Let $\Omega$ be a measure space with measure $\mu$.
(Here, a measure is only meant to be countable additive!)
Consider a subset $A\in\Sigma$.
Then according to the wikipedia article it is an atom if: $$(1)\quad\forall E\subseteq A:\quad\mu(E)<\mu(A)\implies\mu(E)=0\quad(\mu(A)>0)$$ and according to the paper by Johnson it is an atom if: $$(2)\quad\forall E\in\Sigma:\quad\mu(E\cap A)=0\lor\mu(E^c\cap A)=0\quad(\mu(A)>0)$$
Now, these definitions agree for the really trivial cases: $$\mu\equiv0$$ $$\mu\equiv\infty$$ but they differ for the less trivial case: $$\quad\mu(E\neq\varnothing):=\infty,\,\mu(\varnothing):=0$$ namely the atoms are w.r.t. (1) all nonempty subsets whereas w.r.t. (2) only the singletons.
Excluding this pathological case, are the definitions equivalent?
(More precisely, assume there exists a measurable subset $0<\mu(F)<\infty$.)
So far I checked that: $$(2)\implies(1):\quad\mu(E)<\mu(A)\implies\mu(A\setminus E)>0\implies\mu(E)=0$$ but what about the other direction?