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[ColoTensor] throw error when ColoInitContext meets meta parameter. (#2105)

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Jiarui Fang 2022-12-09 11:39:46 +08:00 committed by GitHub
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commit 05545bfee9
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1 changed files with 7 additions and 2 deletions
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5
colossalai/utils/model/colo_init_context.py
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@ -36,6 +36,11 @@ def _convert_to_coloparam(param: torch.nn.Parameter,
return param return param
# detaching tensor is necessary for optimizers. # detaching tensor is necessary for optimizers.
requires_grad = param.requires_grad requires_grad = param.requires_grad
if param.device.type == 'meta':
raise NotImplemented(
"ColoInitContext is initializing a model with meta parameters! This is not allowed right now!")
else:
# param is the global tensor. # param is the global tensor.
colo_param = ColoParameter(param.to(device=device, dtype=dtype), requires_grad=requires_grad) colo_param = ColoParameter(param.to(device=device, dtype=dtype), requires_grad=requires_grad)