Preheat the oven to 375°F (190°C). Grease a 10×15-inch jelly roll pan and line it with parchment paper.
Mix chocolate cookie crumbs with melted butter and press evenly into the pan. Bake for 8–10 minutes. Cool completely.
Beat cream cheese and sugar until fluffy. Add sour cream, vanilla, and eggs one at a time. Fold in peanut butter and chopped Reese’s.
Spread the batter over the cooled crust. Bake for 12–15 minutes until set.
Loosen edges, invert onto a powdered sugar-dusted towel, and roll up gently with the towel inside. Cool completely.
Whip heavy cream to stiff peaks. Unroll the cooled cake, spread whipped cream evenly, sprinkle with chocolate and peanut butter chips, then carefully re-roll.
Drizzle with caramel sauce, sprinkle chocolate chips, peanut butter chips and chopped Reese’s. Chill for at least 2 hours before serving.