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ClaudeandClaude Opus 5.5 781333407e kernels: one shared unforced MRT collision for blocked, channel and patch paths
BlockStep, BlockChannelStep and refinement.cu patch_collide each carried
the same compute_rho_u -> omega clamp -> collide_mrt_no_force sequence.
collide_mrt_unforced (collision_mrt.cuh, __forceinline__) now holds it
once; the three sites call it. Same operations in the same order: no
numerical, ABI or SRT change. The host source contract now requires one
helper definition and exactly one call per file, and forbids the old
inline sequence.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-21 01:15:47 +00:00
9 changed files with 30 additions and 324 deletions
+4 -14
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@@ -204,21 +204,11 @@ class PeriodicBlockStepper:
raise
def step(self, n=1):
"""Advance n steps: halo refresh, then core pull/collide, per step.
All n steps are enqueued in order on the one stream and the host waits
once before returning (same launches and bits as n step(1) calls).
Asynchronous device errors surface at that single wait, so they are not
attributed to the step that caused them; call step(1) repeatedly to
localize one. On any failure the instance is failed and step_count keeps
its entry value.
"""
"""Advance n steps: halo refresh, then core pull/collide, per step."""
if isinstance(n, bool) or not isinstance(n, Integral) or n < 0:
raise ValueError("n must be a nonnegative integer")
with self._lock, self.ctx.activate():
self._require("ready")
if n == 0:
return
kw = dict(block=self._block, stream=self._stream)
try:
self._status = "advancing"
@@ -234,9 +224,9 @@ class PeriodicBlockStepper:
self._step(self._current, self._spare, np.uint32(self.layout.halo),
self._tables.get("flags", np.uintp(0)), np.uintp(0), # no kind
grid=self._grid, **kw)
self._current, self._spare = self._spare, self._current # host handles only
self._stream.synchronize()
self._step_count += n
self._stream.synchronize()
self._current, self._spare = self._spare, self._current
self._step_count += 1
self._status = "ready"
except BaseException:
self._status = "failed"
+1 -5
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@@ -178,11 +178,7 @@ extern "C" __global__ void BlockStep(const fpxx* in, fpxx* out, unsigned int hal
else if (gy == d_block_wall.ny - 2) reconstruct_top_reservoir(f, RHO);
}
#if COLLISION_MODEL == 2
// Uniform MRT sequence (collide_dispatch, zero forcing); SRT path below unchanged.
float rho, ux, uy;
compute_rho_u(f, rho, ux, uy);
collide_mrt_no_force(f, rho, ux, uy,
fminf(OMEGA_COLLISION_MAX, fmaxf(OMEGA_COLLISION_MIN, d_params.omega)));
collide_mrt_unforced(f); // SRT path below unchanged.
#else
float rho, ux, uy, feq[NQ];
compute_rho_u(f, rho, ux, uy);
@@ -114,6 +114,16 @@ __device__ __forceinline__ void collide_mrt_no_force(float* __restrict__ g,
collide_mrt(g, rho, ux, uy, Fin, omega);
}
// Unforced MRT with the clamped device omega, as in collide_dispatch with zero
// forcing. Shared by the blocked, channel-root and dense-patch collisions.
__device__ __forceinline__ void collide_mrt_unforced(float* __restrict__ g)
{
float rho, ux, uy;
compute_rho_u(g, rho, ux, uy);
collide_mrt_no_force(g, rho, ux, uy,
fminf(OMEGA_COLLISION_MAX, fmaxf(OMEGA_COLLISION_MIN, d_params.omega)));
}
#elif LATTICE_MODEL == LATTICE_D3Q19
__device__ __forceinline__ void collide_mrt(float* __restrict__ g,
+1 -4
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@@ -37,10 +37,7 @@ __device__ unsigned int incoming_counts[NQ * TOTAL_CELLS];
__device__ __forceinline__ void patch_collide(float* f, unsigned long k) {
#if COLLISION_MODEL == 2
float rho, ux, uy;
compute_rho_u(f, rho, ux, uy);
collide_mrt_no_force(f, rho, ux, uy,
fminf(OMEGA_COLLISION_MAX, fmaxf(OMEGA_COLLISION_MIN, d_params.omega)));
collide_mrt_unforced(f);
#else
float rho, ux, uy, feq[NQ];
compute_rho_u(f, rho, ux, uy);
@@ -55,11 +55,7 @@ extern "C" __global__ void BlockChannelStep(
}
if (!wall && !outlet) {
#if COLLISION_MODEL == 2
// Match uniform MRT arithmetic (collide_dispatch, zero forcing).
float rho, ux, uy;
compute_rho_u(f, rho, ux, uy);
collide_mrt_no_force(f, rho, ux, uy,
fminf(OMEGA_COLLISION_MAX, fmaxf(OMEGA_COLLISION_MIN, d_params.omega)));
collide_mrt_unforced(f);
#else
// Match uniform SRT arithmetic, including its shifted equilibrium path.
float rho, ux, uy, feq[NQ], forcing[NQ] = {};
+7 -21
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@@ -822,41 +822,27 @@ class FixedPatchStepper:
grid=((pairs + self._block[0] - 1) // self._block[0], 1), **kw)
def step(self, n=1):
"""Advance G→G by n base intervals: level l takes 2**l hops per interval.
All n intervals are enqueued in order on the one stream, and the host waits
once, before returning; step(0) launches and waits for nothing. On return
the device work is complete, step_count and an open window cover all n
intervals, and the raw-exchange ledger holds the final interval only.
Asynchronous device errors surface at that single wait, so they are not
attributed to the interval that caused them; call step(1) repeatedly to
localize one (same launches, same bits). On any failure the instance is
failed, the exchange ledger and window are invalid, and step_count keeps
its value from entry to the failing call.
"""
"""Advance G→G by n base intervals: level l takes 2**l hops per interval."""
if isinstance(n, bool) or not isinstance(n, Integral) or n < 0:
raise ValueError("n must be a nonnegative integer")
with self._lock, self.ctx.activate():
self._require("ready")
if n == 0:
return
root = self._levels[0]
kw = dict(block=self._block, stream=self._stream)
try:
self._status = "advancing"
self._exchange_valid = False
for _ in range(n):
if self._observe_raw_exchange: # stream-ordered: holds the last interval only
if self._observe_raw_exchange:
self._exchange_valid = False
for b in self._level_boundaries:
if b is not None:
cuda.memset_d8_async(b.interval_integral, 0,
len(b.tables["cell"]) * 32, self._stream)
self._hop(0, root.current, root.spare, **kw)
root.current, root.spare = root.spare, root.current # host handles only
self._stream.synchronize()
self._step_count += n
self._exchange_valid = self._observe_raw_exchange
self._stream.synchronize()
root.current, root.spare = root.spare, root.current
self._step_count += 1
self._exchange_valid = self._observe_raw_exchange
self._status = "ready"
except BaseException:
self._window_valid = False
-104
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@@ -1,104 +0,0 @@
"""Host contract of PeriodicBlockStepper.step(n): one stream wait per call (mocked driver)."""
import ast
from contextlib import nullcontext
import importlib.util
from pathlib import Path
import types
from unittest.mock import Mock
import unittest
import numpy as np
from CelerisLab.config import LBMConfig
from CelerisLab.lbm.blocks import BlockLayout2D
def host_module():
"""block_stepper with pycuda/compiler replaced by mocks; no GPU context."""
# Locate the source without importing it: importing block_stepper loads pycuda.driver,
# which CPU-only import-boundary tests (test_build_contracts) must never see.
path = Path(importlib.util.find_spec("CelerisLab.lbm.block_stepper").origin)
tree = ast.parse(path.read_text())
tree.body = [node for node in tree.body if not (
isinstance(node, ast.Import) and any(a.name == "pycuda.driver" for a in node.names)
or isinstance(node, ast.ImportFrom) and node.module == "cuda")]
module = types.ModuleType("CelerisLab.lbm._test_host_block_stepper")
module.__package__ = "CelerisLab.lbm"
module.__dict__.update(cuda=Mock(), compiler=Mock())
exec(compile(tree, str(path), "exec"), module.__dict__)
return module
def backend():
host, log = host_module(), []
host.cuda.mem_get_info.return_value = (1 << 40, 1 << 40)
host.cuda.mem_alloc.side_effect = lambda size: Mock(size=size) # distinct buffers
module = Mock()
module.get_global.return_value = (Mock(), 20)
module.get_function.side_effect = lambda name: Mock(
side_effect=lambda *a, **k: log.append((name, a[:2])))
host.compiler.load_module.return_value = module
cfg = LBMConfig(nx=16, ny=16, viscosity=.1)
run = host.PeriodicBlockStepper(cfg, BlockLayout2D.build(16, 16, 8, 8),
context=Mock(activate=nullcontext, sm_arch="sm_70"))
run._stream.synchronize.side_effect = lambda: log.append(("sync", ()))
run.initialize(np.full((9, 16, 16), 1 / 9))
log.clear()
return run, log
class BlockStepSync(unittest.TestCase):
def test_step_n_waits_once_and_matches_n_single_steps(self):
many, log_many = backend()
many.step(3)
single, log_single = backend()
for _ in range(3):
single.step(1)
names = [name for name, _ in log_many]
self.assertEqual(names.count("sync"), 1)
self.assertEqual(names[-1], "sync")
self.assertEqual(names.count("BlockStep"), 3)
# Same launch order and buffer roles as three step(1) calls.
strip = lambda log: [(n, tuple(id(x) for x in a)) for n, a in log if n != "sync"]
roles = lambda run, log: [(n, tuple({id(run._current): "c", id(run._spare): "s"}.get(x, "-")
for x in ids)) for n, ids in strip(log)]
self.assertEqual([n for n, _ in strip(log_many)], [n for n, _ in strip(log_single)])
self.assertEqual(roles(many, log_many), roles(single, log_single))
self.assertIsNot(many._current, many._spare)
self.assertEqual((many.step_count, single.step_count), (3, 3))
def test_step_zero_launches_and_waits_for_nothing(self):
run, log = backend()
run.step(0)
self.assertEqual((log, run.step_count), ([], 0))
def test_failure_keeps_entry_step_count(self):
run, log = backend()
run.step(1)
run._stream.synchronize.side_effect = RuntimeError("device fault")
with self.assertRaises(RuntimeError):
run.step(2)
self.assertEqual((run.step_count, run._status), (1, "failed"))
def test_launch_failure_mid_batch_fails_closed_without_waiting(self):
run, log = backend()
calls = []
step = run._step
def failing(*args, **kwargs):
calls.append(1)
if len(calls) == 2:
raise RuntimeError("launch failure")
return step(*args, **kwargs)
run._step = failing
with self.assertRaises(RuntimeError):
run.step(3)
self.assertNotIn("sync", [name for name, _ in log])
self.assertEqual((run.step_count, run._status), (0, "failed"))
with self.assertRaises(RuntimeError):
run.download()
if __name__ == "__main__":
unittest.main()
+6 -1
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@@ -37,8 +37,13 @@ class RefinementMRTHost(unittest.TestCase):
self.assertIn("STORE_PRECISION != 0", source)
self.assertIn('#if COLLISION_MODEL == 2\n#include "operators/collision_mrt.cuh"\n#endif', source)
self.assertIn("USE_DDF_SHIFTING ||", refinement) # dense/mixed shifted stays rejected
# One shared unforced MRT body; each blocked/patch path calls it exactly once.
mrt = (KERNELS / "operators/collision_mrt.cuh").read_text()
self.assertEqual(mrt.count("void collide_mrt_unforced("), 1)
for source in (blocks, channel, refinement):
self.assertEqual(source.count("collide_mrt_no_force("), 1)
self.assertEqual(source.count("collide_mrt_unforced(f);"), 1)
self.assertNotIn("collide_mrt_no_force(", source)
self.assertNotIn("compute_rho_u(f, rho, ux, uy);\n collide_mrt", source)
if __name__ == "__main__": unittest.main()
-170
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@@ -1,170 +0,0 @@
"""Host contract of FixedPatchStepper.step(n): one stream wait per call (mocked driver).
All n base intervals are enqueued in order on the backend stream and the host
waits once before step returns. Launch order and buffer arguments must equal n
step(1) calls; completion metadata, raw-exchange and window ledgers, and failure
invalidation are published only after that wait.
"""
from contextlib import nullcontext
from unittest.mock import Mock
import unittest
import numpy as np
from CelerisLab.config import LBMConfig
from tests.unit.test_raw_exchange import body
from tests.unit.test_refinement_three_level_multipatch import host_module
BODY_LEVEL, HOPS = 3, 8 # body on L3: 2**3 hops per base interval
def backend(window=False):
"""Four-level host backend; every launch, memset and stream wait goes to one log."""
host = host_module()
log, allocations = [], []
def allocate(size):
allocations.append(Mock(size=size))
return allocations[-1]
module = Mock()
module.get_global.return_value = (Mock(), 20)
module.get_function.side_effect = lambda name: Mock(
side_effect=lambda *a, **k: log.append((name, a, k)))
host.compiler.load_module.return_value = module
host.cuda.mem_alloc.side_effect = allocate
host.cuda.memcpy_dtoh.side_effect = lambda array, pointer: array.fill(0)
host.cuda.memset_d8_async.side_effect = lambda *a: log.append(("memset", a, {}))
run = host.FixedPatchStepper(
LBMConfig(nx=48, ny=48, viscosity=.02), context=Mock(activate=nullcontext, sm_arch="sm_70"),
refinements=[[(6, 6, 26, 26)], [(20, 20, 44, 44)], [(56, 56, 72, 72)]],
level_blocks=[(4, 4)] * 4, level_objects=[(), (), (), (body(),)],
observe_raw_exchange=True, observe_window_exchange=window)
run._stream.synchronize.side_effect = lambda: log.append(("sync", (), {}))
run.initialize(*[np.full(level.shape, 1 / 9, np.float32) for level in run._levels])
log.clear()
return run, log, allocations
def signature(log, allocations):
"""Event names with device-pointer arguments replaced by allocation index."""
index = {id(a): i for i, a in enumerate(allocations)}
return [(name, tuple(index.get(id(a), "-") for a in args)) for name, args, _ in log]
def names(log):
return [name for name, _, _ in log]
class StepSync(unittest.TestCase):
def test_step1_waits_once_after_all_launches(self):
run, log, _ = backend()
run.step(1)
self.assertEqual(names(log).count("sync"), 1)
self.assertEqual(names(log)[-1], "sync")
self.assertEqual(names(log)[0], "memset")
self.assertEqual(names(log).count("BlockStep"), 1 + 2 + 4 + 8)
self.assertEqual(run.step_count, 1)
run.close()
def test_step_n_equals_n_step1_launches_with_one_wait(self):
single, single_log, single_alloc = backend()
for _ in range(3):
single.step(1)
batched, batched_log, batched_alloc = backend()
batched.step(3)
expected = [e for e in signature(single_log, single_alloc) if e[0] != "sync"]
got = signature(batched_log, batched_alloc)
self.assertEqual(got[-1][0], "sync")
self.assertEqual(names(batched_log).count("sync"), 1)
self.assertEqual(got[:-1], expected) # same order, same ping-pong buffers
self.assertEqual(names(batched_log).count("memset"), 3)
self.assertEqual(batched.step_count, single.step_count)
index = [{id(a): i for i, a in enumerate(alloc)} for alloc in (single_alloc, batched_alloc)]
self.assertEqual(index[1][id(batched._levels[0].current)],
index[0][id(single._levels[0].current)])
single.close()
batched.close()
def test_step0_launches_and_waits_for_nothing(self):
run, log, _ = backend()
run.step(2)
log.clear()
run.step(0)
self.assertEqual(log, [])
self.assertEqual(run.step_count, 2)
value = run.read_raw_exchange(0, level=BODY_LEVEL) # step(0) keeps the ledger valid
self.assertEqual((value["time_start"], value["time_end"]), (1, 2))
run.close()
def test_completion_metadata_covers_all_intervals(self):
run, _, _ = backend()
with self.assertRaisesRegex(RuntimeError, "completed"):
run.read_raw_exchange(0, level=BODY_LEVEL)
run.step(3)
value = run.read_raw_exchange(0, level=BODY_LEVEL)
self.assertEqual((value["time_start"], value["time_end"], value["sample_count"]),
(2, 3, HOPS)) # step(n) retains only the final base interval
run.step(2)
self.assertEqual(run.read_raw_exchange(0, level=BODY_LEVEL)["time_end"], 5)
run.close()
def test_window_accounting_across_batched_calls(self):
windows = []
for calls in ((1, 3), (4,), (1, 1, 1, 1)):
run, log, _ = backend(window=True)
run.step(1)
run.start_exchange_window()
log.clear()
for n in calls:
run.step(n)
self.assertEqual(names(log).count("BlockAccumulateExchange"), 2 * 4 * HOPS)
self.assertEqual(names(log).count("sync"), len(calls))
out = run.read_exchange_window(0, level=BODY_LEVEL)
windows.append((out["time_start"], out["time_end"], out["sample_count"]))
run.close()
self.assertEqual(windows, [(1., 5, 4 * HOPS)] * 3)
def test_failed_wait_publishes_nothing(self):
run, _, _ = backend(window=True)
run.step(2)
run.start_exchange_window()
run._stream.synchronize.side_effect = RuntimeError("device failure")
with self.assertRaisesRegex(RuntimeError, "device failure"):
run.step(3)
self.assertEqual(run.step_count, 2) # value at entry to the failing call
self.assertFalse(run._exchange_valid)
self.assertFalse(run._window_valid)
for read in (lambda: run.read_raw_exchange(0, level=BODY_LEVEL),
lambda: run.read_exchange_window(0, level=BODY_LEVEL), run.download,
lambda: run.step(1)):
with self.assertRaisesRegex(RuntimeError, "failed"):
read()
run._stream.synchronize.side_effect = None
run.close()
def test_launch_error_mid_batch_skips_wait_and_fails(self):
run, log, _ = backend()
run.step(1)
log.clear()
hop, calls = run._hop, []
def failing(index, *args, **kw):
if index == 0:
calls.append(1)
if len(calls) == 2:
raise RuntimeError("launch failure")
return hop(index, *args, **kw)
run._hop = failing
with self.assertRaisesRegex(RuntimeError, "launch failure"):
run.step(3)
self.assertNotIn("sync", names(log))
self.assertEqual(run.step_count, 1)
self.assertFalse(run._exchange_valid)
with self.assertRaisesRegex(RuntimeError, "failed"):
run.read_raw_exchange(0, level=BODY_LEVEL)
run.close()
if __name__ == "__main__":
unittest.main()