Files
kernbench2/src/kernbench/policy/address/allocator.py
T
ywkang 08812eda58 Add virtual memory support: PE_MMU, VA allocator, fabric MmuMapMsg
Implement VA/MMU layer (ADR-0011 Phase 1) enabling Triton kernels to use
contiguous virtual addresses on sharded tensors.

Key changes:
- PE_MMU component: hybrid inbox (MmuMapMsg) + sync translate() for PE_DMA
- VirtualAllocator + PEMemAllocator: free-list with coalescing
- MmuMapMsg/MmuUnmapMsg fabric path with SIP-level routing
- DPPolicy-based mapping: replicate=local, sharded=broadcast
- Tensor lifecycle: del + weakref cleanup, context manager
- Rename: TensorHandle.pa→addr, DmaReadCmd.src_pa→src_addr, ctx→torch

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-26 00:01:47 -07:00

153 lines
4.6 KiB
Python

from __future__ import annotations
import bisect
from dataclasses import dataclass
from kernbench.policy.address.phyaddr import PhysAddr
class AllocationError(Exception):
pass
@dataclass(frozen=True)
class AddressConfig:
sip_count: int
cubes_per_sip: int
pes_per_cube: int
hbm_bytes_per_cube: int
hbm_slices_per_cube: int
tcm_bytes_per_pe: int
tcm_scheduler_reserved_bytes: int
sram_bytes_per_cube: int
@property
def hbm_slice_bytes(self) -> int:
return self.hbm_bytes_per_cube // self.hbm_slices_per_cube
@property
def tcm_allocatable_bytes(self) -> int:
return self.tcm_bytes_per_pe - self.tcm_scheduler_reserved_bytes
class _FreeList:
"""Offset-based free-list allocator with coalescing."""
def __init__(self, capacity: int) -> None:
self._capacity = capacity
self._used = 0
self._free: list[tuple[int, int]] = [(0, capacity)] # (offset, size)
@property
def used(self) -> int:
return self._used
@property
def total(self) -> int:
return self._capacity
def alloc(self, nbytes: int) -> int:
"""Allocate nbytes, return offset. Raises AllocationError if full."""
for i, (start, size) in enumerate(self._free):
if size >= nbytes:
if size == nbytes:
self._free.pop(i)
else:
self._free[i] = (start + nbytes, size - nbytes)
self._used += nbytes
return start
raise AllocationError(
f"overflow: need {nbytes}, "
f"largest free block {max((s for _, s in self._free), default=0)}"
)
def free(self, offset: int, nbytes: int) -> None:
"""Return a range to the free-list with coalescing."""
self._used -= nbytes
new_start = offset
new_end = offset + nbytes
idx = bisect.bisect_left(self._free, (offset,))
# Coalesce with previous block
if idx > 0:
prev_start, prev_size = self._free[idx - 1]
if prev_start + prev_size == new_start:
new_start = prev_start
idx -= 1
self._free.pop(idx)
# Coalesce with next block
if idx < len(self._free):
next_start, next_size = self._free[idx]
if new_end == next_start:
new_end = next_start + next_size
self._free.pop(idx)
self._free.insert(idx, (new_start, new_end - new_start))
class PEMemAllocator:
def __init__(
self, rack_id: int, sip_id: int, cube_id: int, pe_id: int, cfg: AddressConfig,
) -> None:
self._rack_id = rack_id
self._sip_id = sip_id
self._cube_id = cube_id
self._pe_id = pe_id
self._cfg = cfg
self._hbm = _FreeList(cfg.hbm_slice_bytes)
self._tcm = _FreeList(cfg.tcm_allocatable_bytes)
def alloc_hbm(self, nbytes: int) -> PhysAddr:
try:
offset = self._hbm.alloc(nbytes)
except AllocationError:
raise AllocationError(
f"HBM overflow: need {nbytes}, "
f"available {self._cfg.hbm_slice_bytes - self._hbm.used}"
)
return PhysAddr.pe_hbm_addr(
rack_id=self._rack_id, sip_id=self._sip_id, cube_id=self._cube_id,
pe_id=self._pe_id, pe_local_hbm_offset=offset,
slice_size_bytes=self._cfg.hbm_slice_bytes,
)
def free_hbm(self, pa: PhysAddr, nbytes: int) -> None:
# Extract PE-local offset from the PA's hbm_offset
pe_slice_start = self._pe_id * self._cfg.hbm_slice_bytes
offset = pa.hbm_offset - pe_slice_start
self._hbm.free(offset, nbytes)
def alloc_tcm(self, nbytes: int) -> PhysAddr:
try:
offset = self._tcm.alloc(nbytes)
except AllocationError:
raise AllocationError(
f"TCM overflow: need {nbytes}, "
f"available {self._cfg.tcm_allocatable_bytes - self._tcm.used}"
)
return PhysAddr.pe_tcm_addr(
rack_id=self._rack_id, sip_id=self._sip_id, cube_id=self._cube_id,
pe_id=self._pe_id, tcm_offset=offset,
)
def free_tcm(self, pa: PhysAddr, nbytes: int) -> None:
self._tcm.free(pa.sub_offset, nbytes)
@property
def hbm_used(self) -> int:
return self._hbm.used
@property
def hbm_total(self) -> int:
return self._cfg.hbm_slice_bytes
@property
def tcm_used(self) -> int:
return self._tcm.used
@property
def tcm_total(self) -> int:
return self._cfg.tcm_allocatable_bytes