nn_utils_clip_grad_value_: Clips gradient of an iterable of parameters at specified...
In torch: Tensors and Neural Networks with 'GPU' Acceleration
View source: R/nn-utils-clip-grad.R
nn_utils_clip_grad_value_ R Documentation
Clips gradient of an iterable of parameters at specified value.
Description
Gradients are modified in-place.
Usage
nn_utils_clip_grad_value_(parameters, clip_value)
Arguments
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.
Details
The gradients are clipped in the range
\left[\mbox{-clip\_value}, \mbox{clip\_value}\right]
torch documentation built on June 7, 2023, 6:19 p.m.
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View source: R/nn-utils-clip-grad.R
| nn_utils_clip_grad_value_ | R Documentation |
Clips gradient of an iterable of parameters at specified value.
Description
Gradients are modified in-place.
Usage
nn_utils_clip_grad_value_(parameters, clip_value)
Arguments
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. |
Details
The gradients are clipped in the range
\left[\mbox{-clip\_value}, \mbox{clip\_value}\right]
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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