Files
2024-10-30 22:14:35 +01:00

35 lines
927 B
Python

from .direct_q8 import Direct8BitOp, QDQDirect8BitOp
class QMaxPool(Direct8BitOp):
def __init__(self, onnx_quantizer, onnx_node):
super().__init__(onnx_quantizer, onnx_node)
def quantize(self):
node = self.node
assert node.op_type == "MaxPool"
# if version is less than 12, go to normal quantize.
if self.quantizer.opset_version < 12:
super(Direct8BitOp, self).quantize()
return
# Direct 8bits op
return super().quantize()
class QDQMaxPool(QDQDirect8BitOp):
def __init__(self, onnx_quantizer, onnx_node):
super().__init__(onnx_quantizer, onnx_node)
def quantize(self):
node = self.node
assert node.op_type == "MaxPool"
# if version is less than 12, just no change
if self.quantizer.opset_version < 12:
return
# Direct 8bits op
return super().quantize()