21 lines
595 B
Python
21 lines
595 B
Python
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import numpy as np
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import matplotlib.pyplot as plt
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data = np.load("data_log_cnn_iter20_lr_1.0000e-03_1.0000e-03_1.0000e-03_-_1.0000e-03_0False_1False_2False_3False_klFalse_maxFalse.npy")
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plt.loglog(
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data[:, 0],
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100.0 * (1.0 - data[:, 1] / 10000.0),
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"k",
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label="CNN",
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)
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data = np.load("data_log_nnmf_iter20_lr_1.0000e-03_1.0000e-03_-_1.0000e-02_1.0000e-03_0False_1False_2False_3False_klFalse_maxFalse.npy")
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plt.loglog(data[:, 0], 100.0 * (1.0 - data[:, 1] / 10000.0), "b", label="NNMF")
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plt.legend()
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plt.xlabel("Epoch")
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plt.ylabel("Error [%]")
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plt.title("CIFAR10")
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plt.show()
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