[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

@@ -226,9 +226,7 @@ struct GPUHistMakerDevice {
monitor.Init(std::string("GPUHistMakerDevice") + std::to_string(ctx_->gpu_id));
}
~GPUHistMakerDevice() { // NOLINT
dh::safe_cuda(cudaSetDevice(ctx_->gpu_id));
}
~GPUHistMakerDevice() = default;
void InitFeatureGroupsOnce() {
if (!feature_groups) {