The 50-year-old star, whose divorce was finalised earlier this week, wanted to work things out with Berry, reported People magazine.
"He always hoped that they could work things out. He never expected to be divorced. He and Halle always had a very passionate relationship. There was a lot of arguing, but also a lot of love," a source said.
Berry, 50, and Martinez split in October 2015 after two years of marriage.
The couple has agreed to share physical and legal custody of their 3-year-old son Maceo.
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