You can remember the meaning of 时光 with this easy mnemonic:
My girlfriend doesn't have time (时) for pretty lights (光) and romantic dinners.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.