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Don't estimate sketch batch size when rmm is used. (#6807)

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Jiaming Yuan 2021-03-31 15:29:56 +08:00 committed by GitHub
parent 10ae0f9511
commit 3039dd194b
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2 changed files with 9 additions and 0 deletions
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5
src/common/hist_util.cu
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@ -93,6 +93,11 @@ size_t SketchBatchNumElements(size_t sketch_batch_num_elements,
bst_row_t num_rows, bst_feature_t columns, bst_row_t num_rows, bst_feature_t columns,
size_t nnz, int device, size_t nnz, int device,
size_t num_cuts, bool has_weight) { size_t num_cuts, bool has_weight) {
#if defined(XGBOOST_USE_RMM) && XGBOOST_USE_RMM == 1
// device available memory is not accurate when rmm is used.
return nnz;
#endif // defined(XGBOOST_USE_RMM) && XGBOOST_USE_RMM == 1
if (sketch_batch_num_elements == 0) { if (sketch_batch_num_elements == 0) {
auto required_memory = RequiredMemory(num_rows, columns, nnz, num_cuts, has_weight); auto required_memory = RequiredMemory(num_rows, columns, nnz, num_cuts, has_weight);
// use up to 80% of available space // use up to 80% of available space

4
tests/cpp/common/test_hist_util.cu
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@ -45,6 +45,10 @@ TEST(HistUtil, DeviceSketch) {
} }
TEST(HistUtil, SketchBatchNumElements) { TEST(HistUtil, SketchBatchNumElements) {
#if defined(XGBOOST_USE_RMM) && XGBOOST_USE_RMM == 1
LOG(WARNING) << "Test not runnable with RMM enabled.";
return;
#endif // defined(XGBOOST_USE_RMM) && XGBOOST_USE_RMM == 1
size_t constexpr kCols = 10000; size_t constexpr kCols = 10000;
int device; int device;
dh::safe_cuda(cudaGetDevice(&device)); dh::safe_cuda(cudaGetDevice(&device));