| title | order | snippet |
|---|---|---|
C++ Front-End |
7 |
```cpp
#include <torch/torch.h>
torch::nn::Linear model(num_features, 1);
torch::optim::SGD optimizer(model->parameters());
auto data_loader = torch::data::data_loader(dataset);
for (size_t epoch = 0; epoch < 10; ++epoch) {
for (auto batch : data_loader) {
auto prediction = model->forward(batch.data);
auto loss = loss_function(prediction, batch.target);
loss.backward();
optimizer.step();
}
}
```
|
The C++ frontend is a pure C++ interface to PyTorch that follows the design and architecture of the established Python frontend. It is intended to enable research in high performance, low latency and bare metal C++ applications.