tensorboardX is converting white/blank space and other non alphanumeric characters to underscore

tensorboardX is converting white/blank space and other non alphanumeric characters to underscore

Example:

writer.add_scalar("Episode / Total timesteps (mean)", -1500, 1) 

generates Episode_/_Total_timesteps__mean_ instead of the expected tag as done using PyTorch