def construct_eval_run_cmd(self):
cmd = self.construct_default_run_cmd()
cmd += ["--output", self.get_fname("eval_spikes.pb")]
if self.stat:
cmd += ["--stat", self.get_fname("eval_stat.pb")]
model = self.get_fname("model.pb")
if not os.path.exists(model):
raise Exception("Can't find current model to run evaluation run")
cmd += ["--load", model, "--no-learning"]
if len(self.add_options) != 1:
raise Exception(
"Need one additional option with sim data to run evaluation")
cmd += [str_to_opt(self.add_options.keys()[0]), self.evaluation_data]
return {"cmd": cmd, "print_root_log_on_fail": self.slave}
def construct_cmd(self):
cmd = self.construct_default_run_cmd()
cmd += [
"--save",
self.get_fname("model.pb"),
"--output",
self.get_fname("spikes.pb"),
]
if self.stat:
cmd += ["--stat", self.get_fname("stat.pb")]
prev_model = self.get_fname("model.pb", self.current_epoch - 1)
if os.path.exists(prev_model):
cmd += ["--load", prev_model]
if self.no_learning:
cmd += ["--no-learning"]
for k, v in self.add_options.items():
cmd += [str_to_opt(k), v]
return {"cmd": cmd, "print_root_log_on_fail": self.slave}
def construct_eval_run_cmd(self):
cmd = self.construct_default_run_cmd()
cmd += [
"--output", self.get_fname("eval_spikes.pb")
]
if self.stat:
cmd += [
"--stat", self.get_fname("eval_stat.pb")
]
model = self.get_fname("model.pb")
if not os.path.exists(model):
raise Exception("Can't find current model to run evaluation run")
cmd += [
"--load", model,
"--no-learning"
]
if len(self.add_options) != 1:
raise Exception("Need one additional option with sim data to run evaluation")
cmd += [str_to_opt(self.add_options.keys()[0]), self.evaluation_data]
return { "cmd" : cmd, "print_root_log_on_fail" : self.slave }
def construct_cmd(self):
cmd = self.construct_default_run_cmd()
cmd += [
"--save", self.get_fname("model.pb"),
"--output", self.get_fname("spikes.pb"),
]
if self.stat:
cmd += [
"--stat", self.get_fname("stat.pb")
]
prev_model = self.get_fname("model.pb", self.current_epoch-1)
if os.path.exists(prev_model):
cmd += [
"--load", prev_model
]
if self.no_learning:
cmd += [
"--no-learning"
]
for k, v in self.add_options.items():
cmd += [str_to_opt(k), v]
return { "cmd" : cmd, "print_root_log_on_fail" : self.slave }
def get_opt(self, n):
return str_to_opt(n), str(self.__dict__[n])
def get_opt(self, n):
return str_to_opt(n), str(self.__dict__[n])
