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[Fix] 'replace the usage of keys of self.io_module ' #237

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[Fix] 'replace the usage of keys of self.io_module ' #237

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22 changes: 17 additions & 5 deletions mqbench/custom_quantizer/academic_quantizer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,10 +61,11 @@ def module_type_to_quant_input(self) -> tuple:
) + self.additional_module_type

def _get_post_act_8bit_node_name(self, model):
for node in self.io_module.values():
for _arg in node.args:
if isinstance(_arg, torch.fx.node.Node):
self.post_act_8bit_node_name.append(_arg.name)
for nodes in self.io_module.values():
for node in nodes:
for _arg in node.args:
if isinstance(_arg, torch.fx.node.Node):
self.post_act_8bit_node_name.append(_arg.name)

def _get_io_module(self, model):
total_args = []
Expand All @@ -77,11 +78,22 @@ def _get_io_module(self, model):
the_first_layer = True
total_args.append(_arg.name)
if the_first_layer:
self.io_module[node.target] = node
if node.target in self.io_module.keys():
# 如果已经创建过键值对了的话,列表中添加新的相关node
self.io_module[node.target].append(node)
else:
# 如果还没有创建键值对，则定义键值对
self.io_module[node.target] = [node]
if node.op == 'output':
for _arg in node.args:
if isinstance(_arg, torch.fx.node.Node):
self.io_module[_arg.target] = _arg
if _arg.target in self.io_module.keys():
# 如果已经创建过键值对了的话,列表中添加新的相关node
self.io_module[_arg.target].append(_arg)
else:
# 如果还没有创建键值对，则定义键值对
self.io_module[_arg.target] = [_arg]

def _find_act_quants(self, model: GraphModule) -> List:
nodes = list(model.graph.nodes)
Expand Down