Hi Vinoth,
This is unusual behavior! Have you tried replacing the TPS70148 with another part? If so, is the behavior the same on every TPS70148?
To help me better understand the conditions, could you please send me your PCB layout and a waveform containing input, output and load current from startup to the 60mA load?
Very Respectfully,
Ryan