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8 changes: 7 additions & 1 deletion auto_round/compressors/layer_config_resolver.py
Original file line number Diff line number Diff line change
Expand Up @@ -205,7 +205,13 @@ def normalize_item(item: Union[str, dict, "QuantizationScheme"], layer_name: str
ignore_layer_patterns = set()
if ignore_layers:
ignore_layers = ignore_layers.replace(" ", "").split(",")
ignore_layers = [name + "." if name[-1].isdigit() else name for name in ignore_layers]
# "layers.1" -> "layers.1." so it does not also match "layers.10", but only when modules sit
# under that name; a layer whose own name ends with a digit (e.g. "fc1") is kept as is.
module_names = [n for n, _ in model.named_modules()]
ignore_layers = [
name + "." if name[-1].isdigit() and any(name + "." in n for n in module_names) else name
for name in ignore_layers
]
ignore_layer_patterns = set(ignore_layers)

# 1. ignore_layers -> force 16
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7 changes: 7 additions & 0 deletions test/unit/common/utils/test_set_layer_config.py
Original file line number Diff line number Diff line change
Expand Up @@ -116,6 +116,13 @@ def test_block_level_name_ignores_entire_block(self, model_12layers):
assert layer_config["layers.0.fc1"]["bits"] == 16
assert layer_config["layers.0.fc2"]["bits"] == 16

def test_layer_name_ending_with_digit(self, model_12layers):
"""'fc1' and 'layers.0.fc2' end with a digit but name layers, so they must still be ignored."""
layer_config, _, _ = _call_set_layer_config(model_12layers, ignore_layers="fc1,layers.0.fc2")
assert layer_config["layers.11.fc1"]["bits"] == 16
assert layer_config["layers.0.fc2"]["bits"] == 16
assert layer_config["layers.1.fc2"]["bits"] == 4


class TestUnmatchedLayerConfigWarns:
"""An unrecognised key in layer_config must trigger a warning, not ValueError."""
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