During WWII after Germany invaded part of Europe did the German troops commit atrocity like Japanese in China?

Yes, but the Japanese did biological warfare experiments in Manchuria that were probably even worse than the German gas chambers, just not as widely publicized. Also, every army in history, including the US Army, have committed atrocities on some scale. Men in combat can do strange things because of the situations that arise.