It's not surprising, higher cost of production means higher cost of goods produced. The question, however, is what the impact will be on the total cost of that good. It may cost more to have it made in the USA, Germany, or Japan than in Taiwan, but if shipping costs are lower, not to mention being able to avoid busy shipping ports and potential disruptions, not to mention manufacturing lead time, then the total cost could easily be lower. AMD and nVidia will no doubt keep Taiwan as their base for GPUs as they are closer to their manufacturing plants and will perhaps venture out to Japan if Taiwan is busy. Automotive, aviation, and other companies which manufacture goods in the USA, EU, and Japan, however, may easily come out better sourcing their chips locally.
We will also have to wait and see if Samsung, Texas Instruments, and Intel adopt the same policies.