Clips gradient of an iterable of parameters at specified value.
Gradients are modified in-place.
nn_utils_clip_grad_value_(parameters, clip_value)
parameters |
(Iterable(Tensor) or Tensor): an iterable of Tensors or a single Tensor that will have gradients normalized |
clip_value |
(float or int): maximum allowed value of the gradients. |
The gradients are clipped in the range ≤ft[\mbox{-clip\_value}, \mbox{clip\_value}\right]
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