Based on high frequency data, domestic research on stock market intraday pattern started late and relatively few. For the problems of study only involved one aspect of the quality characteristics of stock market, and not eliminating the impact of interday effect, this paper took liquidity, volatility and effectiveness, the three quality characteristics of stock market, into account by selecting five market variables: bid-ask spread, market depth, trading volume, return and return volatility; and used GMM estimation to test intraday pattern after eliminating the interday effect’s impact by mean adjustment. Results are that the bid-ask spread, trading volume, return and volatility of return have significant intraday pattern, which are “L”, asymmetric “U”, “U” and “L” shape respectively, but the depth of the market do not have. Test results show that due to the existence of asymmetry information and other factors, the Shanghai stock market is weak efficient market.