lightseekorg--tokenspeed/python/tokenspeed/runtime/cache/kvstore_controller.py

# Copyright (c) 2026 LightSeek Foundation
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# SOFTWARE.

from __future__ import annotations

from collections.abc import Iterable

from tokenspeed.runtime.utils import get_colorful_logger, get_device_module

logger = get_colorful_logger(__name__)

device_module = get_device_module()


class LayerLoadingEvent:
    def __init__(self, num_layers: int):
        self._num_layers = num_layers
        self.load_events = [device_module.Event() for _ in range(num_layers)]
        self.start_event = device_module.Event()  # start event on controller stream

    def complete(self, layer_index: int) -> None:
        if not 0 <= layer_index < self._num_layers:
            raise IndexError(f"layer_index out of range: {layer_index}")
        self.load_events[layer_index].record()

    def wait(self, layer_index: int) -> None:
        device_module.current_stream().wait_event(self.load_events[layer_index])

    @property
    def finish_event(self):
        return self.load_events[-1]


class LayerDoneCounter:
    def __init__(self, num_layers: int):
        self.num_layers = num_layers
        # extra producer and consumer counters for overlap mode
        self.num_counters = 3
        self.events = [LayerLoadingEvent(num_layers) for _ in range(self.num_counters)]
        self.producer_index = -1
        self.consumer_indices: tuple[int, ...] = ()

    def update_producer(self):
        next_index = (self.producer_index + 1) % self.num_counters
        if not self.events[next_index].finish_event.query():
            self.events[next_index].finish_event.synchronize()
        self.producer_index = next_index
        return self.producer_index

    def set_consumer(self, indices: int | Iterable[int]):
        if isinstance(indices, int):
            self.consumer_indices = () if indices < 0 else (indices,)
            return
        deduped = []
        for index in indices:
            if index >= 0 and index not in deduped:
                deduped.append(index)
        self.consumer_indices = tuple(deduped)

    def wait_until(self, threshold: int):
        if not self.consumer_indices:
            return
        for consumer_index in self.consumer_indices:
            self.events[consumer_index].wait(threshold)

    def reset(self):
        self.producer_index = -1
        self.consumer_indices = ()