JiaruiLi/DeepHealthExpo
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Fix exposure encoding in DataParallel

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Jiarui Li
2026-07-09 10:47:23 +08:00
parent 4c60dbb9d9
commit 8976f1ed89
1 changed files with 6 additions and 5 deletions
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11
models.py
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@@ -190,13 +190,14 @@ class DeepHealth(nn.Module):
daily_mask = flatten_mask(exposure_daily_mask, exposure_daily) daily_mask = flatten_mask(exposure_daily_mask, exposure_daily)
monthly_mask = flatten_mask(exposure_monthly_mask, exposure_monthly) monthly_mask = flatten_mask(exposure_monthly_mask, exposure_monthly)
param = next(self.exposure_encoder.parameters()) exposure_device = exposure_daily.device
daily = daily.to(device=param.device, dtype=param.dtype) exposure_dtype = self.token_embedding.weight.dtype
monthly = monthly.to(device=param.device, dtype=param.dtype) daily = daily.to(device=exposure_device, dtype=exposure_dtype)
monthly = monthly.to(device=exposure_device, dtype=exposure_dtype)
if daily_mask is not None: if daily_mask is not None:
daily_mask = daily_mask.to(device=param.device) daily_mask = daily_mask.to(device=exposure_device)
if monthly_mask is not None: if monthly_mask is not None:
monthly_mask = monthly_mask.to(device=param.device) monthly_mask = monthly_mask.to(device=exposure_device)
exposure_emb = self.exposure_encoder( exposure_emb = self.exposure_encoder(
daily=daily, daily=daily,