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Some missing fixes left from previous PRs #440

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Merged
merged 1 commit into from
Jun 26, 2024
Merged

Some missing fixes left from previous PRs #440

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4 changes: 4 additions & 0 deletions torchao/dtypes/affine_quantized_tensor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -480,6 +480,10 @@ def _apply_fn_to_data(self, fn):
self.scale_and_zero = fn(self.scale_and_zero)
return self

def __repr__(self):
int_data, scale, zero_point = self.get_plain()
return f"TensorCoreTiledAQTLayout(int_data={int_data}, scale={scale}, zero_point={zero_point})"

@classmethod
def __torch_dispatch__(cls, func, types, args, kwargs):
kwargs = {} if kwargs is None else kwargs
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7 changes: 0 additions & 7 deletions torchao/quantization/quant_api.py
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Expand Up @@ -310,13 +310,6 @@ def filter_fn(module: nn.Module, fqn: str) -> bool:
"""
if set_inductor_config:
torchao.quantization.utils.recommended_inductor_config_setter()
if isinstance(apply_tensor_subclass, str):
if apply_tensor_subclass not in _APPLY_TS_TABLE:
raise ValueError(f"{apply_tensor_subclass} not supported: {_APPLY_TS_TABLE.keys()}")
apply_tensor_subclass = _APPLY_TS_TABLE[apply_tensor_subclass]

assert not isinstance(apply_tensor_subclass, str)

_replace_with_custom_fn_if_matches_filter(
model,
_get_linear_subclass_inserter(apply_tensor_subclass),
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