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ops: Put weight cast on the offload stream (#10697)
This needs to be on the offload stream. This reproduced a black screen with low resolution images on a slow bus when using FP8.
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@ -110,9 +110,9 @@ def cast_bias_weight(s, input=None, dtype=None, device=None, bias_dtype=None, of
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for f in s.bias_function:
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bias = f(bias)
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weight = weight.to(dtype=dtype)
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if weight_has_function:
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if weight_has_function or weight.dtype != dtype:
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with wf_context:
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weight = weight.to(dtype=dtype)
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for f in s.weight_function:
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weight = f(weight)
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