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272 lines (242 loc) · 11.6 KB
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#pragma once
#include "ninfer/types.h"
#include "runtime/contract/execution.h"
#include <algorithm>
#include <array>
#include <cstddef>
#include <cstdint>
#include <deque>
#include <memory>
#include <optional>
#include <span>
#include <stdexcept>
#include <vector>
namespace ninfer::runtime {
// Membership and fairness only. Native stores own every physical reservation.
template <class Request>
class Scheduler {
public:
using RequestPtr = std::shared_ptr<Request>;
using SequenceHandle = typename Request::SequenceHandle;
struct RoundMembership {
std::array<std::uint32_t, kMaximumConcurrency> lanes{};
std::array<SequenceHandle, kMaximumConcurrency> sequences{};
std::array<RoundBudget, kMaximumConcurrency> budgets{};
std::size_t size = 0;
[[nodiscard]] bool empty() const noexcept { return size == 0; }
[[nodiscard]] std::span<const std::uint32_t> lane_span() const noexcept {
return {lanes.data(), size};
}
[[nodiscard]] std::span<const SequenceHandle> sequence_span() const noexcept {
return {sequences.data(), size};
}
[[nodiscard]] std::span<const RoundBudget> budget_span() const noexcept {
return {budgets.data(), size};
}
};
struct ControlMembership {
std::array<std::uint32_t, kMaximumConcurrency> lanes{};
std::array<SequenceHandle, kMaximumConcurrency> sequences{};
std::vector<TokenId> tokens;
std::uint32_t row_stride = 0;
std::size_t size = 0;
[[nodiscard]] bool empty() const noexcept { return size == 0; }
[[nodiscard]] std::span<const std::uint32_t> lane_span() const noexcept {
return {lanes.data(), size};
}
[[nodiscard]] std::span<const SequenceHandle> sequence_span() const noexcept {
return {sequences.data(), size};
}
};
template <class Slots>
[[nodiscard]] RoundMembership build_round_membership(const Slots& slots,
std::uint32_t max_concurrency) const {
RoundMembership membership;
for (std::uint32_t lane = 0; lane < max_concurrency; ++lane) {
const auto& request = slots[lane];
if (request == nullptr || !request->is_decode_ready() || request->capture_pending) {
continue;
}
if (!request->budget) {
throw std::logic_error("decode-ready request has no generation budget");
}
if (!request->sequence) {
throw std::logic_error("decode-ready request has no sequence handle");
}
membership.lanes[membership.size] = lane;
membership.sequences[membership.size] = *request->sequence;
membership.budgets[membership.size] = RoundBudget{
.generated_tokens_remaining = request->recovery_pending
? 1U
: request->output.model_token_budget_remaining(
request->budget->remaining()),
};
if (membership.budgets[membership.size].generated_tokens_remaining == 0) {
throw std::logic_error("decode-ready request has no licensed model tokens");
}
++membership.size;
}
return membership;
}
template <class Slots>
[[nodiscard]] ControlMembership build_control_membership(const Slots& slots,
std::uint32_t max_concurrency) const {
ControlMembership membership;
for (std::uint32_t lane = 0; lane < max_concurrency; ++lane) {
const auto& request = slots[lane];
if (request == nullptr || !request->is_control_ready() || request->capture_pending) {
continue;
}
if (!request->budget || !request->sequence) {
throw std::logic_error("control-ready request has no generation state");
}
const std::span<const TokenId> control = request->output.pending_control_tokens();
if (control.empty() || control.size() > request->budget->remaining()) {
throw std::logic_error("control-ready request has no admissible control span");
}
if (membership.row_stride == 0) {
membership.row_stride = static_cast<std::uint32_t>(control.size());
membership.tokens.reserve(static_cast<std::size_t>(membership.row_stride) *
max_concurrency);
} else if (control.size() != membership.row_stride) {
throw std::logic_error("compact control membership has ragged target spans");
}
membership.lanes[membership.size] = lane;
membership.sequences[membership.size] = *request->sequence;
membership.tokens.insert(membership.tokens.end(), control.begin(), control.end());
++membership.size;
}
return membership;
}
template <class Slots>
[[nodiscard]] std::optional<std::uint32_t>
next_prefill(const Slots& slots, std::uint32_t concurrency) const noexcept {
for (std::uint32_t offset = 0; offset < concurrency; ++offset) {
const std::uint32_t lane = (prefill_cursor_ + offset) % concurrency;
const auto& request = slots[lane];
if (request && (request->is_prefilling() || request->is_replaying()) &&
!request->capture_pending) {
return lane;
}
}
return std::nullopt;
}
void prefill_executed(std::uint32_t lane, std::uint32_t concurrency) noexcept {
prefill_cursor_ = (lane + 1U) % concurrency;
}
// Queue/capacity changes start a bounded pass. Ordinary decode cycles only continue
// an unfinished pass; they do not restart failed admission checks.
void begin_admission_scan() noexcept { admission_scan_requested_ = true; }
[[nodiscard]] bool admission_scan_pending() const noexcept {
return admission_scan_requested_ || !admission_scan_remaining_.empty();
}
void admission_candidate_checked(std::uint64_t request_id) noexcept {
std::erase(admission_scan_remaining_, request_id);
if (request_id != admission_scan_head_) { scan_after_ = request_id; }
}
// Only a successful younger admission consumes the older request's bypass allowance.
[[nodiscard]] std::vector<RequestPtr> fresh_candidates(const std::deque<RequestPtr>& fresh,
std::uint32_t concurrency) {
std::vector<RequestPtr> candidates;
if (fresh.empty()) {
admission_scan_requested_ = false;
admission_scan_remaining_.clear();
return candidates;
}
admission_scan_head_ = fresh.front()->id;
std::size_t limit = fresh.size();
for (std::size_t i = 0; i < fresh.size(); ++i) {
if (fresh[i]->admission_bypasses >= concurrency) {
limit = i + 1;
break;
}
}
if (admission_scan_requested_) {
admission_scan_remaining_.clear();
for (std::size_t i = 0; i < limit; ++i) {
admission_scan_remaining_.push_back(fresh[i]->id);
}
admission_scan_requested_ = false;
} else {
// Cancellation and a newly exhausted bypass allowance can remove eligibility
// while the pass is in progress. Keep tickets, not queue positions or iterators.
std::erase_if(admission_scan_remaining_, [&](std::uint64_t id) {
return std::none_of(fresh.begin(), fresh.begin() + limit,
[id](const auto& request) { return request->id == id; });
});
}
if (admission_scan_remaining_.empty()) { return candidates; }
candidates.push_back(fresh.front());
std::vector<RequestPtr> younger;
for (std::size_t i = 1; i < limit; ++i) {
if (std::find(admission_scan_remaining_.begin(), admission_scan_remaining_.end(),
fresh[i]->id) != admission_scan_remaining_.end()) {
younger.push_back(fresh[i]);
}
}
std::sort(younger.begin(), younger.end(),
[](const auto& a, const auto& b) { return a->id < b->id; });
const auto next = std::find_if(younger.begin(), younger.end(), [&](const auto& request) {
return request->id > scan_after_;
});
std::rotate(younger.begin(), next, younger.end());
const auto count = std::min<std::size_t>(concurrency, younger.size());
candidates.insert(candidates.end(), younger.begin(), younger.begin() + count);
return candidates;
}
void admitted(const std::deque<RequestPtr>& fresh, const Request& admitted,
std::uint32_t concurrency) const {
for (const auto& skipped : fresh) {
if (skipped->id == admitted.id) { return; }
if (skipped->admission_bypasses >= concurrency) {
throw std::logic_error("fresh admission exceeded the FIFO bypass allowance");
}
++skipped->admission_bypasses;
}
throw std::logic_error("admitted request is absent from the fresh queue");
}
template <class Slots>
[[nodiscard]] std::optional<std::uint32_t>
youngest_victim(const Slots& slots, std::uint32_t concurrency,
std::optional<std::uint64_t> priority_ticket = std::nullopt) const noexcept {
std::optional<std::uint32_t> oldest;
std::optional<std::uint32_t> youngest;
for (std::uint32_t lane = 0; lane < concurrency; ++lane) {
const auto& request = slots[lane];
if (!request || request->is_materializing() || request->is_model_finished()) {
continue;
}
if (!oldest || request->id < slots[*oldest]->id) { oldest = lane; }
if (!request->recovery_pending &&
(!priority_ticket || request->id > *priority_ticket) &&
(!youngest || request->id > slots[*youngest]->id)) {
youngest = lane;
}
}
if (!priority_ticket && youngest == oldest) { return std::nullopt; }
return youngest;
}
void preempted() noexcept {
restoration_event_ = false;
// The paused request waits for a capacity event. Its free lane can immediately
// serve another request that fits the remaining physical capacity.
begin_admission_scan();
}
// Completion, cancellation or a committed permanent shrink can make a snapshot fit.
// Returning speculative scratch at the end of an ordinary unit does not call this.
void capacity_released() noexcept { restoration_event_ = true; }
[[nodiscard]] bool should_restore(bool have_paused, bool resident_empty) const noexcept {
return have_paused && (resident_empty || restoration_event_);
}
// A successful restore keeps priority through replay and its first new execution unit.
void restoration_blocked() noexcept { restoration_event_ = false; }
void paused_queue_empty() noexcept { restoration_event_ = false; }
private:
std::uint32_t prefill_cursor_ = 0;
std::uint64_t scan_after_ = 0;
std::uint64_t admission_scan_head_ = 0;
std::vector<std::uint64_t> admission_scan_remaining_;
bool admission_scan_requested_ = false;
bool restoration_event_ = false;
};
} // namespace ninfer::runtime