Shortcuts

Function torch::nn::functional::embedding

Function Documentation

Tensor torch::nn::functional::embedding(const Tensor &input, const Tensor &weight, const EmbeddingFuncOptions &options = {})

See https://pytorch.org/docs/master/nn.functional.html#torch.nn.functional.embedding about the exact behavior of this functional.

See the documentation for torch::nn::functional::EmbeddingFuncOptions class to learn what optional arguments are supported for this functional.

Example:

namespace F = torch::nn::functional;
F::embedding(input, weight, F::EmbeddingFuncOptions().norm_type(2.5).scale_grad_by_freq(true).sparse(true));

Docs

Access comprehensive developer documentation for PyTorch

View Docs

Tutorials

Get in-depth tutorials for beginners and advanced developers

View Tutorials

Resources

Find development resources and get your questions answered

View Resources