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Method log

project_utils/visualization_utils.py:1026–1053  ·  view source on GitHub ↗
(self, *args, **kwargs)

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1024 self.chart = valid_plot_types[plot_type]
1025
1026 def log(self, *args, **kwargs):
1027 if self.win is not None and self.viz.win_exists(win=self.win, env=self.env):
1028 if len(args) != 2:
1029 raise ValueError("When logging to {}, must pass in x and y values (and optionally z).".format(
1030 type(self)))
1031 x, y = args
1032 self.chart(
1033 X=np.array([x]),
1034 Y=np.array([y]),
1035 update='append',
1036 win=self.win,
1037 env=self.env,
1038 opts=self.opts,
1039 **kwargs)
1040 else:
1041 if self.plot_type == 'scatter':
1042 chart_args = {'X': np.array([args])}
1043 else:
1044 chart_args = {'X': np.array([args[0]]),
1045 'Y': np.array([args[1]])}
1046 self.win = self.chart(
1047 win=self.win,
1048 env=self.env,
1049 opts=self.opts,
1050 **chart_args)
1051 # For some reason, the first point is a different trace. So for now
1052 # we can just add the point again, this time on the correct curve.
1053 self.log(*args, **kwargs)
1054
1055
1056class VisdomTextLogger(BaseVisdomLogger):

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