qonnx.custom_op.channels_last.max_pool (module)

class qonnx.custom_op.channels_last.max_pool.MaxPool(onnx_node, onnx_opset_version=11)

Bases: qonnx.custom_op.channels_last.base_wrapped_op.ChannelsLastWrappedOp

get_nodeattr_types()

Returns a dict of permitted attributes for node, where: ret_dict[attribute_name] = (dtype, require, default_value, <allowed_values>) - dtype indicates which member of the ONNX AttributeProto will be utilized - require indicates whether this attribute is required - default_val indicates the default value that will be used if the attribute is not set - <allowed_values> (if specified) indicates that this attribute can only be set to one of the values in the set <allowed_values>. If not specified, all values permitted by dtype are allowed.

make_shape_compatible_op(model)

Returns a standard ONNX op which is compatible with this CustomOp for performing shape inference.

verify_node()

Verifies that all attributes the node needs are there and that particular attributes are set correctly. Also checks if the number of inputs is equal to the expected number.