self.path + '/state-' + filename_safe_name
base_fname_part2 = '_batch%06d' % self.main_loop.status[
'iterations_done']
viz.plot_parameter(val,
base_fname_part1,
base_fname_part2,
title="state " + param_name,
n_colors=self.model.n_colors)
def do(self, callback_name, *args):
print "plotting gradients"
grad_vals = self.grad_f(self.X)
keynames = sorted(self.blocks_model.parameters.keys())
for ii in xrange(len(keynames)):
param_name = keynames[ii]
val = grad_vals[ii]
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(
' ', '_')
base_fname_part1 = self.path + '/grads-' + filename_safe_name
base_fname_part2 = '_batch%06d' % self.main_loop.status[
'iterations_done']
viz.plot_parameter(val,
base_fname_part1,
base_fname_part2,
title="grad " + param_name,
n_colors=self.model.n_colors)
def do(self, callback_name, *args):
import sys
sys.setrecursionlimit(10000000)
print "plotting parameters"
for param in self.blocks_model.parameters:
param_name = param.name
filename_safe_name = '-'.join(param_name.split('/')[2:]).replace(
' ', '_')
base_fname_part1 = self.path + '/params-' + filename_safe_name
base_fname_part2 = '_batch%06d' % self.main_loop.status[
'iterations_done']
viz.plot_parameter(param.get_value(),
base_fname_part1,
base_fname_part2,
title=param_name,
n_colors=self.model.n_colors)
