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torch.nn.utils.parameters_to_vector

function parameters_to_vector(parameters: Iterable<Tensor>): Tensor

Flatten an iterable of parameters into a single vector.

Parameters

parametersIterable<Tensor>
Iterable of Tensors to flatten

Returns

Tensor– A single 1D tensor containing all the parameters concatenated

Examples

const vec = torch.nn.utils.parameters_to_vector(model.parameters());
console.log(vec.shape); // [total_num_parameters]

See Also

  • PyTorch torch.nn.utils.parameters_to_vector()
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