| 15 | |
| 16 | |
| 17 | class QuickDataset(torch.utils.data.Dataset): |
| 18 | def __init__(self, xs: torch.Tensor, ys: torch.Tensor): |
| 19 | self.xs = xs |
| 20 | self.ys = ys |
| 21 | assert self.xs.size(0) == self.ys.size(0) |
| 22 | |
| 23 | def __len__(self): |
| 24 | return self.xs.size(0) |
| 25 | |
| 26 | def __getitem__(self, i): |
| 27 | return ( |
| 28 | self.xs[i], # (dim_x,) |
| 29 | self.ys[i], # float |
| 30 | ) |
| 31 | |
| 32 | |
| 33 | class LinearRegressionTrain(BaseTrainProcess): |
no outgoing calls