[breaking] Remove the predictor param, allow fallback to prediction using DMatrix. (#9129)

- A `DeviceOrd` struct is implemented to indicate the device. It will eventually replace the `gpu_id` parameter.
- The `predictor` parameter is removed.
- Fallback to `DMatrix` when `inplace_predict` is not available.
- The heuristic for choosing a predictor is only used during training.
This commit is contained in:
Jiaming Yuan
2023-07-03 19:23:54 +08:00
committed by GitHub
parent 3a0f787703
commit 39390cc2ee
54 changed files with 1049 additions and 778 deletions

View File

@@ -395,6 +395,9 @@ std::shared_ptr<DMatrix> RandomDataGenerator::GenerateDMatrix(bool with_label, b
for (auto const& page : out->GetBatches<SparsePage>()) {
page.data.SetDevice(device_);
page.offset.SetDevice(device_);
// pull to device
page.data.ConstDeviceSpan();
page.offset.ConstDeviceSpan();
}
}
if (!ft_.empty()) {