Function find_layers

models/quantization.py:11–19

(module, layers=[nn.Conv2d, nn.Linear], name='')

def find_layers(module, layers=[nn.Conv2d, nn.Linear], name=''):
    if type(module) in layers:
        return {name: module}
    res = {}
    for name1, child in module.named_children():
        res.update(find_layers(
            child, layers=layers, name=name + '.' + name1 if name != '' else name1
        ))
    return res


# code based https://github.com/fpgaminer/GPTQ-triton