summaryrefslogtreecommitdiff
path: root/inversion/params_opt.py
blob: 7333cb95585292a28fb710d77c97f773c9606184 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
# ------------------------------------------------------------------------------
# Util class for hyperparams.
# ------------------------------------------------------------------------------

import json

class Params():
  """Class that loads hyperparameters from a json file."""

  def __init__(self, json_path):
    self.update(json_path)

  def __setitem__(self, key, item):
    self.__dict__[key] = item

  def __getitem__(self, key):
    return self.__dict__[key]

  def __repr__(self):
    return repr(self.__dict__)

  def __len__(self):
    return len(self.__dict__)

  def __delitem__(self, key):
    del self.__dict__[key]

  def save(self, json_path):
    """Saves parameters to json file."""
    with open(json_path, 'w') as f:
      json.dump(self.__dict__, f, indent=4)

  def update(self, *args, **kwargs):
    return self.__dict__.update(*args, **kwargs)

  # @property
  # def dict(self):
  #   """Gives dict-like access to Params instance."""
  #   return self.__dict__