If you remove that from your defense of him, there is nothing left.
He was weakly in support of the war before it started. That is a fact.
When he says he was against the way, he says it to differentiate himself from the people who voted for it.
When he does that, he is lying.
There is no evidence whatever to support any other conclusion. Anything that comes from after the war was in progress is of no relevance.