@Srinivas,
Which SPI Flash part is. A lot of material on the web mention that routing of the signals for SPI Flash is tricky. Also can you send the schematic of the board between the SPI Flash and the TIVA along with the PCB routing details, on trace lengths, trace length match, track layout.
That would be useful to determine if the timing is optimal for your PCB
Amit