def save(self, path):
savedir = smartutils.create_folder(pjoin(path, type(self).__name__))
smartutils.save_dict_to_json_file(pjoin(savedir, "hyperparams.json"), self.hyperparameters)
params = {param.name: param.get_value() for param in self.parameters}
assert len(self.parameters) == len(params) # Implies names are all unique.
np.savez(pjoin(savedir, "params.npz"), **params)
def save(self, path):
savedir = utils.create_folder(pjoin(path, "model"))
hyperparameters = {'input_size': self.input_size,
'output_size': self.output_size}
utils.save_dict_to_json_file(pjoin(savedir, "meta.json"), {"name": self.__class__.__name__})
utils.save_dict_to_json_file(pjoin(savedir, "hyperparams.json"), hyperparameters)
params = {param.name: param.get_value() for param in self.parameters}
np.savez(pjoin(savedir, "params.npz"), **params)
def save(self, path):
super().save(path)
savedir = smartutils.create_folder(pjoin(path, type(self).__name__))
state = {
"version": 1,
"_srng_rstate": self.srng.rstate,
"_srng_state_updates": [state_update[0].get_value() for state_update in self.srng.state_updates],
}
np.savez(pjoin(savedir, "state.npz"), **state)
def save(self, path):
savedir = utils.create_folder(pjoin(path, "model"))
hyperparameters = {
'input_size': self.input_size,
'output_size': self.output_size
}
utils.save_dict_to_json_file(pjoin(savedir, "meta.json"),
{"name": self.__class__.__name__})
utils.save_dict_to_json_file(pjoin(savedir, "hyperparams.json"),
hyperparameters)
params = {param.name: param.get_value() for param in self.parameters}
np.savez(pjoin(savedir, "params.npz"), **params)
def save(self, path):
super().save(path)
savedir = smartutils.create_folder(pjoin(path, type(self).__name__))
state = {
"version":
1,
"_srng_rstate":
self.srng.rstate,
"_srng_state_updates": [
state_update[0].get_value()
for state_update in self.srng.state_updates
]
}
np.savez(pjoin(savedir, "state.npz"), **state)
def save(self, path):
savedir = smartutils.create_folder(pjoin(path, type(self).__name__))
smartutils.save_dict_to_json_file(pjoin(savedir, "hyperparams.json"),
self.hyperparameters)
params = {param.name: param.get_value() for param in self.parameters}
assert len(self.parameters) == len(
params) # Implies names are all unique.
np.savez(pjoin(savedir, "params.npz"), **params)
state = {
"version":
1,
"_srng_rstate":
self.srng.rstate,
"_srng_state_updates": [
state_update[0].get_value()
for state_update in self.srng.state_updates
]
}
np.savez(pjoin(savedir, "state.npz"), **state)
