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Add export support for TEQ #1910

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Merged
merged 5 commits into from
Jul 11, 2024
Merged

Add export support for TEQ #1910

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ae231b2
export teq model
yiliu30 Jul 11, 2024
e508c94
fixed export
yiliu30 Jul 11, 2024
21c5e28
fixed the quant tensor
yiliu30 Jul 11, 2024
0a185d7
disable some check
yiliu30 Jul 11, 2024
3c531fe
merge with master
yiliu30 Jul 11, 2024
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fixed export 
Signed-off-by: yiliu30 <[email protected]>
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@yiliu30
yiliu30 committed Jul 11, 2024
commit e508c942a63bd323be0d0ff1f120c408da9af83e
6 changes: 5 additions & 1 deletion neural_compressor/torch/algorithms/weight_only/teq.py
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Expand Up @@ -290,7 +290,11 @@ def quantize(self, **kwargs):
weight = m.weight.detach()
if isinstance(m, torch.nn.Linear): # pragma: no cover
int_weight, scale, zp = quant_tensor(
weight.data, num_bits=num_bits, group_size=group_size, scheme=scheme
weight.data,
num_bits=num_bits,
group_size=group_size,
scheme=scheme,
return_int=True,
)
int_weight = int_weight.t_().contiguous() if transpose else int_weight
scale = scale.t_().contiguous() if transpose else scale
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