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20 lines
543 B
Python
20 lines
543 B
Python
import pandas as pd
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import matplotlib.pyplot as plt
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import seaborn as sns
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# 读取数据
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file_path = 'data.txt' # 替换为你的文件路径
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df = pd.read_csv(file_path, sep=r'\s+', names=['m', 'n', 'tflops'])
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# 创建数据透视表，行为 m，列为 n，值为 tflops
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pivot_table = df.pivot_table(index='m', columns='n', values='tflops')
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# 画热力图
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plt.figure(figsize=(10, 8))
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sns.heatmap(pivot_table, annot=True, fmt=".2f", cmap='viridis')
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plt.title('TFLOPS Heatmap')
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plt.xlabel('n')
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plt.ylabel('m')
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plt.tight_layout()
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plt.show()
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