Shares of semiconductor companies, including Advanced Micro Devices, Inc. ( NASDAQ : NASDAQ: AMD ), NVIDIA Corporation (NASDAQ: NASDAQ: NVDA ) and Applied Materials, Inc. (NASDAQ: NASDAQ: AMAT ), are trading lower amid overall market weakness during Wednesday's trading session.