diff --git a/example/export_samples.py b/example/export_samples.py index cec7929..79f0752 100644 --- a/example/export_samples.py +++ b/example/export_samples.py @@ -193,14 +193,14 @@ def main(): t_batch = torch.full((args.batch_size,), t, device=device, dtype=torch.long) eps_pred, logits = model(x_cont, x_disc, t_batch, cond) + a_t = alphas[t] + a_bar_t = alphas_cumprod[t] + if cont_target == "x0": x0_pred = eps_pred if cont_clamp_x0 > 0: x0_pred = torch.clamp(x0_pred, -cont_clamp_x0, cont_clamp_x0) eps_pred = (x_cont - torch.sqrt(a_bar_t) * x0_pred) / torch.sqrt(1.0 - a_bar_t) - - a_t = alphas[t] - a_bar_t = alphas_cumprod[t] coef1 = 1.0 / torch.sqrt(a_t) coef2 = (1 - a_t) / torch.sqrt(1 - a_bar_t) mean_x = coef1 * (x_cont - coef2 * eps_pred)