ClaudeandClaude Opus 5.5
2b10b01c49
Retired with the dense refinement route (results recorded at1573942and2469af7or named as accepted losses): - test_refinement_blocked_base: BlockedBaseGPU exact parity (3 tests), DenseBlockedRouteParity (6 tests incl. MRT and two bodies), DenseBlockedRouteCPU (capability matrix, ledger comparator); - test_refinement_blocked_fine: BlockedFineGPU dense-vs-blocked (3 tests); - test_refinement_mrt_gpu: test_dense_versus_blocked_mrt_two_level; - test_raw_exchange_gpu: test_dense_fine_storage_reference (private link_exchange cut-link oracle, accepted loss); - test_refinement_gpu: test_bounded_equivalence_and_ownership (dense CELERIS_REFINEMENT_AUDIT ownership counters, accepted loss); its physics stays in test_bounded_equivalence_blocked; eight_steps loses the audit branch and the misleading 'ownership/counts PASS' label; - test_fine_surface_gpu: test_fine_surface_four_hops (dense per-hop flux ledger, CurvedLinkSoA reflection oracle, audit counts: accepted losses; raw exchange covers the boundary part only, not full flux closure) and the dense SoA fault tests (missing surface buffer, close frees SoA); blocked equivalents remain in test_refinement_blocked_fine/_base; - test_raw_exchange.test_dense_observation_rejected_before_device_access. New TileContractCPU: level_blocks omitted/None/wrong length/None entry/ wrong arity/non-integer/bool/non-positive/non-tuple/not dividing all raise before CUDA; whole-level tiles reach CUDA. Rejection tests and fixtures pass tiles; launch-order and kernel-text tests follow the blocked root; examples/fixed_periodic_patch uses whole-level tiles (+ host tile test). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
276 lines
14 KiB
Python
276 lines
14 KiB
Python
"""Nested three-level FixedPatchStepper (child=..., single chain): CPU guards and GPU gates.
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Fixture = reviewed CPU probe: L0 16x16 periodic, L1 (4,4,12,12) -> 24x24 window,
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L2 (8,8,16,16) in L1 window cells -> 24x24 window; 4x4 blocks on every level.
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Run CPU and GPU classes in separate processes. GPU gates (frozen before any run):
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- uniform moving equilibrium stays on all three levels' ACTIVE leaves, |dG| <= 1e-6;
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- seeded non-equilibrium: every level's ACTIVE leaves finite, raw owner cores NaN on
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OUTER/covered (INNER partly invalid by contract, not asserted);
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- each L1 hop feeds L2 from the L1 buffer it is about to step (current, then the new
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G written by the first hop), never from L0: 2 child advances per coarse step.
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Numerical comparison against the CPU probe (G vs C(f)) is done by the acceptance run.
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"""
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from contextlib import nullcontext
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from dataclasses import replace
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import unittest
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from unittest.mock import Mock, patch
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import numpy as np
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import pycuda.driver as cuda
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from CelerisLab.config import LBMConfig
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from CelerisLab.lbm.equilibrium import compute_feq_d2q9
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from CelerisLab.lbm.refinement import ACTIVE, OUTER_GHOST
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from CelerisLab.lbm.refinement_stepper import FixedPatchStepper
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from test_refinement_blocked_fine import state, circle
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from test_refinement_blocked_base import raw
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CFG = LBMConfig(nx=16, ny=16, viscosity=.1)
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L1, L2 = (4, 4, 12, 12), (8, 8, 16, 16)
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B = (4, 4)
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def levels(l1=L1, l2=L2, blocks=(B, B, B), objects=((), (), ()), jets=((), (), ())):
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"""Level-list keywords for the scalar L1 patch with one scalar L2 child."""
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return dict(refinements=[l1, l2], level_blocks=list(blocks),
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level_objects=list(objects), level_jets=list(jets))
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KW = levels()
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def child_body(spec=None):
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from CelerisLab.body.geometry.circle import CircleGeometry
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from CelerisLab.body.objects import SimObject
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return SimObject(99, geometry=CircleGeometry(8., 8., .8), center=(8., 8.), radius=.8,
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surface_actuation=spec)
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def child_jet(speed=.002):
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from CelerisLab.body.jets import Jet, Tube, Parallel
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return Jet(Tube((6.5, 8.), 0., 3., .3), Parallel(0.), amplitude=speed)
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def mocked_child():
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from CelerisLab.cuda import compiler
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context = Mock(activate=nullcontext, sm_arch="sm_70")
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module = Mock(get_function=Mock(side_effect=lambda name: Mock(name=name)))
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module.get_global.return_value = (Mock(), 20)
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with patch.object(cuda, "Stream"), patch.object(cuda, "mem_get_info", return_value=(1 << 40, 1 << 40)), patch.object(compiler, "generate_config"), \
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patch.object(compiler, "compile_kernel"), patch.object(compiler, "cleanup_build_dir"), \
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patch.object(compiler, "load_module", return_value=module), \
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patch.object(cuda, "mem_alloc", side_effect=lambda size: Mock()), \
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patch.object(cuda, "memcpy_htod"):
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return FixedPatchStepper(CFG, context=context,
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**levels(objects=((), (), (child_body(),)), jets=((), (), (child_jet(),))))
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class ThreeLevelCPU(unittest.TestCase):
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def test_rejections_before_cuda(self):
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context = object() # never activated: every case must fail first
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bad = (levels(blocks=(B, B, None)), levels(blocks=(B, None, B)),
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levels(objects=((), (circle(),), ())), levels(l2=(4, 8, 16, 16)),
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levels(blocks=(B, B, (5, 4))))
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for kw in bad:
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with self.subTest(kw=kw), self.assertRaises(ValueError):
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FixedPatchStepper(CFG, context=context, **kw)
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# L2 bodies/Jets without an L2 level (one entry too many), and an L2 Jet without a body.
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two_level = dict(refinements=[L1], level_blocks=[B, B])
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for kw in (dict(two_level, level_objects=[(), (), (child_body(),)]),
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dict(two_level, level_jets=[(), (), (child_jet(),)]),
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levels(jets=((), (), (child_jet(),)))):
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with self.assertRaises(ValueError):
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FixedPatchStepper(CFG, context=context, **kw)
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with self.assertRaises(ValueError): # several L1 patches + scalar child: not yet
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FixedPatchStepper(LBMConfig(nx=32, ny=16, viscosity=.1), context=context,
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**levels(l1=((4, 4, 12, 12), (20, 4, 28, 12))))
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def test_four_halo_bfl_steps_and_fresh_middle_feeds(self):
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run = mocked_child()
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run._status = "ready"
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f, g = run._levels[1:]
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b = g.boundary
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events, feeds = [], []
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advance, gather = run._advance, run._gather_halo
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def record_feed(index, buffer, **kw): # index 2: L1 hop feeds L2
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if index == 2:
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self.assertIs(buffer, (f.current, f.spare)[len(feeds)])
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feeds.append(buffer)
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advance(index, buffer, **kw)
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def record_halo(level, buffer, **kw):
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if level is g:
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events.append(("halo", buffer))
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gather(level, buffer, **kw)
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b.kernel.side_effect = lambda buffer, *a, **k: events.append(("bfl", buffer))
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def record_step(src, dst, halo, flags, kind, **kw):
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self.assertIs(flags, b.flags)
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self.assertIs(kind, g.kind)
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events.append(("step", src))
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g.kernel.side_effect = record_step
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with patch.object(run, "_advance", side_effect=record_feed), \
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patch.object(run, "_gather_halo", side_effect=record_halo):
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run.step()
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self.assertEqual(feeds, [f.current, f.spare])
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expected = [(kind, buffer) for buffer in (g.current, g.spare, g.current, g.spare)
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for kind in ("halo", "bfl", "step")]
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self.assertEqual(events, expected)
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self.assertGreater(len(np.unique(b.tables["block"])), 1)
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# Negative control: reusing L1's old source at the midpoint must fail.
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feeds.clear()
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with patch.object(run, "_advance", side_effect=lambda index, buffer, **kw:
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record_feed(index, f.current if index == 2 else buffer, **kw)):
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with self.assertRaises(AssertionError):
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run.step()
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run.close()
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def test_child_update_isolated_and_failure_atomic(self):
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run = mocked_child()
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b = run._levels[2].boundary
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before = b.tables["surface_velocity"].copy()
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with self.assertRaises(IndexError):
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run.set_jet_amplitude(0, -.002) # default stays L1
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for level in (0, 3, True):
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with self.assertRaises(ValueError):
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run.set_jet_amplitude(0, -.002, level=level)
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with patch.object(cuda, "memcpy_htod") as upload:
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run.set_jet_amplitude(0, -.002, level=2)
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self.assertEqual(upload.call_count, 1)
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self.assertIs(upload.call_args.args[0], b.device["surface_velocity"])
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np.testing.assert_array_equal(b.tables["surface_velocity"], -before)
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self.assertEqual(run._jets, ())
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with patch.object(cuda, "memcpy_htod", side_effect=RuntimeError("copy failed")):
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with self.assertRaisesRegex(RuntimeError, "copy failed"):
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run.set_jet_amplitude(0, .002, level=2)
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self.assertEqual(run._status, "failed")
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self.assertEqual(b.jets[0].amplitude, -.002)
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np.testing.assert_array_equal(b.tables["surface_velocity"], -before)
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run.close()
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def test_child_public_masks_include_solids(self):
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from CelerisLab.lbm.descriptors import SOLID
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run = mocked_child()
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solid = run.child_boundary.flags.reshape(run.child_patch.fine_shape) & SOLID != 0
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self.assertTrue(solid.any())
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self.assertFalse(run._child_leaf[solid].any())
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arrays = [np.ones(level.shape, np.float32) for level in run._levels]
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run._mask_nonleaves(*arrays)
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self.assertTrue(np.isnan(arrays[2][:, solid]).all())
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with patch.object(cuda, "memcpy_htod") as upload:
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run.initialize(*arrays)
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sent = upload.call_args_list[-1].args[1]
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dense = run.child_layout.to_dense(sent)
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self.assertTrue(np.isnan(dense[:, ~run._child_leaf]).all())
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run.close()
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class ThreeLevelGPU(unittest.TestCase):
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def test_equilibrium_is_kept_on_every_level(self):
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from CelerisLab.cuda.context import CudaContext
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feq = np.asarray(compute_feq_d2q9(1.0, .03, -.02), np.float32)[:, None, None]
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with CudaContext(0) as ctx, FixedPatchStepper(CFG, context=ctx, **KW) as run:
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shapes = ((16, 16), run.patch.fine_shape, run.child_patch.fine_shape)
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run.initialize(*(np.broadcast_to(feq, (9, *s)).copy() for s in shapes))
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run.step(8)
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self.assertEqual(run.step_count, 8)
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for level, g in enumerate(run.download()):
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leaf = np.isfinite(g[0])
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self.assertTrue(leaf.any(), f"level {level}")
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np.testing.assert_allclose(g[:, leaf], np.broadcast_to(feq, g.shape)[:, leaf],
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atol=1e-6, rtol=0, err_msg=f"level {level}")
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def test_nonequilibrium_masks_and_fresh_middle_feeds(self):
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from CelerisLab.cuda.context import CudaContext
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with CudaContext(0) as ctx, FixedPatchStepper(CFG, context=ctx, **KW) as run:
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p1, p2 = run.patch, run.child_patch
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run.initialize(state(16, 16, 1), state(*p1.fine_shape, 2), state(*p2.fine_shape, 3))
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f = run._levels[1]
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feeds, original = [], run._advance
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def record(index, buffer, **kw): # index 2: L1 hop feeds L2
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if index == 2:
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feeds.append(int(buffer))
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original(index, buffer, **kw)
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with patch.object(run, "_advance", side_effect=record):
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cur, spare = int(f.current), int(f.spare)
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run.step(1)
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self.assertEqual(feeds, [cur, spare]) # current G, then the new G of hop 1
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run.step(7)
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middle = run._middle_kind
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for g, leaf in zip(run.download(), (~p1.covered, middle == ACTIVE, p2.fine_kind == ACTIVE)):
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self.assertTrue(np.isfinite(g[:, leaf]).all())
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self.assertTrue(np.isnan(g[:, ~leaf]).all())
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rc, rf, rg = raw(run)
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self.assertTrue(np.isnan(rc[:, p1.covered]).all())
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self.assertTrue(np.isfinite(rf[:, middle == ACTIVE]).all())
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self.assertTrue(np.isnan(rf[:, middle == OUTER_GHOST]).all()) # incl. child-covered
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self.assertTrue(np.isnan(rf[:, p2.covered]).all())
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self.assertTrue(np.isfinite(rg[:, p2.fine_kind == ACTIVE]).all())
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self.assertTrue(np.isnan(rg[:, p2.fine_kind == OUTER_GHOST]).all())
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class ThreeLevelBodyGPU(unittest.TestCase):
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"""Frozen gates; CPU mocks do not establish these numerical results."""
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def run_case(self, mode, block, *, jets=(), spec=None, switch=False):
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from CelerisLab.cuda.context import CudaContext
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from CelerisLab.lbm.descriptors import SOLID
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cfg = CFG if mode == "periodic" else replace(
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CFG, velocity=0., wall_normal_velocity=.001, wall_slot_width=4,
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y_wall_bc="on_site_velocity", top_wall_bc="reservoir")
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with CudaContext(0) as ctx, FixedPatchStepper(
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cfg, context=ctx, coarse_boundary=mode,
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**levels(blocks=(B, B, block), objects=((), (), (child_body(spec),)),
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jets=((), (), tuple(jets)))) as run:
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run.initialize(*(state(*level.shape[1:], i + 1) for i, level in enumerate(run._levels)))
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snapshots = []
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for stop in (0, 1, 2, 4, 8):
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run.step(stop - run.step_count)
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if stop == 4 and switch:
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run.set_jet_amplitude(0, -.002, level=2)
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public, stored = run.download(), raw(run)
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leaves = [~run.patch.covered, run._fine_leaf, run._child_leaf]
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if mode != "periodic":
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leaves[0][[0, -1]] = False
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for g, mask in zip(public, leaves):
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self.assertTrue(np.isfinite(g[:, mask]).all())
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self.assertTrue(np.isnan(g[:, ~mask]).all())
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invalid = [run.patch.covered.copy(), run._middle_kind == OUTER_GHOST,
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(run.child_patch.fine_kind == OUTER_GHOST) |
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((run.child_boundary.flags.reshape(run.child_patch.fine_shape) & SOLID) != 0)]
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if mode != "periodic":
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invalid[0][[0, -1]] = True
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for g, mask in zip(stored, invalid):
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self.assertTrue(np.isnan(g[:, mask]).all())
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snapshots.append(public + tuple(stored))
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return snapshots
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def test_layouts_static_driven_switched_and_zero(self):
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for mode in ("periodic", "slot_reservoir"):
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cases = [self.run_case(mode, (4, 4), jets=jets, switch=switch)
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for jets, switch in (((), False), ([child_jet()], False),
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([child_jet()], True), ([child_jet(0.)], False))]
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for a, b in zip(cases[0], cases[3]):
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for x, y in zip(a, b):
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np.testing.assert_array_equal(x, y)
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self.assertFalse(np.array_equal(cases[1][-1][2], cases[2][-1][2], equal_nan=True))
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for block in ((8, 4), (4, 8)):
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for expected, (jets, switch) in zip(cases, (((), False), ([child_jet()], False),
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([child_jet()], True), ([child_jet(0.)], False))):
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actual = self.run_case(mode, block, jets=jets, switch=switch)
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for a, b in zip(actual, expected):
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for x, y in zip(a, b):
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np.testing.assert_array_equal(x, y)
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def test_legacy_surface_equivalence(self):
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from CelerisLab.body.objects import SurfaceActuation
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spec = SurfaceActuation(.7, .85, .002)
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for mode in ("periodic", "slot_reservoir"):
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legacy = self.run_case(mode, (4, 4), spec=spec)[-1][2]
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driven = self.run_case(mode, (4, 4), jets=[spec.as_jet((8., 8.), .8)])[-1][2]
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mask = np.isfinite(legacy)
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np.testing.assert_array_equal(mask, np.isfinite(driven))
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self.assertLessEqual(np.max(np.abs(legacy[mask] - driven[mask])), 1e-6)
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if __name__ == "__main__":
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unittest.main()
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