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43 lines
1.2 KiB
43 lines
1.2 KiB
7 months ago
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import matplotlib.pyplot as plt
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accuracy_0_list = []
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accuracy_1_list = []
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with open('vision/text-loss-0', 'r') as fp0:
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accuracy0 = fp0.readline().replace('\n', '')
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while accuracy0:
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accuracy_0_list.append(float(accuracy0))
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accuracy0 = fp0.readline().replace('\n', '')
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with open('vision/text-loss-1', 'r') as fp1:
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accuracy1 = fp1.readline().replace('\n', '')
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while accuracy1:
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accuracy_1_list.append(float(accuracy1))
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accuracy1 = fp1.readline().replace('\n', '')
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step_0_list = [i for i in range(len(accuracy_0_list))]
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step_1_list = [j for j in range(len(accuracy_1_list))]
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plt.subplot(2,2,1)
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plt.plot(step_0_list, accuracy_0_list, 'o-',label='loss-0', color='red')
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plt.plot(step_1_list, accuracy_1_list, 'o-', label='loss', color='green')
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plt.xlabel("step")
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plt.ylabel("test-loss")
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plt.legend(loc='lower right')
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plt.subplot(2,2,2)
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plt.plot(step_0_list, accuracy_0_list,'o-', label='loss-0', color='red')
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plt.xlabel("step")
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plt.ylabel("test-loss")
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plt.legend(loc='lower right')
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plt.subplot(2,2,3)
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plt.plot(step_1_list, accuracy_1_list, 'o-', label='loss-1', color='green')
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plt.xlabel("step")
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plt.ylabel("test-loss")
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plt.legend(loc='lower right')
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plt.show()
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