Merge branch 'master' into dr-support-pip-cm

This commit is contained in:
Dr.Lt.Data
2025-06-21 23:51:13 +09:00
2 changed files with 9 additions and 1 deletions

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@@ -1024,6 +1024,8 @@ class CosmosPredict2(BaseModel):
def process_timestep(self, timestep, x, denoise_mask=None, **kwargs):
if denoise_mask is None:
return timestep
if denoise_mask.ndim <= 4:
return timestep
condition_video_mask_B_1_T_1_1 = denoise_mask.mean(dim=[1, 3, 4], keepdim=True)
c_noise_B_1_T_1_1 = 0.0 * (1.0 - condition_video_mask_B_1_T_1_1) + timestep.reshape(timestep.shape[0], 1, 1, 1, 1) * condition_video_mask_B_1_T_1_1
out = c_noise_B_1_T_1_1.squeeze(dim=[1, 3, 4])