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Add explicit template specialization for portability #5921

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Jul 22, 2020
Merged

Add explicit template specialization for portability #5921

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f70652c
Add explicit template specializations
hcho3 Jul 22, 2020
e0d1087
Adding Specialization for FileAdapterBatch
hcho3 Jul 22, 2020
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10 changes: 10 additions & 0 deletions src/data/data.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -933,7 +933,17 @@ void SparsePage::PushCSC(const SparsePage &batch) {
self_offset = std::move(offset);
}

template uint64_t
SparsePage::Push(const data::DenseAdapterBatch& batch, float missing, int nthread);
template uint64_t
SparsePage::Push(const data::CSRAdapterBatch& batch, float missing, int nthread);
template uint64_t
SparsePage::Push(const data::CSCAdapterBatch& batch, float missing, int nthread);
template uint64_t
SparsePage::Push(const data::DataTableAdapterBatch& batch, float missing, int nthread);
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namespace data {

// List of files that will be force linked in static links.
DMLC_REGISTRY_LINK_TAG(sparse_page_raw_format);
} // namespace data
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30 changes: 21 additions & 9 deletions src/tree/updater_quantile_hist.cc
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Expand Up @@ -282,21 +282,12 @@ void QuantileHistMaker::Builder<GradientSumT>::SetHistSynchronizer(
HistSynchronizer<GradientSumT>* sync) {
hist_synchronizer_.reset(sync);
}
template void QuantileHistMaker::Builder<double>::SetHistSynchronizer(
HistSynchronizer<double>* sync);
template void QuantileHistMaker::Builder<float>::SetHistSynchronizer(
HistSynchronizer<float>* sync);

template<typename GradientSumT>
void QuantileHistMaker::Builder<GradientSumT>::SetHistRowsAdder(
HistRowsAdder<GradientSumT>* adder) {
hist_rows_adder_.reset(adder);
}
template void QuantileHistMaker::Builder<double>::SetHistRowsAdder(
HistRowsAdder<double>* sync);
template void QuantileHistMaker::Builder<float>::SetHistRowsAdder(
HistRowsAdder<float>* sync);

template<typename GradientSumT>
void QuantileHistMaker::Builder<GradientSumT>::BuildHistogramsLossGuide(
ExpandEntry entry,
Expand Down Expand Up @@ -1356,6 +1347,27 @@ GradStats QuantileHistMaker::Builder<GradientSumT>::EnumerateSplit(
return e;
}

template struct QuantileHistMaker::Builder<float>;
template struct QuantileHistMaker::Builder<double>;
template void QuantileHistMaker::Builder<float>::PartitionKernel<uint8_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);
template void QuantileHistMaker::Builder<float>::PartitionKernel<uint16_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);
template void QuantileHistMaker::Builder<float>::PartitionKernel<uint32_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);
template void QuantileHistMaker::Builder<double>::PartitionKernel<uint8_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);
template void QuantileHistMaker::Builder<double>::PartitionKernel<uint16_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);
template void QuantileHistMaker::Builder<double>::PartitionKernel<uint32_t>(
const size_t node_in_set, const size_t nid, common::Range1d range,
const int32_t split_cond, const ColumnMatrix& column_matrix, const RegTree& tree);

XGBOOST_REGISTER_TREE_UPDATER(FastHistMaker, "grow_fast_histmaker")
.describe("(Deprecated, use grow_quantile_histmaker instead.)"
" Grow tree using quantized histogram.")
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