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@@ -16,19 +16,12 @@ class PaddleNormalDataset(Dataset): |
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class PaddleRandomDataset(Dataset): |
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def __init__(self, num_of_data=1000, features=64, labels=10): |
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self.num_of_data = num_of_data |
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self.x = [ |
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paddle.rand((features,)) |
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for i in range(num_of_data) |
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] |
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self.y = [ |
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paddle.rand((labels,)) |
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for i in range(num_of_data) |
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] |
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def __init__(self, num_samples, num_features): |
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self.x = paddle.randn((num_samples, num_features)) |
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self.y = self.x.argmax(axis=-1) |
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def __len__(self): |
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return self.num_of_data |
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return len(self.x) |
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def __getitem__(self, item): |
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return {"x": self.x[item], "y": self.y[item]} |
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