print(
" - Replace the default random number generator by "
"'from theano.sandbox.rng_mrg import MRG_RandomStreams "
"as RandomStreams', as this is is faster. It is still "
"experimental, but seems to work correctly.")
if config.device.startswith("gpu"):
print(
" - MRG_RandomStreams is the only random number"
" generator supported on the GPU.")
break
if not printed_tip:
print " Sorry, no tip for today."
register_mode('PROFILE_MODE', ProfileMode())
#needed to print the profile at the end automatically
prof_mode_instance_to_print = [predefined_modes["PROFILE_MODE"]]
def atexit_print_default_profile_mode():
"""Print the summary of the predefined mode ProfileMode if used.
This all to have the summary printed at exit when
config.mode=ProfileMode
"""
for prof_mode in prof_mode_instance_to_print:
if prof_mode.local_time > 0:
prof_mode.print_summary()
printed_tip = True
#tip 5
for a, t in apply_time.iteritems():
node = a[1]
if isinstance(node.op, RandomFunction):
printed_tip = True
print " - Replace the default random number generator by 'from theano.sandbox.rng_mrg import MRG_RandomStreams as RandomStreams', as this is is faster. It is still experimental, but seems to work correctly."
if config.device.startswith("gpu"):
print " - MRG_RandomStreams is the only random number generator supported on the GPU."
break
if not printed_tip:
print " Sorry, no tip for today."
register_mode('PROFILE_MODE',ProfileMode())
#needed to print the profile at the end automatically
prof_mode_instance_to_print=[predefined_modes["PROFILE_MODE"]]
def atexit_print_default_profile_mode():
"""Print the summary of the predefined mode PROFILE_MODE if used.
This all to have the summary printed at exit when
config.mode=PROFILE_MODE
"""
for prof_mode in prof_mode_instance_to_print:
if prof_mode.local_time>0:
prof_mode.print_summary()
#Register atexit_print_default_profile_mode to have the summary of the
new_optimizer = optimizer
if optimizer == "":
new_optimizer = self.provided_optimizer
new_mode = type(self)(linker=new_linker, optimizer=new_optimizer)
# If self is in the list or profiles to print, then add the
# new one as well
if self in prof_mode_instance_to_print:
prof_mode_instance_to_print.append(new_mode)
if message:
new_mode.message = message
return new_mode
register_mode("PROFILE_MODE", ProfileMode())
# needed to print the profile at the end automatically
prof_mode_instance_to_print = [predefined_modes["PROFILE_MODE"]]
def atexit_print_default_profile_mode():
"""
Print the summary of the predefined mode ProfileMode if used.
This all to have the summary printed at exit when config.mode=ProfileMode.
"""
for prof_mode in prof_mode_instance_to_print:
if prof_mode.local_time > 0: