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NormalInit

class mmengine.model.NormalInit(mean=0, std=1, **kwargs)[source]

Initialize module parameters with the values drawn from the normal distribution \(\mathcal{N}(\text{mean}, \text{std}^2)\).

Parameters
  • mean (int | float) – the mean of the normal distribution. Defaults to 0.

  • std (int | float) – the standard deviation of the normal distribution. Defaults to 1.

  • bias (int | float) – the value to fill the bias. Defaults to 0.

  • bias_prob (float, optional) – the probability for bias initialization. Defaults to None.

  • layer (str | list[str], optional) – the layer will be initialized. Defaults to None.

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