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James Betker 2022-06-21 20:26:19 -06:00
parent f0117150d0
commit aeff1a4cc7
1 changed files with 2 additions and 2 deletions
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codes/trainer/injectors/gaussian_diffusion_injector.py
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@ -62,9 +62,9 @@ class GaussianDiffusionInjector(Injector):
def extra_metrics(self): def extra_metrics(self):
uqt = self.latest_timesteps > self.num_timesteps * 3 / 4 uqt = self.latest_timesteps > self.num_timesteps * 3 / 4
uql = (self.latest_mse_by_batch * uqt).sum() / uqt.sum() uql = (self.latest_mse_by_batch * uqt).sum() / uqt.sum() if uqt.sum() != 0 else 0
muqt = (self.latest_timesteps > self.num_timesteps / 2) * (self.latest_timesteps < self.num_timesteps * 3 / 4) muqt = (self.latest_timesteps > self.num_timesteps / 2) * (self.latest_timesteps < self.num_timesteps * 3 / 4)
muql = (self.latest_mse_by_batch * muqt).sum() / muqt.sum() muql = (self.latest_mse_by_batch * muqt).sum() / muqt.sum() if muqt.sum() != 0 else 0
d = { d = {
'upper_quantile_mse_loss': uql, 'upper_quantile_mse_loss': uql,
'mid_upper_quantile_mse_loss': muql, 'mid_upper_quantile_mse_loss': muql,