?plt畫折線圖時，plt.annotate標記折線圖的點的數值。
def plot_ret(*ret_dicts):plt.figure(figsize=(10, 5))for ret_dict in ret_dicts:print(ret_dict["iters"])plt.plot([iter*4/1000 for iter in ret_dict["iters"]], ret_dict["ret"], marker='o', markersize=5, markerfacecolor='white', label=ret_dict["model"][:60]) #label=ret_dict["model"][:60]其中label比較長的需要取到所有字符，所以從24改為60# for i, txt in enumerate(ret_dict["ret"]):# plt.annotate("{:.3f}".format(txt), ([iter*4/1000 for iter in ret_dict["iters"]][i], ret_dict["ret"][i]))title = ret_dict["benchmark"]ax = plt.gca()ax.xaxis.set_major_locator(ticker.MultipleLocator(20))plt.legend(prop={"size":6})plt.grid(True)plt.title(title)plt.xlabel("token(B)")# plt.show()def plot_ret_8M(*ret_dicts):# plt.figure(figsize=(10, 5))for ret_dict in ret_dicts:print(ret_dict["iters"])plt.plot([iter*8/1000 for iter in ret_dict["iters"]], ret_dict["ret"], marker='o', markersize=5, markerfacecolor='white', label=ret_dict["model"][:60])for i, txt in enumerate(ret_dict["ret"]):plt.annotate("{:.3f}".format(txt), ([iter*8/1000 for iter in ret_dict["iters"]][i], ret_dict["ret"][i]))title = ret_dict["benchmark"]ax = plt.gca()ax.xaxis.set_major_locator(ticker.MultipleLocator(20))plt.legend(prop={"size":6})plt.grid(True)plt.title(title)plt.xlabel("token(B)")plt.show()
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