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Re-use memory pool between benchmark runs #1495

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May 9, 2023
Merged

Re-use memory pool between benchmark runs #1495

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13 changes: 12 additions & 1 deletion cpp/bench/prims/common/benchmark.hpp
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Original file line number Diff line number Diff line change
Expand Up @@ -113,8 +113,19 @@ class fixture {
raft::device_resources handle;
rmm::cuda_stream_view stream;

fixture() : stream{handle.get_stream()}
fixture(bool use_pool_memory_resource = false) : stream{handle.get_stream()}
{
// Cache memory pool between test runs, since it is expensive to create.
// This speeds up the time required to run the select_k bench by over 3x.
// This is part of the fixture class here so that the pool will get cleaned
// up, rather than outliving the benchmarks that require it.
static std::unique_ptr<using_pool_memory_res> memory_pool;
if (use_pool_memory_resource) {
if (!memory_pool) { memory_pool.reset(new using_pool_memory_res()); }
} else if (memory_pool) {
memory_pool.reset();
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I'm not following what an empty reset() is doing here. I'm reading this line as "a new memory pool is created", but your analysis shows that's not the case. Could you please explain?

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This frees the memory being allocated by the memory pool - like in this case use_pool_memory_resource is false, and the empty reset will free up any previously allocated memory pool.

}

int l2_cache_size = 0;
int device_id = 0;
RAFT_CUDA_TRY(cudaGetDevice(&device_id));
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4 changes: 2 additions & 2 deletions cpp/bench/prims/matrix/select_k.cu
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Expand Up @@ -42,7 +42,8 @@ using namespace raft::bench; // NOLINT
template <typename KeyT, typename IdxT, select::Algo Algo>
struct selection : public fixture {
explicit selection(const select::params& p)
: params_(p),
: fixture(true),
params_(p),
in_dists_(p.batch_size * p.len, stream),
in_ids_(p.batch_size * p.len, stream),
out_dists_(p.batch_size * p.k, stream),
Expand Down Expand Up @@ -72,7 +73,6 @@ struct selection : public fixture {
void run_benchmark(::benchmark::State& state) override // NOLINT
{
device_resources handle{stream};
using_pool_memory_res res;
try {
std::ostringstream label_stream;
label_stream << params_.batch_size << "#" << params_.len << "#" << params_.k;
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5 changes: 2 additions & 3 deletions cpp/bench/prims/neighbors/knn.cuh
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Expand Up @@ -222,7 +222,8 @@ struct brute_force_knn {
template <typename ValT, typename IdxT, typename ImplT>
struct knn : public fixture {
explicit knn(const params& p, const TransferStrategy& strategy, const Scope& scope)
: params_(p),
: fixture(true),
params_(p),
strategy_(strategy),
scope_(scope),
dev_mem_res_(strategy == TransferStrategy::MANAGED),
Expand Down Expand Up @@ -274,8 +275,6 @@ struct knn : public fixture {
"device (TransferStrategy::NO_COPY)");
}

using_pool_memory_res default_resource;

try {
std::ostringstream label_stream;
label_stream << params_ << "#" << strategy_ << "#" << scope_;
Expand Down