gemma.cpp/util/topology.h

160 lines
5.2 KiB
C++

// Copyright 2024 Google LLC
// SPDX-License-Identifier: Apache-2.0
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef THIRD_PARTY_GEMMA_CPP_UTIL_TOPOLOGY_H_
#define THIRD_PARTY_GEMMA_CPP_UTIL_TOPOLOGY_H_
#include <stddef.h>
#include <stdint.h>
#include <vector>
// IWYU pragma: begin_exports
#include "hwy/base.h" // HWY_ASSERT
#include "hwy/contrib/thread_pool/topology.h"
// IWYU pragma: end_exports
#ifndef GEMMA_DISABLE_TOPOLOGY
#define GEMMA_DISABLE_TOPOLOGY 0
#endif // !GEMMA_DISABLE_TOPOLOGY
namespace gcpp {
// A slice of a 1D integer range such as the indices of packages or clusters.
// This allows assigning them to multiple instances of our binary.
class BoundedSlice {
public:
// Defaults to "use all detected".
BoundedSlice(size_t skip = 0, size_t max = 0) : skip_(skip), max_(max) {}
size_t Begin() const { return skip_; }
size_t Max() const { return max_; }
// STL-style one past the end.
size_t End(size_t detected) const {
return (max_ == 0) ? detected : HWY_MIN(detected, skip_ + max_);
}
// Number of elements in the slice.
size_t Num(size_t detected) const { return End(detected) - Begin(); }
bool Contains(size_t detected, size_t idx) const {
return Begin() <= idx && idx < End(detected);
}
template <class Func>
void Foreach(const char* name, size_t detected, const Func& func) {
if (Begin() >= detected) {
HWY_ABORT("Invalid skip=%zu for %s, detected=%zu", skip_, name, detected);
}
for (size_t i = Begin(); i < End(detected); ++i) {
func(i);
}
}
private:
// How many to skip, or equivalently, index of the first to use. It is an
// error if this is >= `detected`, because that would leave none for this
// instance to use.
size_t skip_;
// Upper bound on the number to use, or zero if no limit.
size_t max_;
};
// "LP" is a logical processor, a 0-based index passed to the OS.
using LPS = hwy::LogicalProcessorSet;
// Wraps hwy::Topology and only keeps the subset of packages and clusters
// apportioned by BoundedSlice, further limited by the OS affinity mask.
// NOTE: if topology is unknown or the OS affinity is too restrictive, we fall
// back to a single package and cluster.
class BoundedTopology {
public:
// `package_slice` must have `Max() == 1`. Others default to "use all".
BoundedTopology(BoundedSlice package_slice,
BoundedSlice cluster_slice = BoundedSlice(),
BoundedSlice lp_slice = BoundedSlice());
size_t NumNodes() const { return nodes_.Count(); }
const char* TopologyString() const { return topology_string_; }
class Cluster {
public:
explicit Cluster(const LPS& lps);
Cluster(const LPS& enabled_lps,
const std::vector<hwy::Topology::LP>& all_lps,
const hwy::Topology::Cluster& tcluster);
size_t NumWorkers() const { return num_workers_; }
// Returns vector with all enabled LPs, used for pinning.
std::vector<size_t> LPVector() const {
std::vector<size_t> lps;
lps.reserve(lps_.Count());
lps_.Foreach([&lps](size_t lp) { lps.push_back(lp); });
return lps;
}
const LPS& LPSet() const { return lps_; }
size_t Node() const { return node_; }
size_t PrivateKiB() const { return private_kib_; }
size_t SharedKiB() const { return shared_kib_; }
private:
// Enabled LPs; if topology is known, only the ones in this cluster.
LPS lps_;
// How many workers in the per-cluster pool. If 0, this Cluster is removed.
size_t num_workers_ = 0;
// NUMA node, set from hwy::Topology::LP::node.
size_t node_ = 0;
// L2 cache size in KiB, or 0 if unknown.
size_t private_kib_ = 0;
// L3 cache size in KiB, or 0 if unknown.
size_t shared_kib_ = 0;
}; // Cluster
size_t NumClusters() const { return clusters_.size(); }
const Cluster& GetCluster(size_t cluster_idx) const {
HWY_ASSERT(cluster_idx < clusters_.size());
return clusters_[cluster_idx];
}
// In case we are running with a subset of packages/clusters, these are added
// to the package/cluster indices for purposes of the thread name, so that
// they are distinct.
size_t SkippedPackages() const { return package_slice_.Begin(); }
size_t SkippedClusters() const { return cluster_slice_.Begin(); }
private:
void SplitLargeCluster(const LPS& enabled_lps,
hwy::Topology::Cluster tcluster);
bool InitFromTopology(const LPS& enabled_lps);
void InitFromLPs(const LPS& enabled_lps);
#if !GEMMA_DISABLE_TOPOLOGY
hwy::Topology topology_;
#endif
BoundedSlice package_slice_; // Within the entire detected topology.
BoundedSlice cluster_slice_;
std::vector<Cluster> clusters_;
char topology_string_[96];
LPS nodes_;
};
} // namespace gcpp
#endif // THIRD_PARTY_GEMMA_CPP_UTIL_TOPOLOGY_H_