You can eat it at any time. However, if the purpose is to gain muscle, avoid fat intake before and after exercise, and supplement intake with carbohydrates and protein. Excessive fat intake will inhibit your insulin and slow down muscle synthesis. The main nutrient of walnut is unsaturated fatty acid, which is a good thing, but it is also fat.