From ed5ae86afbe3655aabf38ea9a8b17fe3fe5d8c74 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 01:53:22 +0800 Subject: [PATCH 01/13] feat(dpmodel): add adaptive Array API neighbor search Add a Cartesian cell-list path for large systems while retaining the dense builder for backend-specific small-system fast paths. Cover NumPy, PyTorch, JAX eager, and TensorFlow graph execution, and include reproducible rcut=6 CPU/GPU benchmark data and plots. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 311 ++++++++++++- .../default-neighbor-list-benchmark.md | 101 +++++ .../default_neighbor_list_benchmark_rcut6.csv | 284 ++++++++++++ .../plot_default_neighbor_list_benchmark.py | 161 +++++++ .../neighbor_list_rcut6_runtime_loglog.png | Bin 0 -> 456790 bytes .../neighbor_list_rcut6_speedup_loglog.png | Bin 0 -> 319381 bytes doc/index.rst | 1 + .../benchmark_default_neighbor_list.py | 423 ++++++++++++++++++ .../dpmodel/test_default_neighbor_list.py | 348 ++++++++++++++ 9 files changed, 1613 insertions(+), 16 deletions(-) create mode 100644 doc/development/default-neighbor-list-benchmark.md create mode 100644 doc/development/default_neighbor_list_benchmark_rcut6.csv create mode 100644 doc/development/plot_default_neighbor_list_benchmark.py create mode 100644 doc/images/neighbor_list_rcut6_runtime_loglog.png create mode 100644 doc/images/neighbor_list_rcut6_speedup_loglog.png create mode 100644 source/tests/common/dpmodel/benchmark_default_neighbor_list.py create mode 100644 source/tests/common/dpmodel/test_default_neighbor_list.py diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index d730b43669..e8acf10cc1 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -1,14 +1,17 @@ # SPDX-License-Identifier: LGPL-3.0-or-later -"""Default all-pairs neighbor-list builder (historical deepmd behavior).""" +"""Default neighbor-list builder with dense and cell-list search paths.""" from typing import ( TYPE_CHECKING, + Any, ) import array_api_compat from deepmd.dpmodel.array_api import ( Array, + xp_hint_dynamic_size, + xp_scatter_sum, ) from deepmd.dpmodel.utils.neighbor_list import ( EdgeNeighborList, @@ -18,6 +21,7 @@ NeighborList, ) from .nlist import ( + apply_pair_exclusion_nlist, build_neighbor_list, extend_coord_with_ghosts, ) @@ -31,11 +35,275 @@ ) +# Dense broadcasting has a low fixed cost, but its backend scaling differs enough +# that one shared threshold causes regressions. These conservative thresholds +# are the later crossover measured at rcut=3 and rcut=6 on an AMD EPYC 7K62 CPU +# and RTX 5090 GPU. ``nloc`` counts local atoms before periodic ghost extension. +_NUMPY_CPU_PERIODIC_CELL_LIST_THRESHOLD = 32 +_NUMPY_CPU_NONPERIODIC_CELL_LIST_THRESHOLD = 256 +_TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD = 32 +_TORCH_CPU_NONPERIODIC_CELL_LIST_THRESHOLD = 2048 +_JAX_CPU_PERIODIC_CELL_LIST_THRESHOLD = 32 +_JAX_CPU_NONPERIODIC_CELL_LIST_THRESHOLD = 256 +_TF_CPU_PERIODIC_CELL_LIST_THRESHOLD = 512 +_TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD = 4096 +_TORCH_CUDA_PERIODIC_CELL_LIST_THRESHOLD = 1024 +_TORCH_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD = 8192 +_JAX_CUDA_PERIODIC_CELL_LIST_THRESHOLD = 2048 +_JAX_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD = 12288 +_TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD = 1024 +_TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD = 8192 + +# A Cartesian cell width of ``rcut`` guarantees that two atoms within the cutoff +# can differ by at most one cell in each direction. Keeping the offsets as Python +# data avoids recreating the Cartesian product with backend-specific meshgrid APIs. +_NEIGHBOR_CELL_OFFSETS = tuple( + (ii, jj, kk) for ii in (-1, 0, 1) for jj in (-1, 0, 1) for kk in (-1, 0, 1) +) + + +def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: + """Whether automatic dispatch should use a backend-safe cell-list path. + + All supported namespaces use the compact dynamic-candidate implementation. + JAX neighbor-list construction runs eagerly outside the compiled model step, + so its data-dependent ``repeat`` and ``nonzero`` result lengths are valid. A + symbolic ``nloc`` keeps the dense path because the threshold decision itself + must remain a Python-level, shape-only choice while tracing. + """ + if not isinstance(nloc, int): + return False + xp = array_api_compat.array_namespace(coord) + is_numpy = array_api_compat.is_numpy_array(coord) + is_jax = array_api_compat.is_jax_array(coord) + is_torch = array_api_compat.is_torch_array(coord) + if is_jax: + import jax + + # The compact candidate axis is deliberately eager. Preserve the dense + # fallback for callers that do trace the entire builder, where JAX/XLA + # requires ``repeat`` and ``nonzero`` result lengths to be static. + if isinstance(coord, jax.core.Tracer): + return False + is_ndtensorflow = getattr(xp, "__name__", "") == "deepmd._vendors.ndtensorflow" + if not (is_numpy or is_jax or is_torch or is_ndtensorflow): + return False + device = array_api_compat.device(coord) + is_cuda = ( + getattr(device, "type", None) == "cuda" + or getattr(device, "platform", None) == "gpu" + or str(device).upper().startswith("GPU") + ) + if is_cuda: + if is_jax: + threshold = ( + _JAX_CUDA_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _JAX_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD + ) + elif is_ndtensorflow: + threshold = ( + _TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD + ) + else: + threshold = ( + _TORCH_CUDA_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TORCH_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD + ) + elif is_jax: + threshold = ( + _JAX_CPU_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _JAX_CPU_NONPERIODIC_CELL_LIST_THRESHOLD + ) + elif is_ndtensorflow: + threshold = ( + _TF_CPU_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD + ) + elif is_torch: + threshold = ( + _TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TORCH_CPU_NONPERIODIC_CELL_LIST_THRESHOLD + ) + else: + threshold = ( + _NUMPY_CPU_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _NUMPY_CPU_NONPERIODIC_CELL_LIST_THRESHOLD + ) + return nloc >= threshold + + +def _build_neighbor_list_cell( + coord: Array, + atype: Array, + nloc: int, + rcut: float, + nsel: int, + pair_excl: "PairExcludeMask | None" = None, +) -> Array: + """Build a fixed-width neighbor list from Cartesian spatial cells. + + Extended coordinates already contain all required periodic images, so the + search itself is non-periodic: atoms are assigned to axis-aligned cells of + width ``rcut`` and each local center examines only its 27 adjacent cells. + Cell members are represented by sorted integer keys; ``searchsorted`` finds + the member ranges and an array-valued ``repeat`` expands only real candidate + pairs. At constant density this uses O(N) candidate memory and O(N log N) + work from the two stable sorts, instead of the dense O(N**2) distance matrix. + + The final stable lexicographic ordering is ``(center, distance, ext_index)``. + It matches the dense builder's nearest-neighbor contract, including selecting + before applying pair exclusions (excluded entries leave holes, without + backfilling farther neighbors). + """ + xp = array_api_compat.array_namespace(coord, atype) + device = array_api_compat.device(coord) + nframes, nall = atype.shape + coord = xp.reshape(coord, (nframes, nall, 3)) + + if nloc == 0: + return xp.full((nframes, 0, nsel), -1, dtype=xp.int64, device=device) + + # Bin in Cartesian space. Subtracting a per-frame origin keeps every cell + # coordinate non-negative, which lets a single collision-free row-major key + # encode the 3-D cell tuple. + origin = xp.min(coord, axis=1, keepdims=True) + cell = xp.astype(xp.floor((coord - origin) / rcut), xp.int64) + dims = xp.max(xp.reshape(cell, (-1, 3)), axis=0) + 1 + cells_per_frame = dims[0] * dims[1] * dims[2] + frame_base = xp.arange(nframes, dtype=xp.int64, device=device) * cells_per_frame + cell_key = cell[..., 0] + dims[0] * (cell[..., 1] + dims[1] * cell[..., 2]) + cell_key = cell_key + frame_base[:, None] + + # Virtual atoms share a sentinel key outside the searchable cell range. They + # remain in the sorted array (preserving a static nall axis) but no valid query + # ever searches the sentinel cell. + sentinel = cells_per_frame * nframes + cell_key = xp.where(atype >= 0, cell_key, sentinel) + flat_key = xp.reshape(cell_key, (-1,)) + local_ext_index = xp.broadcast_to( + xp.arange(nall, dtype=xp.int64, device=device)[None, :], + (nframes, nall), + ) + order = xp.argsort(flat_key, stable=True) + sorted_key = xp.take(flat_key, order, axis=0) + sorted_ext_index = xp.take(xp.reshape(local_ext_index, (-1,)), order, axis=0) + + # Query the 27 cells surrounding every local center. Out-of-grid queries and + # virtual centers get key -1; searchsorted then returns an empty interval. + offsets = xp.asarray(_NEIGHBOR_CELL_OFFSETS, dtype=xp.int64, device=device) + query_cell = cell[:, :nloc, None, :] + offsets[None, None, :, :] + in_bounds = xp.all( + (query_cell >= 0) & (query_cell < dims[None, None, None, :]), axis=-1 + ) + in_bounds = in_bounds & (atype[:, :nloc, None] >= 0) + query_key = query_cell[..., 0] + dims[0] * ( + query_cell[..., 1] + dims[1] * query_cell[..., 2] + ) + query_key = query_key + frame_base[:, None, None] + query_key = xp.where(in_bounds, query_key, xp.full_like(query_key, -1)) + query_key = xp.reshape(query_key, (-1,)) + + starts = xp.astype(xp.searchsorted(sorted_key, query_key, side="left"), xp.int64) + ends = xp.astype(xp.searchsorted(sorted_key, query_key, side="right"), xp.int64) + counts = ends - starts + + # Expand each cell query into its actual members. The candidate length is + # data-dependent; cumulative sums provide iotas without calling arange on an + # unbacked symbolic size (important for torch.export-compatible namespaces). + query_ids = xp.repeat( + xp.arange(query_key.shape[0], dtype=xp.int64, device=device), counts + ) + if not isinstance(query_ids.shape[0], int): + xp_hint_dynamic_size(query_ids) + query_output_start = xp.cumulative_sum(counts) - counts + candidate_iota = xp.cumulative_sum(xp.ones_like(query_ids)) - 1 + member_offset = candidate_iota - xp.take(query_output_start, query_ids, axis=0) + sorted_position = xp.take(starts, query_ids, axis=0) + member_offset + neighbor_ext = xp.take(sorted_ext_index, sorted_position, axis=0) + + center = query_ids // len(_NEIGHBOR_CELL_OFFSETS) + frame = center // nloc + center_local = center - frame * nloc + coord_flat = xp.reshape(coord, (nframes * nall, 3)) + center_coord = xp.take(coord_flat, frame * nall + center_local, axis=0) + neighbor_coord = xp.take(coord_flat, frame * nall + neighbor_ext, axis=0) + diff = neighbor_coord - center_coord + # Use the same norm as the historical dense implementation for both cutoff + # and ordering. Sorting squared distances can distinguish values that round + # to the same norm, changing the stable order of symmetry-equivalent images. + distance = xp.linalg.vector_norm(diff, axis=-1) + keep_mask = (neighbor_ext != center_local) & (distance <= rcut) + (keep,) = xp.nonzero(keep_mask) + keep = xp.reshape(keep, (-1,)) + if not isinstance(keep.shape[0], int): + xp_hint_dynamic_size(keep) + center = xp.take(center, keep, axis=0) + neighbor_ext = xp.take(neighbor_ext, keep, axis=0) + distance = xp.take(distance, keep, axis=0) + + # Stable sorts from the least- to most-significant key produce the desired + # lexicographic order while using only standard Array API operations. + order = xp.argsort(neighbor_ext, stable=True) + order = xp.take( + order, + xp.argsort(xp.take(distance, order, axis=0), stable=True), + axis=0, + ) + order = xp.take( + order, + xp.argsort(xp.take(center, order, axis=0), stable=True), + axis=0, + ) + center = xp.take(center, order, axis=0) + neighbor_ext = xp.take(neighbor_ext, order, axis=0) + + ncenters = nframes * nloc + ones = xp.ones_like(center) + count_per_center = xp_scatter_sum( + xp.zeros((ncenters,), dtype=xp.int64, device=device), 0, center, ones + ) + center_start = xp.cumulative_sum(count_per_center) - count_per_center + edge_iota = xp.cumulative_sum(ones) - 1 + rank = edge_iota - xp.take(center_start, center, axis=0) + (selected,) = xp.nonzero(rank < nsel) + selected = xp.reshape(selected, (-1,)) + if not isinstance(selected.shape[0], int): + xp_hint_dynamic_size(selected) + selected_center = xp.take(center, selected, axis=0) + selected_rank = xp.take(rank, selected, axis=0) + selected_neighbor = xp.take(neighbor_ext, selected, axis=0) + + # Each (center, rank) slot is unique, so scatter-add into a zero array and + # store ``neighbor + 1``; subtracting one afterwards creates -1 padding. + slot = selected_center * nsel + selected_rank + nlist = xp_scatter_sum( + xp.zeros((ncenters * nsel,), dtype=xp.int64, device=device), + 0, + slot, + selected_neighbor + 1, + ) + nlist = xp.reshape(nlist - 1, (nframes, nloc, nsel)) + return apply_pair_exclusion_nlist(nlist, atype, pair_excl) + + class DefaultNeighborList(NeighborList): - """All-pairs builder: replicate the cell into periodic images and rank by - distance (:func:`~deepmd.dpmodel.utils.nlist.extend_coord_with_ghosts` + - :func:`~deepmd.dpmodel.utils.nlist.build_neighbor_list`). This is the - default when no strategy is supplied, so results are unchanged. + """Adaptive builder using dense search for small systems and spatial cells + for larger systems. + + Both paths first replicate the cell into periodic images with + :func:`~deepmd.dpmodel.utils.nlist.extend_coord_with_ghosts`. Small systems + retain the historical all-pairs distance matrix for its lower constant + overhead. Larger supported arrays use a Cartesian cell list whose candidate + count is linear at constant density. JAX builds this data-dependent list + eagerly before the fixed-shape model computation enters ``jit``. """ def build( @@ -92,16 +360,27 @@ def build( extended_coord, extended_atype, mapping = extend_coord_with_ghosts( coord_normalized, atype, box, rcut ) - # types are distinguished in the lower interface, so keep them merged here; - # pair_excl is forwarded so exclusion is applied at build time. - nlist = build_neighbor_list( - extended_coord, - extended_atype, - nloc, - rcut, - sel, - distinguish_types=False, - pair_excl=pair_excl, - ) + # Types are distinguished in the lower interface, so keep them merged + # here. The dense path remains faster for small systems; the spatial + # path avoids the nloc*nall distance matrix for larger supported arrays. + if _supports_cell_list(coord, nloc, periodic=box is not None): + nlist = _build_neighbor_list_cell( + extended_coord, + extended_atype, + nloc, + rcut, + sum(sel), + pair_excl=pair_excl, + ) + else: + nlist = build_neighbor_list( + extended_coord, + extended_atype, + nloc, + rcut, + sel, + distinguish_types=False, + pair_excl=pair_excl, + ) extended_coord = xp.reshape(extended_coord, (nframes, -1, 3)) return extended_coord, extended_atype, nlist, mapping diff --git a/doc/development/default-neighbor-list-benchmark.md b/doc/development/default-neighbor-list-benchmark.md new file mode 100644 index 0000000000..853cc73d5c --- /dev/null +++ b/doc/development/default-neighbor-list-benchmark.md @@ -0,0 +1,101 @@ +# Default neighbor-list benchmark at `rcut=6` + +This benchmark compares the historical dense all-pairs neighbor search with the +Cartesian cell-list implementation in `DefaultNeighborList`. + +![Runtime comparison](../images/neighbor_list_rcut6_runtime_loglog.png) + +![Cell-list speedup](../images/neighbor_list_rcut6_speedup_loglog.png) + +## Methodology + +- `rcut=6`, one frame, `float32`, `nsel=128`. +- Uniform random coordinates at number density `0.05`. +- Periodic and non-periodic systems are measured separately. +- Periodic ghost coordinates are constructed once before timing. The plots + therefore compare the two search algorithms rather than their shared ghost + extension cost. +- Each shape and implementation is warmed once. The reported value is the + median of an adaptive 1--15 timed repetitions with an explicit device + synchronization. +- NumPy, PyTorch, and JAX use their eager neighbor-list path. TensorFlow uses + `tf.function`, matching its graph execution path. + +Hardware and software: + +- CPU: AMD EPYC 7K62, 48 cores. +- GPU: NVIDIA GeForce RTX 5090, 32607 MiB. +- Python 3.13.9, NumPy 2.5.1, PyTorch 2.12.1+cu129, JAX 0.8.0, + TensorFlow 2.21.0. +- TensorFlow 2.21.0 did not contain native compute-capability 12.0a kernels, so + its first GPU execution compiled PTX. Compilation is excluded by warm-up. + +The complete measurements are available in +[`default_neighbor_list_benchmark_rcut6.csv`](default_neighbor_list_benchmark_rcut6.csv). +They can be reproduced with +[`benchmark_default_neighbor_list.py`](../../source/tests/common/dpmodel/benchmark_default_neighbor_list.py) +and plotted with +[`plot_default_neighbor_list_benchmark.py`](plot_default_neighbor_list_benchmark.py). + +## Measured crossover + +The table reports the first measured local atom count where the cell list is no +slower than the dense implementation. NumPy has no GPU row. + +| Backend | CPU non-periodic | CPU periodic | GPU non-periodic | GPU periodic | +| ------------------------ | ---------------: | -----------: | ---------------: | -----------: | +| NumPy | 256 | 16 | - | - | +| PyTorch | 2048 | 32 | 8192 | 1024 | +| JAX eager | 256 | 32 | 8192 | 2048 | +| TensorFlow `tf.function` | 4096 | 512 | 8192 | 1024 | + +The automatic dispatcher uses conservative thresholds covering both the earlier +`rcut=3` measurements and this `rcut=6` benchmark. This avoids selecting the +cell list in a range where a backend's dense broadcast remains faster. + +## Scaling observations + +- Dense memory and runtime grow quadratically with the number of local/extended + atom pairs. JAX GPU dense search ran out of 32 GiB device memory for the + periodic `N=4096`, `nall=110592` case. + +- At fixed density, cell-list runtime grows approximately linearly once backend + launch and synchronization overheads are amortized. + +- A larger cutoff increases the average number of atoms in the 27 queried cells. + Consequently, the crossover is backend- and cutoff-dependent rather than a + universal atom count. + +- At the largest common successful measurements, the cell-list speedups were: + + - CPU non-periodic: NumPy 52.1x, PyTorch 11.0x, JAX 23.2x, + TensorFlow 3.4x. + - CPU periodic: NumPy 169.6x, PyTorch 64.5x, JAX 49.5x, + TensorFlow 16.1x. + - GPU non-periodic at `N=16384`: PyTorch 29.5x, JAX 4.1x, + TensorFlow 2.0x. + - GPU periodic: PyTorch 60.3x and TensorFlow 9.4x at `N=4096`; JAX + 2.4x at `N=2048` before the next dense size ran out of memory. + +All successful dense/cell comparisons contained the same neighbor set. Three +large PyTorch CPU cases differed only by the order of two equal-distance +`float32` neighbors in one center; no neighbor membership differed. + +## Example commands + +CPU: + +```bash +python source/tests/common/dpmodel/benchmark_default_neighbor_list.py \ + --backend torch --device cpu --scenario periodic \ + --output result_torch_cpu_periodic.csv +``` + +GPU: + +```bash +srun --gres=gpu:1 python \ + source/tests/common/dpmodel/benchmark_default_neighbor_list.py \ + --backend jax --device gpu --scenario nonperiodic \ + --output result_jax_gpu_nonperiodic.csv +``` diff --git a/doc/development/default_neighbor_list_benchmark_rcut6.csv b/doc/development/default_neighbor_list_benchmark_rcut6.csv new file mode 100644 index 0000000000..a3ffc39f95 --- /dev/null +++ b/doc/development/default_neighbor_list_benchmark_rcut6.csv @@ -0,0 +1,284 @@ +backend,device,scenario,nloc,nall,algorithm,time_ms,repeats,exact_match,same_neighbor_set,status 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+torch,gpu,periodic,256,6912,cell,2.18574051,15,True,True,ok +torch,gpu,periodic,512,13824,dense,1.88800041,15,True,True,ok +torch,gpu,periodic,512,13824,cell,2.19751243,15,True,True,ok +torch,gpu,periodic,1024,27648,dense,8.53287522,15,True,True,ok +torch,gpu,periodic,1024,27648,cell,2.20920425,15,True,True,ok +torch,gpu,periodic,2048,55296,dense,33.8607915,14,True,True,ok +torch,gpu,periodic,2048,55296,cell,2.22076662,15,True,True,ok +torch,gpu,periodic,4096,110592,dense,134.518759,3,True,True,ok +torch,gpu,periodic,4096,110592,cell,2.23156717,15,True,True,ok diff --git a/doc/development/plot_default_neighbor_list_benchmark.py b/doc/development/plot_default_neighbor_list_benchmark.py new file mode 100644 index 0000000000..90aaba2ffa --- /dev/null +++ b/doc/development/plot_default_neighbor_list_benchmark.py @@ -0,0 +1,161 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: LGPL-3.0-or-later +"""Create log-log runtime and speedup plots from benchmark CSV files.""" + +from __future__ import ( + annotations, +) + +import argparse +from pathlib import ( + Path, +) + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import pandas as pd + +COLORS = { + "numpy": "#4C78A8", + "torch": "#F58518", + "jax": "#54A24B", + "tensorflow": "#E45756", +} +LABELS = { + "numpy": "NumPy", + "torch": "PyTorch", + "jax": "JAX eager", + "tensorflow": "TensorFlow tf.function", +} +ALGORITHM_STYLE = {"dense": ("-", "o"), "cell": ("--", "^")} + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser() + parser.add_argument("directory", type=Path) + parser.add_argument("--output-directory", type=Path) + return parser.parse_args() + + +def load_data(directory: Path) -> pd.DataFrame: + files = sorted(directory.glob("result_*.csv")) + consolidated = directory / "default_neighbor_list_benchmark_rcut6.csv" + if files: + data = pd.concat((pd.read_csv(path) for path in files), ignore_index=True) + elif consolidated.exists(): + data = pd.read_csv(consolidated) + else: + raise FileNotFoundError(f"no benchmark CSV files in {directory}") + data["time_ms"] = pd.to_numeric(data["time_ms"], errors="coerce") + data = data[(data["status"] == "ok") & data["time_ms"].notna()].copy() + return data + + +def setup_axes() -> tuple[plt.Figure, dict[tuple[str, str], plt.Axes]]: + fig, grid = plt.subplots(2, 2, figsize=(13.5, 9.2), constrained_layout=True) + axes = { + ("cpu", "nonperiodic"): grid[0, 0], + ("cpu", "periodic"): grid[0, 1], + ("gpu", "nonperiodic"): grid[1, 0], + ("gpu", "periodic"): grid[1, 1], + } + return fig, axes + + +def plot_runtime(data: pd.DataFrame, directory: Path) -> None: + fig, axes = setup_axes() + for (device, scenario), axis in axes.items(): + subset = data[(data.device == device) & (data.scenario == scenario)] + for backend in COLORS: + for algorithm in ("dense", "cell"): + series = subset[ + (subset.backend == backend) & (subset.algorithm == algorithm) + ].sort_values("nloc") + if series.empty: + continue + linestyle, marker = ALGORITHM_STYLE[algorithm] + axis.plot( + series.nloc, + series.time_ms, + color=COLORS[backend], + linestyle=linestyle, + marker=marker, + markersize=4.5, + linewidth=1.8, + label=f"{LABELS[backend]} {algorithm}", + ) + axis.set_xscale("log", base=2) + axis.set_yscale("log") + axis.grid(True, which="both", alpha=0.25) + axis.set_title(f"{device.upper()} — {scenario}") + axis.set_xlabel("Local atoms N") + axis.set_ylabel("Neighbor-search time (ms)") + handles, labels = axes[("cpu", "nonperiodic")].get_legend_handles_labels() + fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) + fig.suptitle( + "DeePMD dense vs Cartesian cell-list neighbor search\n" + "rcut=6, density=0.05, nsel=128, float32, one frame", + fontsize=14, + ) + for suffix in ("png",): + fig.savefig(directory / f"neighbor_list_rcut6_runtime_loglog.{suffix}", dpi=180) + plt.close(fig) + + +def plot_speedup(data: pd.DataFrame, directory: Path) -> None: + pivot = data.pivot_table( + index=["backend", "device", "scenario", "nloc"], + columns="algorithm", + values="time_ms", + aggfunc="first", + ).dropna(subset=["dense", "cell"]) + pivot["speedup"] = pivot["dense"] / pivot["cell"] + pivot = pivot.reset_index() + fig, axes = setup_axes() + for (device, scenario), axis in axes.items(): + subset = pivot[(pivot.device == device) & (pivot.scenario == scenario)] + for backend in COLORS: + series = subset[subset.backend == backend].sort_values("nloc") + if series.empty: + continue + axis.plot( + series.nloc, + series.speedup, + color=COLORS[backend], + marker="o", + markersize=4.5, + linewidth=1.8, + label=LABELS[backend], + ) + axis.axhline(1.0, color="black", linestyle=":", linewidth=1.2) + axis.set_xscale("log", base=2) + axis.set_yscale("log") + axis.grid(True, which="both", alpha=0.25) + axis.set_title(f"{device.upper()} — {scenario}") + axis.set_xlabel("Local atoms N") + axis.set_ylabel("Speedup: dense time / cell time") + handles, labels = axes[("cpu", "nonperiodic")].get_legend_handles_labels() + fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) + fig.suptitle( + "Cartesian cell-list speedup over dense neighbor search\n" + "Values above 1 favor the cell-list algorithm", + fontsize=14, + ) + for suffix in ("png",): + fig.savefig(directory / f"neighbor_list_rcut6_speedup_loglog.{suffix}", dpi=180) + plt.close(fig) + + +def main() -> None: + args = parse_args() + data = load_data(args.directory) + output_directory = args.output_directory or args.directory + output_directory.mkdir(parents=True, exist_ok=True) + plot_runtime(data, output_directory) + plot_speedup(data, output_directory) + + +if __name__ == "__main__": + main() diff --git a/doc/images/neighbor_list_rcut6_runtime_loglog.png b/doc/images/neighbor_list_rcut6_runtime_loglog.png new file mode 100644 index 0000000000000000000000000000000000000000..cf5b5662efe1fd1ae29ddefca12fef4908c8acb3 GIT binary patch literal 456790 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+++ b/doc/index.rst @@ -71,6 +71,7 @@ DeePMD-kit is a package written in Python/C++, designed to minimize the effort r development/create-a-model-tf development/create-a-model-pt development/type-embedding + development/default-neighbor-list-benchmark development/coding-conventions development/cicd Python API diff --git a/source/tests/common/dpmodel/benchmark_default_neighbor_list.py b/source/tests/common/dpmodel/benchmark_default_neighbor_list.py new file mode 100644 index 0000000000..d61385e750 --- /dev/null +++ b/source/tests/common/dpmodel/benchmark_default_neighbor_list.py @@ -0,0 +1,423 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: LGPL-3.0-or-later +"""Benchmark dense and Cartesian-cell neighbor searches at rcut=6. + +The benchmark isolates the search itself. For periodic systems, ghost atoms are +constructed once with the common DeePMD routine before either search is timed. +This keeps the comparison focused on the O(N^2) dense distance matrix versus the +compact cell-list candidate construction. +""" + +# ruff: noqa: T201 -- benchmark progress belongs on the command line. + +from __future__ import ( + annotations, +) + +import argparse +import csv +import gc +import os +import sys +import time +from pathlib import ( + Path, +) +from typing import ( + TYPE_CHECKING, + Any, +) + +import numpy as np + +if TYPE_CHECKING: + from collections.abc import ( + Callable, + ) + + +RCUT = 6.0 +DENSITY = 0.05 +NSEL = 128 +NONPERIODIC_SIZES = (16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 12288, 16384) +PERIODIC_SIZES = (16, 32, 64, 128, 256, 512, 1024, 2048, 4096) + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser() + parser.add_argument( + "--backend", choices=("numpy", "torch", "jax", "tensorflow"), required=True + ) + parser.add_argument("--device", choices=("cpu", "gpu"), required=True) + parser.add_argument( + "--scenario", choices=("nonperiodic", "periodic"), required=True + ) + parser.add_argument("--output", type=Path, required=True) + parser.add_argument( + "--repo", type=Path, default=Path(__file__).resolve().parents[4] + ) + parser.add_argument( + "--max-method-seconds", + type=float, + default=5.0, + help="Stop increasing N for an algorithm after one median exceeds this time.", + ) + return parser.parse_args() + + +def make_system(nloc: int, periodic: bool) -> tuple[np.ndarray, np.ndarray, int]: + """Create one reproducible float32 frame at constant number density.""" + from deepmd.dpmodel.utils.nlist import ( + extend_coord_with_ghosts, + ) + + rng = np.random.default_rng(20260722 + nloc + (100000 if periodic else 0)) + side = (nloc / DENSITY) ** (1.0 / 3.0) + coord = (rng.random((1, nloc, 3)) * side).astype(np.float32) + atype = np.zeros((1, nloc), dtype=np.int64) + if periodic: + box = (np.eye(3, dtype=np.float32) * side)[None, :, :] + extended_coord, extended_atype, _ = extend_coord_with_ghosts( + coord, atype, box, RCUT + ) + else: + extended_coord = coord.reshape(1, -1) + extended_atype = atype + return extended_coord, extended_atype, extended_atype.shape[1] + + +def numpy_adapter( + coord: np.ndarray, atype: np.ndarray, nloc: int +) -> tuple[ + Callable[[], Any], + Callable[[], Any], + Callable[[Any], None], + Callable[[Any], np.ndarray], +]: + from deepmd.dpmodel.utils.default_neighbor_list import ( + _build_neighbor_list_cell, + ) + from deepmd.dpmodel.utils.nlist import ( + build_neighbor_list, + ) + + def dense() -> Any: + return build_neighbor_list( + coord, atype, nloc, RCUT, [NSEL], distinguish_types=False + ) + + def cell() -> Any: + return _build_neighbor_list_cell(coord, atype, nloc, RCUT, NSEL) + + return dense, cell, lambda value: None, np.asarray + + +def torch_adapter( + coord: np.ndarray, atype: np.ndarray, nloc: int, device_name: str +) -> tuple[ + Callable[[], Any], + Callable[[], Any], + Callable[[Any], None], + Callable[[Any], np.ndarray], +]: + import torch + + from deepmd.dpmodel.utils.default_neighbor_list import ( + _build_neighbor_list_cell, + ) + from deepmd.dpmodel.utils.nlist import ( + build_neighbor_list, + ) + + device = torch.device(device_name) + coord_t = torch.as_tensor(coord, device=device) + atype_t = torch.as_tensor(atype, device=device) + + def dense() -> Any: + with torch.no_grad(): + return build_neighbor_list( + coord_t, atype_t, nloc, RCUT, [NSEL], distinguish_types=False + ) + + def cell() -> Any: + with torch.no_grad(): + return _build_neighbor_list_cell(coord_t, atype_t, nloc, RCUT, NSEL) + + def synchronize(value: Any) -> None: + if device.type == "cuda": + torch.cuda.synchronize(device) + + def to_numpy(value: Any) -> np.ndarray: + return value.detach().cpu().numpy() + + return dense, cell, synchronize, to_numpy + + +def jax_adapter( + coord: np.ndarray, atype: np.ndarray, nloc: int, device_kind: str +) -> tuple[ + Callable[[], Any], + Callable[[], Any], + Callable[[Any], None], + Callable[[Any], np.ndarray], +]: + import jax + + jax.config.update("jax_enable_x64", True) + import jax.numpy as jnp + + from deepmd.dpmodel.utils.default_neighbor_list import ( + _build_neighbor_list_cell, + ) + from deepmd.dpmodel.utils.nlist import ( + build_neighbor_list, + ) + + devices = [device for device in jax.devices() if device.platform == device_kind] + if not devices: + raise RuntimeError(f"JAX {device_kind} device is unavailable") + coord_j = jax.device_put(jnp.asarray(coord), devices[0]) + atype_j = jax.device_put(jnp.asarray(atype), devices[0]) + + def dense() -> Any: + return build_neighbor_list( + coord_j, atype_j, nloc, RCUT, [NSEL], distinguish_types=False + ) + + def cell() -> Any: + return _build_neighbor_list_cell(coord_j, atype_j, nloc, RCUT, NSEL) + + def synchronize(value: Any) -> None: + value.block_until_ready() + + return dense, cell, synchronize, np.asarray + + +def tensorflow_adapter( + coord: np.ndarray, atype: np.ndarray, nloc: int, device_name: str +) -> tuple[ + Callable[[], Any], + Callable[[], Any], + Callable[[Any], None], + Callable[[Any], np.ndarray], +]: + import tensorflow as tf + + from deepmd._vendors import ndtensorflow as xp + from deepmd.dpmodel.utils.default_neighbor_list import ( + _build_neighbor_list_cell, + ) + from deepmd.dpmodel.utils.nlist import ( + build_neighbor_list, + ) + + tf_device = "/GPU:0" if device_name == "gpu" else "/CPU:0" + with tf.device(tf_device): + coord_t = tf.convert_to_tensor(coord) + atype_t = tf.convert_to_tensor(atype) + + @tf.function(autograph=False, reduce_retracing=True) + def dense_graph(cc: Any, aa: Any) -> Any: + return build_neighbor_list( + xp.asarray(cc), + xp.asarray(aa), + nloc, + RCUT, + [NSEL], + distinguish_types=False, + ).unwrap() + + @tf.function(autograph=False, reduce_retracing=True) + def cell_graph(cc: Any, aa: Any) -> Any: + return _build_neighbor_list_cell( + xp.asarray(cc), xp.asarray(aa), nloc, RCUT, NSEL + ).unwrap() + + def dense() -> Any: + with tf.device(tf_device): + return dense_graph(coord_t, atype_t) + + def cell() -> Any: + with tf.device(tf_device): + return cell_graph(coord_t, atype_t) + + def synchronize(value: Any) -> None: + value.numpy() + + def to_numpy(value: Any) -> np.ndarray: + return value.numpy() + + return dense, cell, synchronize, to_numpy + + +def make_adapter( + backend: str, + device: str, + coord: np.ndarray, + atype: np.ndarray, + nloc: int, +) -> tuple[ + Callable[[], Any], + Callable[[], Any], + Callable[[Any], None], + Callable[[Any], np.ndarray], +]: + if backend == "numpy": + if device != "cpu": + raise RuntimeError("NumPy has no GPU backend") + return numpy_adapter(coord, atype, nloc) + if backend == "torch": + return torch_adapter(coord, atype, nloc, "cuda" if device == "gpu" else "cpu") + if backend == "jax": + return jax_adapter(coord, atype, nloc, device) + if backend == "tensorflow": + return tensorflow_adapter(coord, atype, nloc, device) + raise AssertionError(backend) + + +def measure( + fn: Callable[[], Any], synchronize: Callable[[Any], None] +) -> tuple[float, int, Any]: + """Warm once, then return a median with an adaptive repetition count.""" + warm = fn() + synchronize(warm) + start = time.perf_counter() + probe = fn() + synchronize(probe) + probe_seconds = time.perf_counter() - start + repeats = max(1, min(15, int(0.5 / max(probe_seconds, 1.0e-6)))) + samples = [probe_seconds] + last = probe + for _ in range(repeats - 1): + start = time.perf_counter() + last = fn() + synchronize(last) + samples.append(time.perf_counter() - start) + return float(np.median(samples) * 1000.0), repeats, last + + +def main() -> None: + args = parse_args() + sys.path.insert(0, str(args.repo)) + os.environ.setdefault("XLA_PYTHON_CLIENT_PREALLOCATE", "false") + periodic = args.scenario == "periodic" + sizes = PERIODIC_SIZES if periodic else NONPERIODIC_SIZES + rows: list[dict[str, Any]] = [] + active = {"dense": True, "cell": True} + + print( + f"backend={args.backend} device={args.device} scenario={args.scenario} " + f"rcut={RCUT} density={DENSITY} nsel={NSEL}", + flush=True, + ) + for nloc in sizes: + coord, atype, nall = make_system(nloc, periodic) + try: + dense, cell, synchronize, to_numpy = make_adapter( + args.backend, args.device, coord, atype, nloc + ) + except Exception as exc: + print( + f"adapter failed at N={nloc}: {type(exc).__name__}: {exc}", flush=True + ) + break + + outputs: dict[str, Any] = {} + for algorithm, fn in (("dense", dense), ("cell", cell)): + if not active[algorithm]: + continue + try: + elapsed_ms, repeats, output = measure(fn, synchronize) + outputs[algorithm] = output + rows.append( + { + "backend": args.backend, + "device": args.device, + "scenario": args.scenario, + "nloc": nloc, + "nall": nall, + "algorithm": algorithm, + "time_ms": f"{elapsed_ms:.9g}", + "repeats": repeats, + "exact_match": "", + "same_neighbor_set": "", + "status": "ok", + } + ) + print( + f"N={nloc:6d} nall={nall:7d} {algorithm:5s} " + f"{elapsed_ms:11.3f} ms ({repeats} reps)", + flush=True, + ) + if elapsed_ms / 1000.0 > args.max_method_seconds: + active[algorithm] = False + except Exception as exc: + active[algorithm] = False + rows.append( + { + "backend": args.backend, + "device": args.device, + "scenario": args.scenario, + "nloc": nloc, + "nall": nall, + "algorithm": algorithm, + "time_ms": "", + "repeats": 0, + "exact_match": "", + "same_neighbor_set": "", + "status": f"{type(exc).__name__}: {str(exc).splitlines()[0]}", + } + ) + print( + f"N={nloc:6d} nall={nall:7d} {algorithm:5s} FAILED: " + f"{type(exc).__name__}: {str(exc).splitlines()[0]}", + flush=True, + ) + + if "dense" in outputs and "cell" in outputs: + dense_output = to_numpy(outputs["dense"]) + cell_output = to_numpy(outputs["cell"]) + exact = np.array_equal(dense_output, cell_output) + same_neighbor_set = exact or np.array_equal( + np.sort(dense_output, axis=-1), np.sort(cell_output, axis=-1) + ) + for row in rows[-2:]: + if row["nloc"] == nloc: + row["exact_match"] = str(exact).lower() + row["same_neighbor_set"] = str(same_neighbor_set).lower() + if not exact: + qualifier = "ordering only" if same_neighbor_set else "different set" + print( + f"WARNING: exact output mismatch at N={nloc} ({qualifier})", + flush=True, + ) + + del coord, atype, outputs + gc.collect() + if not any(active.values()): + break + + args.output.parent.mkdir(parents=True, exist_ok=True) + with args.output.open("w", newline="") as handle: + writer = csv.DictWriter( + handle, + fieldnames=( + "backend", + "device", + "scenario", + "nloc", + "nall", + "algorithm", + "time_ms", + "repeats", + "exact_match", + "same_neighbor_set", + "status", + ), + ) + writer.writeheader() + writer.writerows(rows) + + +if __name__ == "__main__": + main() diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py new file mode 100644 index 0000000000..7e6f7c929e --- /dev/null +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -0,0 +1,348 @@ +# SPDX-License-Identifier: LGPL-3.0-or-later +"""Tests for the adaptive Array API default neighbor-list builder.""" + +from typing import ( + Any, +) + +import array_api_compat +import numpy as np +import pytest + +import deepmd.dpmodel.utils.default_neighbor_list as default_nlist +from deepmd.dpmodel.utils.default_neighbor_list import ( + DefaultNeighborList, +) +from deepmd.dpmodel.utils.exclude_mask import ( + PairExcludeMask, +) + + +def _force_search(monkeypatch: pytest.MonkeyPatch, *, cell: bool) -> None: + """Force one public search path without changing the builder API.""" + threshold = 0 if cell else 10**9 + for name in ( + "_NUMPY_CPU_PERIODIC_CELL_LIST_THRESHOLD", + "_NUMPY_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", + "_TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD", + "_TORCH_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", + "_JAX_CPU_PERIODIC_CELL_LIST_THRESHOLD", + "_JAX_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", + "_TF_CPU_PERIODIC_CELL_LIST_THRESHOLD", + "_TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", + "_TORCH_CUDA_PERIODIC_CELL_LIST_THRESHOLD", + "_TORCH_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", + "_JAX_CUDA_PERIODIC_CELL_LIST_THRESHOLD", + "_JAX_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", + "_TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD", + "_TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", + ): + monkeypatch.setattr(default_nlist, name, threshold) + + +def _random_system( + *, nframes: int = 2, nloc: int = 48, dtype: Any = np.float64 +) -> tuple[np.ndarray, np.ndarray, np.ndarray]: + """Create reproducible triclinic frames without distance degeneracies.""" + rng = np.random.default_rng(20260721) + box = np.asarray( + [ + [[9.0, 0.0, 0.0], [0.8, 8.5, 0.0], [0.3, 0.6, 9.5]], + [[8.5, 0.0, 0.0], [-0.5, 9.2, 0.0], [0.4, -0.2, 8.8]], + ][:nframes], + dtype=dtype, + ) + fractional = rng.random((nframes, nloc, 3)) + coord = np.matmul(fractional, box) + atype = rng.integers(0, 2, size=(nframes, nloc), dtype=np.int64) + return coord, atype, box + + +def _build( + monkeypatch: pytest.MonkeyPatch, + *, + cell: bool, + coord: Any, + atype: Any, + box: Any, + rcut: float, + sel: list[int], + pair_excl: PairExcludeMask | None = None, +) -> tuple[Any, Any, Any, Any]: + """Build with a forced dense or cell-list implementation.""" + _force_search(monkeypatch, cell=cell) + return DefaultNeighborList().build( + coord, atype, box, rcut, sel, pair_excl=pair_excl + ) + + +@pytest.mark.parametrize("dtype", [np.float32, np.float64]) +@pytest.mark.parametrize("periodic", [False, True]) +def test_cell_list_matches_dense( + monkeypatch: pytest.MonkeyPatch, periodic: bool, dtype: Any +) -> None: + """The sparse candidate search preserves the dense quartet exactly.""" + coord, atype, box = _random_system(dtype=dtype) + box_arg = box if periodic else None + dense = _build( + monkeypatch, + cell=False, + coord=coord, + atype=atype, + box=box_arg, + rcut=3.2, + sel=[24, 24], + ) + cell = _build( + monkeypatch, + cell=True, + coord=coord, + atype=atype, + box=box_arg, + rcut=3.2, + sel=[24, 24], + ) + for dense_value, cell_value in zip(dense, cell, strict=True): + np.testing.assert_allclose(dense_value, cell_value) + + +def test_cell_list_exact_cutoff_virtual_and_exclusion( + monkeypatch: pytest.MonkeyPatch, +) -> None: + """Boundary neighbors, virtual atoms, and exclusion holes match dense search.""" + coord = np.asarray( + [[[0.0, 0.0, 0.0], [1.0, 0.0, 0.0], [2.0, 0.0, 0.0], [0.0, 0.0, 0.0]]], + dtype=np.float64, + ) + atype = np.asarray([[0, 1, 0, -1]], dtype=np.int64) + pair_excl = PairExcludeMask(2, [(0, 1)]) + dense = _build( + monkeypatch, + cell=False, + coord=coord, + atype=atype, + box=None, + rcut=1.0, + sel=[4, 4], + pair_excl=pair_excl, + ) + cell = _build( + monkeypatch, + cell=True, + coord=coord, + atype=atype, + box=None, + rcut=1.0, + sel=[4, 4], + pair_excl=pair_excl, + ) + for dense_value, cell_value in zip(dense, cell, strict=True): + np.testing.assert_array_equal(dense_value, cell_value) + + +def test_cell_list_preserves_equal_distance_image_order( + monkeypatch: pytest.MonkeyPatch, +) -> None: + """Stable ordering of symmetry-equivalent periodic images matches dense search.""" + coord = np.asarray([[[0.1, 0.2, 0.3], [1.1, 1.2, 1.3]]], dtype=np.float64) + atype = np.asarray([[0, 0]], dtype=np.int64) + box = 2.0 * np.eye(3, dtype=np.float64)[None, :, :] + dense = _build( + monkeypatch, + cell=False, + coord=coord, + atype=atype, + box=box, + rcut=2.1, + sel=[100], + ) + cell = _build( + monkeypatch, + cell=True, + coord=coord, + atype=atype, + box=box, + rcut=2.1, + sel=[100], + ) + for dense_value, cell_value in zip(dense, cell, strict=True): + np.testing.assert_array_equal(dense_value, cell_value) + + +def test_cell_list_array_api_strict() -> None: + """The low-complexity helper uses operations from the strict Array API.""" + strict = pytest.importorskip("array_api_strict") + coord, atype, _ = _random_system(nframes=1, nloc=24) + coord_strict = strict.asarray(coord) + atype_strict = strict.asarray(atype) + result = default_nlist._build_neighbor_list_cell( + strict.reshape(coord_strict, (1, -1)), + atype_strict, + 24, + 3.2, + 32, + ) + + # Compare against the historical NumPy implementation as the oracle. + reference = default_nlist.build_neighbor_list( + coord.reshape(1, -1), + atype, + 24, + 3.2, + [32], + distinguish_types=False, + ) + assert array_api_compat.is_array_api_obj(result) + np.testing.assert_array_equal(np.asarray(result), reference) + + +def test_cell_list_torch_namespace_and_gradient( + monkeypatch: pytest.MonkeyPatch, +) -> None: + """Torch receives tensor outputs while extended-coordinate gradients survive.""" + torch = pytest.importorskip("torch") + coord, atype, box = _random_system(nframes=1, nloc=32) + coord_t = torch.tensor(coord, dtype=torch.float64, requires_grad=True) + atype_t = torch.tensor(atype, dtype=torch.int64) + box_t = torch.tensor(box, dtype=torch.float64) + + dense = _build( + monkeypatch, + cell=False, + coord=coord_t.detach(), + atype=atype_t, + box=box_t, + rcut=3.2, + sel=[24, 24], + ) + cell = _build( + monkeypatch, + cell=True, + coord=coord_t, + atype=atype_t, + box=box_t, + rcut=3.2, + sel=[24, 24], + ) + for dense_value, cell_value in zip(dense, cell, strict=True): + torch.testing.assert_close(dense_value, cell_value) + + cell[0].sum().backward() + assert coord_t.grad is not None + + +def test_torch_cpu_threshold() -> None: + """PyTorch CPU stays dense until the rcut=6 crossover.""" + torch = pytest.importorskip("torch") + coord = torch.zeros((1, 1, 3), dtype=torch.float64) + assert not default_nlist._supports_cell_list(coord, 2047, periodic=False) + assert default_nlist._supports_cell_list(coord, 2048, periodic=False) + + +def test_cell_list_jax_eager() -> None: + """Eager JAX builds the dynamic candidate list exactly outside ``jit``.""" + jax = pytest.importorskip("jax") + jax.config.update("jax_enable_x64", True) + jnp = pytest.importorskip("jax.numpy") + coord, atype, _ = _random_system(nframes=1, nloc=256) + pair_excl = PairExcludeMask(2, [(0, 1)]) + reference = default_nlist.build_neighbor_list( + coord.reshape(1, -1), + atype, + 256, + 3.2, + [32], + distinguish_types=False, + pair_excl=pair_excl, + ) + + result = DefaultNeighborList().build( + jnp.asarray(coord), + jnp.asarray(atype), + None, + 3.2, + [32], + pair_excl=pair_excl, + )[2] + result.block_until_ready() + np.testing.assert_array_equal(np.asarray(result), reference) + assert not default_nlist._supports_cell_list( + jnp.asarray(coord), 255, periodic=False + ) + assert default_nlist._supports_cell_list(jnp.asarray(coord), 256, periodic=False) + traced_support = jax.jit( + lambda cc: jnp.asarray( + default_nlist._supports_cell_list(cc, 256, periodic=False) + ) + )(jnp.asarray(coord)) + assert not bool(np.asarray(traced_support)) + + +def test_cell_list_tensorflow_function_periodic( + monkeypatch: pytest.MonkeyPatch, +) -> None: + """TensorFlow graph mode supports dynamic candidates and periodic ghosts.""" + tf = pytest.importorskip("tensorflow") + ndtf = pytest.importorskip("deepmd._vendors.ndtensorflow") + coord, atype, box = _random_system(nframes=1, nloc=24) + dense = _build( + monkeypatch, + cell=False, + coord=coord, + atype=atype, + box=box, + rcut=3.2, + sel=[24, 24], + ) + _force_search(monkeypatch, cell=True) + + @tf.function( + autograph=False, + input_signature=[ + tf.TensorSpec([None, 24, 3], tf.float64), + tf.TensorSpec([None, 24], tf.int64), + tf.TensorSpec([None, 3, 3], tf.float64), + ], + ) + def build_graph(cc: Any, aa: Any, bb: Any) -> tuple[Any, Any, Any, Any]: + result = DefaultNeighborList().build( + ndtf.asarray(cc), ndtf.asarray(aa), ndtf.asarray(bb), 3.2, [24, 24] + ) + return tuple(value.unwrap() for value in result) + + cell = build_graph(coord, atype, box) + for dense_value, cell_value in zip(dense, cell, strict=True): + np.testing.assert_allclose(dense_value, cell_value.numpy()) + + +def test_tensorflow_cpu_threshold() -> None: + """TensorFlow keeps sub-4096-atom CPU systems on dense search.""" + tf = pytest.importorskip("tensorflow") + ndtf = pytest.importorskip("deepmd._vendors.ndtensorflow") + tf_coord = ndtf.asarray(tf.zeros((1, 1, 3), dtype=tf.float64)) + assert not default_nlist._supports_cell_list(tf_coord, 4095, periodic=False) + assert default_nlist._supports_cell_list(tf_coord, 4096, periodic=False) + + +def test_automatic_cpu_thresholds() -> None: + """Measured CPU crossovers keep small systems on the dense fast path.""" + assert not default_nlist._supports_cell_list( + np.zeros((1, 31, 3)), + 31, + periodic=True, + ) + assert default_nlist._supports_cell_list( + np.zeros((1, 32, 3)), + 32, + periodic=True, + ) + assert not default_nlist._supports_cell_list( + np.zeros((1, 255, 3)), + 255, + periodic=False, + ) + assert default_nlist._supports_cell_list( + np.zeros((1, 256, 3)), + 256, + periodic=False, + ) From 13b05a358d5fa016cfe30e04628ad97c0105b1f8 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 10:00:34 +0800 Subject: [PATCH 02/13] fix(dpmodel): stabilize backend neighbor tests Normalize legacy TensorFlow dynamic dimensions in ndtensorflow indexing. Move all backend-specific neighbor-list coverage into the consistent test suite, with TF2 remaining opt-in, and address the benchmark plotting review feedback. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/_vendors/ndtensorflow/_namespace.py | 8 +- .../default-neighbor-list-benchmark.md | 7 + .../plot_default_neighbor_list_benchmark.py | 19 +- doc/requirements.txt | 2 + .../dpmodel/test_default_neighbor_list.py | 173 +------------ .../consistent/test_default_neighbor_list.py | 227 ++++++++++++++++++ 6 files changed, 260 insertions(+), 176 deletions(-) create mode 100644 source/tests/consistent/test_default_neighbor_list.py diff --git a/deepmd/_vendors/ndtensorflow/_namespace.py b/deepmd/_vendors/ndtensorflow/_namespace.py index e5ee9bd6db..f981e22599 100644 --- a/deepmd/_vendors/ndtensorflow/_namespace.py +++ b/deepmd/_vendors/ndtensorflow/_namespace.py @@ -1650,7 +1650,11 @@ def take(x: Array, indices: Array, /, *, axis: int | None = None) -> Array: axis = 0 axis = _normalize_axis(axis, tensor.shape.rank) indices_ = tf.cast(_unwrap(indices), tf.int64) - dim = tensor.shape[axis] + # ``TensorShape.__getitem__`` returns either ``None`` or + # ``Dimension(None)`` depending on TensorFlow's global v2-shape setting. + # ``as_list`` normalizes both representations, which keeps dynamic-axis + # indexing valid when another test or caller enables legacy TensorShape. + dim = tensor.shape.as_list()[axis] dim = ( tf.shape(tensor, out_type=tf.int64)[axis] if dim is None @@ -1664,7 +1668,7 @@ def take_along_axis(x: Array, indices: Array, /, *, axis: int = -1) -> Array: tensor = _unwrap(x) indices_ = tf.cast(_unwrap(indices), tf.int64) axis = _normalize_axis(axis, tensor.shape.rank) - dim = tensor.shape[axis] + dim = tensor.shape.as_list()[axis] dim = ( tf.shape(tensor, out_type=tf.int64)[axis] if dim is None diff --git a/doc/development/default-neighbor-list-benchmark.md b/doc/development/default-neighbor-list-benchmark.md index 853cc73d5c..835293532d 100644 --- a/doc/development/default-neighbor-list-benchmark.md +++ b/doc/development/default-neighbor-list-benchmark.md @@ -99,3 +99,10 @@ srun --gres=gpu:1 python \ --backend jax --device gpu --scenario nonperiodic \ --output result_jax_gpu_nonperiodic.csv ``` + +Generate both plots from a directory containing the resulting `result_*.csv` +files: + +```bash +python doc/development/plot_default_neighbor_list_benchmark.py +``` diff --git a/doc/development/plot_default_neighbor_list_benchmark.py b/doc/development/plot_default_neighbor_list_benchmark.py index 90aaba2ffa..ef05ed57fa 100644 --- a/doc/development/plot_default_neighbor_list_benchmark.py +++ b/doc/development/plot_default_neighbor_list_benchmark.py @@ -10,6 +10,9 @@ from pathlib import ( Path, ) +from typing import ( + Any, +) import matplotlib @@ -64,6 +67,18 @@ def setup_axes() -> tuple[plt.Figure, dict[tuple[str, str], plt.Axes]]: return fig, axes +def collect_legend( + axes: dict[tuple[str, str], plt.Axes], +) -> tuple[list[Any], list[str]]: + """Collect each plotted series once across all benchmark panels.""" + handles_by_label: dict[str, Any] = {} + for axis in axes.values(): + handles, labels = axis.get_legend_handles_labels() + for handle, label in zip(handles, labels, strict=True): + handles_by_label.setdefault(label, handle) + return list(handles_by_label.values()), list(handles_by_label) + + def plot_runtime(data: pd.DataFrame, directory: Path) -> None: fig, axes = setup_axes() for (device, scenario), axis in axes.items(): @@ -92,7 +107,7 @@ def plot_runtime(data: pd.DataFrame, directory: Path) -> None: axis.set_title(f"{device.upper()} — {scenario}") axis.set_xlabel("Local atoms N") axis.set_ylabel("Neighbor-search time (ms)") - handles, labels = axes[("cpu", "nonperiodic")].get_legend_handles_labels() + handles, labels = collect_legend(axes) fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) fig.suptitle( "DeePMD dense vs Cartesian cell-list neighbor search\n" @@ -136,7 +151,7 @@ def plot_speedup(data: pd.DataFrame, directory: Path) -> None: axis.set_title(f"{device.upper()} — {scenario}") axis.set_xlabel("Local atoms N") axis.set_ylabel("Speedup: dense time / cell time") - handles, labels = axes[("cpu", "nonperiodic")].get_legend_handles_labels() + handles, labels = collect_legend(axes) fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) fig.suptitle( "Cartesian cell-list speedup over dense neighbor search\n" diff --git a/doc/requirements.txt b/doc/requirements.txt index c8a8e2d868..fae0ef96fe 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -1,4 +1,6 @@ .[docs,cpu,torch] +matplotlib>=3.7 +pandas # https://github.com/mcmtroffaes/sphinxcontrib-bibtex/issues/309 docutils!=0.18.*,!=0.19.* sphinx>=7 diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py index 7e6f7c929e..2d36cd5d2f 100644 --- a/source/tests/common/dpmodel/test_default_neighbor_list.py +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -5,14 +5,10 @@ Any, ) -import array_api_compat import numpy as np import pytest import deepmd.dpmodel.utils.default_neighbor_list as default_nlist -from deepmd.dpmodel.utils.default_neighbor_list import ( - DefaultNeighborList, -) from deepmd.dpmodel.utils.exclude_mask import ( PairExcludeMask, ) @@ -24,18 +20,6 @@ def _force_search(monkeypatch: pytest.MonkeyPatch, *, cell: bool) -> None: for name in ( "_NUMPY_CPU_PERIODIC_CELL_LIST_THRESHOLD", "_NUMPY_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", - "_TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD", - "_TORCH_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", - "_JAX_CPU_PERIODIC_CELL_LIST_THRESHOLD", - "_JAX_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", - "_TF_CPU_PERIODIC_CELL_LIST_THRESHOLD", - "_TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD", - "_TORCH_CUDA_PERIODIC_CELL_LIST_THRESHOLD", - "_TORCH_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", - "_JAX_CUDA_PERIODIC_CELL_LIST_THRESHOLD", - "_JAX_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", - "_TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD", - "_TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD", ): monkeypatch.setattr(default_nlist, name, threshold) @@ -71,7 +55,7 @@ def _build( ) -> tuple[Any, Any, Any, Any]: """Build with a forced dense or cell-list implementation.""" _force_search(monkeypatch, cell=cell) - return DefaultNeighborList().build( + return default_nlist.DefaultNeighborList().build( coord, atype, box, rcut, sel, pair_excl=pair_excl ) @@ -169,161 +153,6 @@ def test_cell_list_preserves_equal_distance_image_order( np.testing.assert_array_equal(dense_value, cell_value) -def test_cell_list_array_api_strict() -> None: - """The low-complexity helper uses operations from the strict Array API.""" - strict = pytest.importorskip("array_api_strict") - coord, atype, _ = _random_system(nframes=1, nloc=24) - coord_strict = strict.asarray(coord) - atype_strict = strict.asarray(atype) - result = default_nlist._build_neighbor_list_cell( - strict.reshape(coord_strict, (1, -1)), - atype_strict, - 24, - 3.2, - 32, - ) - - # Compare against the historical NumPy implementation as the oracle. - reference = default_nlist.build_neighbor_list( - coord.reshape(1, -1), - atype, - 24, - 3.2, - [32], - distinguish_types=False, - ) - assert array_api_compat.is_array_api_obj(result) - np.testing.assert_array_equal(np.asarray(result), reference) - - -def test_cell_list_torch_namespace_and_gradient( - monkeypatch: pytest.MonkeyPatch, -) -> None: - """Torch receives tensor outputs while extended-coordinate gradients survive.""" - torch = pytest.importorskip("torch") - coord, atype, box = _random_system(nframes=1, nloc=32) - coord_t = torch.tensor(coord, dtype=torch.float64, requires_grad=True) - atype_t = torch.tensor(atype, dtype=torch.int64) - box_t = torch.tensor(box, dtype=torch.float64) - - dense = _build( - monkeypatch, - cell=False, - coord=coord_t.detach(), - atype=atype_t, - box=box_t, - rcut=3.2, - sel=[24, 24], - ) - cell = _build( - monkeypatch, - cell=True, - coord=coord_t, - atype=atype_t, - box=box_t, - rcut=3.2, - sel=[24, 24], - ) - for dense_value, cell_value in zip(dense, cell, strict=True): - torch.testing.assert_close(dense_value, cell_value) - - cell[0].sum().backward() - assert coord_t.grad is not None - - -def test_torch_cpu_threshold() -> None: - """PyTorch CPU stays dense until the rcut=6 crossover.""" - torch = pytest.importorskip("torch") - coord = torch.zeros((1, 1, 3), dtype=torch.float64) - assert not default_nlist._supports_cell_list(coord, 2047, periodic=False) - assert default_nlist._supports_cell_list(coord, 2048, periodic=False) - - -def test_cell_list_jax_eager() -> None: - """Eager JAX builds the dynamic candidate list exactly outside ``jit``.""" - jax = pytest.importorskip("jax") - jax.config.update("jax_enable_x64", True) - jnp = pytest.importorskip("jax.numpy") - coord, atype, _ = _random_system(nframes=1, nloc=256) - pair_excl = PairExcludeMask(2, [(0, 1)]) - reference = default_nlist.build_neighbor_list( - coord.reshape(1, -1), - atype, - 256, - 3.2, - [32], - distinguish_types=False, - pair_excl=pair_excl, - ) - - result = DefaultNeighborList().build( - jnp.asarray(coord), - jnp.asarray(atype), - None, - 3.2, - [32], - pair_excl=pair_excl, - )[2] - result.block_until_ready() - np.testing.assert_array_equal(np.asarray(result), reference) - assert not default_nlist._supports_cell_list( - jnp.asarray(coord), 255, periodic=False - ) - assert default_nlist._supports_cell_list(jnp.asarray(coord), 256, periodic=False) - traced_support = jax.jit( - lambda cc: jnp.asarray( - default_nlist._supports_cell_list(cc, 256, periodic=False) - ) - )(jnp.asarray(coord)) - assert not bool(np.asarray(traced_support)) - - -def test_cell_list_tensorflow_function_periodic( - monkeypatch: pytest.MonkeyPatch, -) -> None: - """TensorFlow graph mode supports dynamic candidates and periodic ghosts.""" - tf = pytest.importorskip("tensorflow") - ndtf = pytest.importorskip("deepmd._vendors.ndtensorflow") - coord, atype, box = _random_system(nframes=1, nloc=24) - dense = _build( - monkeypatch, - cell=False, - coord=coord, - atype=atype, - box=box, - rcut=3.2, - sel=[24, 24], - ) - _force_search(monkeypatch, cell=True) - - @tf.function( - autograph=False, - input_signature=[ - tf.TensorSpec([None, 24, 3], tf.float64), - tf.TensorSpec([None, 24], tf.int64), - tf.TensorSpec([None, 3, 3], tf.float64), - ], - ) - def build_graph(cc: Any, aa: Any, bb: Any) -> tuple[Any, Any, Any, Any]: - result = DefaultNeighborList().build( - ndtf.asarray(cc), ndtf.asarray(aa), ndtf.asarray(bb), 3.2, [24, 24] - ) - return tuple(value.unwrap() for value in result) - - cell = build_graph(coord, atype, box) - for dense_value, cell_value in zip(dense, cell, strict=True): - np.testing.assert_allclose(dense_value, cell_value.numpy()) - - -def test_tensorflow_cpu_threshold() -> None: - """TensorFlow keeps sub-4096-atom CPU systems on dense search.""" - tf = pytest.importorskip("tensorflow") - ndtf = pytest.importorskip("deepmd._vendors.ndtensorflow") - tf_coord = ndtf.asarray(tf.zeros((1, 1, 3), dtype=tf.float64)) - assert not default_nlist._supports_cell_list(tf_coord, 4095, periodic=False) - assert default_nlist._supports_cell_list(tf_coord, 4096, periodic=False) - - def test_automatic_cpu_thresholds() -> None: """Measured CPU crossovers keep small systems on the dense fast path.""" assert not default_nlist._supports_cell_list( diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py new file mode 100644 index 0000000000..ddbecc68d1 --- /dev/null +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -0,0 +1,227 @@ +# SPDX-License-Identifier: LGPL-3.0-or-later +"""Backend-gated consistency tests for the default neighbor-list builder.""" + +import unittest +from typing import ( + Any, +) +from unittest import ( + mock, +) + +import array_api_compat +import numpy as np + +import deepmd.dpmodel.utils.default_neighbor_list as default_nlist +from deepmd.dpmodel.utils.exclude_mask import ( + PairExcludeMask, +) + +from .common import ( + INSTALLED_ARRAY_API_STRICT, + INSTALLED_JAX, + INSTALLED_PT, + INSTALLED_TF2, +) + +if INSTALLED_ARRAY_API_STRICT: + import array_api_strict as strict + +if INSTALLED_PT: + import torch + +if INSTALLED_JAX: + import jax + import jax.numpy as jnp + +if INSTALLED_TF2: + import tensorflow as tf + + from deepmd._vendors import ndtensorflow as ndtf + + +def _random_system( + *, nloc: int, dtype: Any = np.float64 +) -> tuple[np.ndarray, np.ndarray, np.ndarray]: + """Create one reproducible triclinic frame for backend comparisons.""" + rng = np.random.default_rng(20260721) + box = np.asarray( + [[[9.0, 0.0, 0.0], [0.8, 8.5, 0.0], [0.3, 0.6, 9.5]]], + dtype=dtype, + ) + coord = np.matmul(rng.random((1, nloc, 3)), box) + atype = rng.integers(0, 2, size=(1, nloc), dtype=np.int64) + return coord, atype, box + + +@unittest.skipUnless(INSTALLED_ARRAY_API_STRICT, "array_api_strict is not installed") +class TestArrayAPIStrictDefaultNeighborList(unittest.TestCase): + """Validate that the cell-list helper stays within the strict Array API.""" + + def test_array_api_strict_cell_list_matches_dense(self) -> None: + coord, atype, _ = _random_system(nloc=24) + coord_strict = strict.asarray(coord) + atype_strict = strict.asarray(atype) + result = default_nlist._build_neighbor_list_cell( + strict.reshape(coord_strict, (1, -1)), + atype_strict, + 24, + 3.2, + 32, + ) + reference = default_nlist.build_neighbor_list( + coord.reshape(1, -1), + atype, + 24, + 3.2, + [32], + distinguish_types=False, + ) + self.assertTrue(array_api_compat.is_array_api_obj(result)) + np.testing.assert_array_equal(np.asarray(result), reference) + + +@unittest.skipUnless(INSTALLED_PT, "PyTorch is not installed") +class TestTorchDefaultNeighborList(unittest.TestCase): + """Validate PyTorch output, gradients, and measured CPU dispatch.""" + + def test_torch_namespace_and_gradient(self) -> None: + coord, atype, box = _random_system(nloc=32) + coord_t = torch.tensor(coord, dtype=torch.float64, requires_grad=True) + atype_t = torch.tensor(atype, dtype=torch.int64) + box_t = torch.tensor(box, dtype=torch.float64) + + with mock.patch.multiple( + default_nlist, + _TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD=10**9, + ): + dense = default_nlist.DefaultNeighborList().build( + coord_t.detach(), atype_t, box_t, 3.2, [24, 24] + ) + with mock.patch.multiple( + default_nlist, + _TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD=0, + ): + cell = default_nlist.DefaultNeighborList().build( + coord_t, atype_t, box_t, 3.2, [24, 24] + ) + for dense_value, cell_value in zip(dense, cell, strict=True): + torch.testing.assert_close(dense_value, cell_value) + + cell[0].sum().backward() + self.assertIsNotNone(coord_t.grad) + + def test_torch_cpu_threshold(self) -> None: + coord = torch.zeros((1, 1, 3), dtype=torch.float64) + self.assertFalse(default_nlist._supports_cell_list(coord, 2047, periodic=False)) + self.assertTrue(default_nlist._supports_cell_list(coord, 2048, periodic=False)) + + +@unittest.skipUnless(INSTALLED_JAX, "JAX is not installed") +class TestJAXDefaultNeighborList(unittest.TestCase): + """Validate eager JAX construction and the traced dense fallback.""" + + def test_jax_eager_cell_list_matches_dense(self) -> None: + jax.config.update("jax_enable_x64", True) + coord, atype, _ = _random_system(nloc=256) + pair_excl = PairExcludeMask(2, [(0, 1)]) + reference = default_nlist.build_neighbor_list( + coord.reshape(1, -1), + atype, + 256, + 3.2, + [32], + distinguish_types=False, + pair_excl=pair_excl, + ) + cpu = jax.devices("cpu")[0] + coord_jax = jax.device_put(coord, cpu) + atype_jax = jax.device_put(atype, cpu) + + result = default_nlist.DefaultNeighborList().build( + coord_jax, + atype_jax, + None, + 3.2, + [32], + pair_excl=pair_excl, + )[2] + result.block_until_ready() + np.testing.assert_array_equal(np.asarray(result), reference) + self.assertFalse( + default_nlist._supports_cell_list(coord_jax, 255, periodic=False) + ) + self.assertTrue( + default_nlist._supports_cell_list(coord_jax, 256, periodic=False) + ) + traced_support = jax.jit( + lambda cc: jnp.asarray( + default_nlist._supports_cell_list(cc, 256, periodic=False) + ) + )(coord_jax) + self.assertFalse(bool(np.asarray(traced_support))) + + +@unittest.skipUnless(INSTALLED_TF2, "TF2 backend is not installed") +class TestTF2DefaultNeighborList(unittest.TestCase): + """Validate the Array API neighbor search in the opt-in TF2 test job.""" + + def test_tf2_cpu_threshold(self) -> None: + """TensorFlow keeps sub-4096-atom CPU systems on dense search.""" + with tf.device("/CPU:0"): + coord = ndtf.asarray(tf.zeros((1, 1, 3), dtype=tf.float64)) + self.assertFalse(default_nlist._supports_cell_list(coord, 4095, periodic=False)) + self.assertTrue(default_nlist._supports_cell_list(coord, 4096, periodic=False)) + + def test_tf2_function_periodic_cell_list_matches_dense(self) -> None: + """A dynamic-batch TF graph preserves the dense periodic result.""" + coord, atype, box = _random_system(nloc=24) + + # Force opposite public paths so the comparison does not depend on + # benchmark-derived dispatch thresholds or the available TF2 device. + with mock.patch.multiple( + default_nlist, + _NUMPY_CPU_PERIODIC_CELL_LIST_THRESHOLD=10**9, + _TF_CPU_PERIODIC_CELL_LIST_THRESHOLD=0, + _TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD=0, + ): + dense = default_nlist.DefaultNeighborList().build( + coord, atype, box, 3.2, [24, 24] + ) + + # The TF1 consistency suite can leave legacy Dimension objects + # enabled process-wide. Reproduce that shape representation here, + # then restore the TF2 job's original setting after graph tracing. + v2_shapes_enabled = tf.TensorSpec([None], tf.float64).shape[0] is None + tf.compat.v1.disable_v2_tensorshape() + try: + + @tf.function( + autograph=False, + input_signature=[ + tf.TensorSpec([None, 24, 3], tf.float64), + tf.TensorSpec([None, 24], tf.int64), + tf.TensorSpec([None, 3, 3], tf.float64), + ], + ) + def build_graph(cc: Any, aa: Any, bb: Any) -> tuple[Any, Any, Any, Any]: + result = default_nlist.DefaultNeighborList().build( + ndtf.asarray(cc), + ndtf.asarray(aa), + ndtf.asarray(bb), + 3.2, + [24, 24], + ) + return tuple(value.unwrap() for value in result) + + cell = build_graph(coord, atype, box) + finally: + if v2_shapes_enabled: + tf.compat.v1.enable_v2_tensorshape() + + for dense_value, cell_value in zip(dense, cell, strict=True): + np.testing.assert_allclose(dense_value, cell_value.numpy()) + + +if __name__ == "__main__": + unittest.main() From f69b2db67687d4f9bc45b19a16dc0b605026bc37 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 10:09:37 +0800 Subject: [PATCH 03/13] test(dpmodel): restore backend test state Use one unittest import style and restore the process-wide JAX x64 setting after the neighbor-list consistency test. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- source/tests/consistent/test_default_neighbor_list.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index ddbecc68d1..ffbf2d84e8 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -2,12 +2,10 @@ """Backend-gated consistency tests for the default neighbor-list builder.""" import unittest +import unittest.mock as mock from typing import ( Any, ) -from unittest import ( - mock, -) import array_api_compat import numpy as np @@ -122,6 +120,8 @@ class TestJAXDefaultNeighborList(unittest.TestCase): """Validate eager JAX construction and the traced dense fallback.""" def test_jax_eager_cell_list_matches_dense(self) -> None: + previous_x64 = jax.config.read("jax_enable_x64") + self.addCleanup(jax.config.update, "jax_enable_x64", previous_x64) jax.config.update("jax_enable_x64", True) coord, atype, _ = _random_system(nloc=256) pair_excl = PairExcludeMask(2, [(0, 1)]) From 8764c723ae0818e9f96f2203903bdc9e8f22b4fa Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 12:43:02 +0800 Subject: [PATCH 04/13] perf(dpmodel): reduce cell-list candidate sorting Sort eager candidates in padded per-center rows to avoid three global candidate sorts and the final selection scatter. Keep compact sorting for traced graphs, JAX accelerators, and imbalanced candidate distributions. Remove benchmark documentation and generated data from the PR scope. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 126 +++++++- .../default-neighbor-list-benchmark.md | 108 ------- .../default_neighbor_list_benchmark_rcut6.csv | 284 ------------------ .../plot_default_neighbor_list_benchmark.py | 176 ----------- .../neighbor_list_rcut6_runtime_loglog.png | Bin 456790 -> 0 bytes .../neighbor_list_rcut6_speedup_loglog.png | Bin 319381 -> 0 bytes doc/index.rst | 1 - doc/requirements.txt | 2 - .../dpmodel/test_default_neighbor_list.py | 30 ++ .../consistent/test_default_neighbor_list.py | 5 + 10 files changed, 159 insertions(+), 573 deletions(-) delete mode 100644 doc/development/default-neighbor-list-benchmark.md delete mode 100644 doc/development/default_neighbor_list_benchmark_rcut6.csv delete mode 100644 doc/development/plot_default_neighbor_list_benchmark.py delete mode 100644 doc/images/neighbor_list_rcut6_runtime_loglog.png delete mode 100644 doc/images/neighbor_list_rcut6_speedup_loglog.png diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index e8acf10cc1..7625650398 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -12,6 +12,7 @@ Array, xp_hint_dynamic_size, xp_scatter_sum, + xp_take_along_axis, ) from deepmd.dpmodel.utils.neighbor_list import ( EdgeNeighborList, @@ -61,6 +62,10 @@ (ii, jj, kk) for ii in (-1, 0, 1) for jj in (-1, 0, 1) for kk in (-1, 0, 1) ) +# Bound row padding to four times the compact edge count; more skewed candidate +# distributions keep the compact representation to avoid excessive memory use. +_PADDED_CANDIDATE_OVERHEAD_LIMIT = 4 + def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: """Whether automatic dispatch should use a backend-safe cell-list path. @@ -140,6 +145,115 @@ def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: return nloc >= threshold +def _select_nearest_padded( + center: Array, + neighbor_ext: Array, + distance: Array, + ncenters: int, + nsel: int, +) -> Array | None: + """Select neighbors by sorting independent, padded center rows. + + The compact candidate stream is already grouped by center. Padding those + groups into rows makes the center key implicit, so two row-wise stable sorts + implement ``(distance, ext_index)`` ordering instead of three global sorts + plus a final scatter. Highly imbalanced rows can waste substantial memory; + return ``None`` in that case so the compact global-sort path remains usable. + + This helper requires eager, concrete candidate counts because the maximum + row width controls an allocation. Callers must retain the compact path for + traced namespaces with symbolic data-dependent dimensions. + """ + xp = array_api_compat.array_namespace(center, neighbor_ext, distance) + device = array_api_compat.device(center) + ones = xp.ones_like(center) + count_per_center = xp_scatter_sum( + xp.zeros((ncenters,), dtype=xp.int64, device=device), 0, center, ones + ) + max_candidates = int(xp.max(count_per_center)) + if max_candidates == 0: + return xp.full((ncenters, nsel), -1, dtype=xp.int64, device=device) + + edge_count = center.shape[0] + padded_size = ncenters * max_candidates + if padded_size > _PADDED_CANDIDATE_OVERHEAD_LIMIT * max(edge_count, 1): + return None + + center_start = xp.cumulative_sum(count_per_center) - count_per_center + edge_iota = xp.cumulative_sum(ones) - 1 + rank = edge_iota - xp.take(center_start, center, axis=0) + slot = center * max_candidates + rank + + neighbor_rows = xp_scatter_sum( + xp.zeros((padded_size,), dtype=xp.int64, device=device), + 0, + slot, + neighbor_ext + 1, + ) + neighbor_rows = xp.reshape(neighbor_rows - 1, (ncenters, max_candidates)) + distance_rows = xp_scatter_sum( + xp.zeros((padded_size,), dtype=distance.dtype, device=device), + 0, + slot, + distance, + ) + distance_rows = xp.reshape(distance_rows, (ncenters, max_candidates)) + distance_rows = xp.where( + neighbor_rows >= 0, + distance_rows, + xp.full_like(distance_rows, float("inf")), + ) + + # Stable sorting the secondary key first preserves the dense builder's + # extended-index tie break for equal distances. + order = xp.argsort(neighbor_rows, axis=1, stable=True) + neighbor_rows = xp_take_along_axis(neighbor_rows, order, axis=1) + distance_rows = xp_take_along_axis(distance_rows, order, axis=1) + order = xp.argsort(distance_rows, axis=1, stable=True) + neighbor_rows = xp_take_along_axis(neighbor_rows, order, axis=1) + + selected_width = min(nsel, max_candidates) + nlist = neighbor_rows[:, :selected_width] + if selected_width < nsel: + nlist = xp.concat( + ( + nlist, + xp.full( + (ncenters, nsel - selected_width), + -1, + dtype=xp.int64, + device=device, + ), + ), + axis=1, + ) + return nlist + + +def _supports_padded_selection(coord: Array) -> bool: + """Whether row padding can use eager, data-dependent Python dimensions.""" + if array_api_compat.is_numpy_array(coord): + return True + if array_api_compat.is_torch_array(coord): + import torch + + # torch.export/compile must keep the compact path: converting the maximum + # candidate count to ``int`` would specialize an unbacked symbolic value. + # Keep unmeasured accelerator implementations on the compact path too. + device = array_api_compat.device(coord) + return device.type in ("cpu", "cuda") and not torch.compiler.is_compiling() + if array_api_compat.is_jax_array(coord): + import jax + + # Neighbor-list construction normally runs eagerly before the compiled + # model step; a tracer still needs the static compact fallback. On JAX + # accelerators, materializing the row width on the host costs more than + # the saved sort work, so retain compact device sorting. + device = array_api_compat.device(coord) + return not isinstance(coord, jax.core.Tracer) and device.platform == "cpu" + return False + + def _build_neighbor_list_cell( coord: Array, atype: Array, @@ -156,7 +270,9 @@ def _build_neighbor_list_cell( Cell members are represented by sorted integer keys; ``searchsorted`` finds the member ranges and an array-valued ``repeat`` expands only real candidate pairs. At constant density this uses O(N) candidate memory and O(N log N) - work from the two stable sorts, instead of the dense O(N**2) distance matrix. + work, instead of the dense O(N**2) distance matrix. Eager CPU namespaces + select neighbors with two bounded row-wise sorts, while traced namespaces + and JAX GPU retain compact global sorting to avoid a host-dependent shape. The final stable lexicographic ordering is ``(center, distance, ext_index)``. It matches the dense builder's nearest-neighbor contract, including selecting @@ -249,6 +365,13 @@ def _build_neighbor_list_cell( neighbor_ext = xp.take(neighbor_ext, keep, axis=0) distance = xp.take(distance, keep, axis=0) + ncenters = nframes * nloc + if _supports_padded_selection(coord): + nlist = _select_nearest_padded(center, neighbor_ext, distance, ncenters, nsel) + if nlist is not None: + nlist = xp.reshape(nlist, (nframes, nloc, nsel)) + return apply_pair_exclusion_nlist(nlist, atype, pair_excl) + # Stable sorts from the least- to most-significant key produce the desired # lexicographic order while using only standard Array API operations. order = xp.argsort(neighbor_ext, stable=True) @@ -265,7 +388,6 @@ def _build_neighbor_list_cell( center = xp.take(center, order, axis=0) neighbor_ext = xp.take(neighbor_ext, order, axis=0) - ncenters = nframes * nloc ones = xp.ones_like(center) count_per_center = xp_scatter_sum( xp.zeros((ncenters,), dtype=xp.int64, device=device), 0, center, ones diff --git a/doc/development/default-neighbor-list-benchmark.md b/doc/development/default-neighbor-list-benchmark.md deleted file mode 100644 index 835293532d..0000000000 --- a/doc/development/default-neighbor-list-benchmark.md +++ /dev/null @@ -1,108 +0,0 @@ -# Default neighbor-list benchmark at `rcut=6` - -This benchmark compares the historical dense all-pairs neighbor search with the -Cartesian cell-list implementation in `DefaultNeighborList`. - -![Runtime comparison](../images/neighbor_list_rcut6_runtime_loglog.png) - -![Cell-list speedup](../images/neighbor_list_rcut6_speedup_loglog.png) - -## Methodology - -- `rcut=6`, one frame, `float32`, `nsel=128`. -- Uniform random coordinates at number density `0.05`. -- Periodic and non-periodic systems are measured separately. -- Periodic ghost coordinates are constructed once before timing. The plots - therefore compare the two search algorithms rather than their shared ghost - extension cost. -- Each shape and implementation is warmed once. The reported value is the - median of an adaptive 1--15 timed repetitions with an explicit device - synchronization. -- NumPy, PyTorch, and JAX use their eager neighbor-list path. TensorFlow uses - `tf.function`, matching its graph execution path. - -Hardware and software: - -- CPU: AMD EPYC 7K62, 48 cores. -- GPU: NVIDIA GeForce RTX 5090, 32607 MiB. -- Python 3.13.9, NumPy 2.5.1, PyTorch 2.12.1+cu129, JAX 0.8.0, - TensorFlow 2.21.0. -- TensorFlow 2.21.0 did not contain native compute-capability 12.0a kernels, so - its first GPU execution compiled PTX. Compilation is excluded by warm-up. - -The complete measurements are available in -[`default_neighbor_list_benchmark_rcut6.csv`](default_neighbor_list_benchmark_rcut6.csv). -They can be reproduced with -[`benchmark_default_neighbor_list.py`](../../source/tests/common/dpmodel/benchmark_default_neighbor_list.py) -and plotted with -[`plot_default_neighbor_list_benchmark.py`](plot_default_neighbor_list_benchmark.py). - -## Measured crossover - -The table reports the first measured local atom count where the cell list is no -slower than the dense implementation. NumPy has no GPU row. - -| Backend | CPU non-periodic | CPU periodic | GPU non-periodic | GPU periodic | -| ------------------------ | ---------------: | -----------: | ---------------: | -----------: | -| NumPy | 256 | 16 | - | - | -| PyTorch | 2048 | 32 | 8192 | 1024 | -| JAX eager | 256 | 32 | 8192 | 2048 | -| TensorFlow `tf.function` | 4096 | 512 | 8192 | 1024 | - -The automatic dispatcher uses conservative thresholds covering both the earlier -`rcut=3` measurements and this `rcut=6` benchmark. This avoids selecting the -cell list in a range where a backend's dense broadcast remains faster. - -## Scaling observations - -- Dense memory and runtime grow quadratically with the number of local/extended - atom pairs. JAX GPU dense search ran out of 32 GiB device memory for the - periodic `N=4096`, `nall=110592` case. - -- At fixed density, cell-list runtime grows approximately linearly once backend - launch and synchronization overheads are amortized. - -- A larger cutoff increases the average number of atoms in the 27 queried cells. - Consequently, the crossover is backend- and cutoff-dependent rather than a - universal atom count. - -- At the largest common successful measurements, the cell-list speedups were: - - - CPU non-periodic: NumPy 52.1x, PyTorch 11.0x, JAX 23.2x, - TensorFlow 3.4x. - - CPU periodic: NumPy 169.6x, PyTorch 64.5x, JAX 49.5x, - TensorFlow 16.1x. - - GPU non-periodic at `N=16384`: PyTorch 29.5x, JAX 4.1x, - TensorFlow 2.0x. - - GPU periodic: PyTorch 60.3x and TensorFlow 9.4x at `N=4096`; JAX - 2.4x at `N=2048` before the next dense size ran out of memory. - -All successful dense/cell comparisons contained the same neighbor set. Three -large PyTorch CPU cases differed only by the order of two equal-distance -`float32` neighbors in one center; no neighbor membership differed. - -## Example commands - -CPU: - -```bash -python source/tests/common/dpmodel/benchmark_default_neighbor_list.py \ - --backend torch --device cpu --scenario periodic \ - --output result_torch_cpu_periodic.csv -``` - -GPU: - -```bash -srun --gres=gpu:1 python \ - source/tests/common/dpmodel/benchmark_default_neighbor_list.py \ - --backend jax --device gpu --scenario nonperiodic \ - --output result_jax_gpu_nonperiodic.csv -``` - -Generate both plots from a directory containing the resulting `result_*.csv` -files: - -```bash -python doc/development/plot_default_neighbor_list_benchmark.py -``` diff --git a/doc/development/default_neighbor_list_benchmark_rcut6.csv b/doc/development/default_neighbor_list_benchmark_rcut6.csv deleted file mode 100644 index a3ffc39f95..0000000000 --- a/doc/development/default_neighbor_list_benchmark_rcut6.csv +++ 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runtime and speedup plots from benchmark CSV files.""" - -from __future__ import ( - annotations, -) - -import argparse -from pathlib import ( - Path, -) -from typing import ( - Any, -) - -import matplotlib - -matplotlib.use("Agg") -import matplotlib.pyplot as plt -import pandas as pd - -COLORS = { - "numpy": "#4C78A8", - "torch": "#F58518", - "jax": "#54A24B", - "tensorflow": "#E45756", -} -LABELS = { - "numpy": "NumPy", - "torch": "PyTorch", - "jax": "JAX eager", - "tensorflow": "TensorFlow tf.function", -} -ALGORITHM_STYLE = {"dense": ("-", "o"), "cell": ("--", "^")} - - -def parse_args() -> argparse.Namespace: - parser = argparse.ArgumentParser() - parser.add_argument("directory", type=Path) - parser.add_argument("--output-directory", type=Path) - return parser.parse_args() - - -def load_data(directory: Path) -> pd.DataFrame: - files = sorted(directory.glob("result_*.csv")) - consolidated = directory / "default_neighbor_list_benchmark_rcut6.csv" - if files: - data = pd.concat((pd.read_csv(path) for path in files), ignore_index=True) - elif consolidated.exists(): - data = pd.read_csv(consolidated) - else: - raise FileNotFoundError(f"no benchmark CSV files in {directory}") - data["time_ms"] = pd.to_numeric(data["time_ms"], errors="coerce") - data = data[(data["status"] == "ok") & data["time_ms"].notna()].copy() - return data - - -def setup_axes() -> tuple[plt.Figure, dict[tuple[str, str], plt.Axes]]: - fig, grid = plt.subplots(2, 2, figsize=(13.5, 9.2), constrained_layout=True) - axes = { - ("cpu", "nonperiodic"): grid[0, 0], - ("cpu", "periodic"): grid[0, 1], - ("gpu", "nonperiodic"): grid[1, 0], - ("gpu", "periodic"): grid[1, 1], - } - return fig, axes - - -def collect_legend( - axes: dict[tuple[str, str], plt.Axes], -) -> tuple[list[Any], list[str]]: - """Collect each plotted series once across all benchmark panels.""" - handles_by_label: dict[str, Any] = {} - for axis in axes.values(): - handles, labels = axis.get_legend_handles_labels() - for handle, label in zip(handles, labels, strict=True): - handles_by_label.setdefault(label, handle) - return list(handles_by_label.values()), list(handles_by_label) - - -def plot_runtime(data: pd.DataFrame, directory: Path) -> None: - fig, axes = setup_axes() - for (device, scenario), axis in axes.items(): - subset = data[(data.device == device) & (data.scenario == scenario)] - for backend in COLORS: - for algorithm in ("dense", "cell"): - series = subset[ - (subset.backend == backend) & (subset.algorithm == algorithm) - ].sort_values("nloc") - if series.empty: - continue - linestyle, marker = ALGORITHM_STYLE[algorithm] - axis.plot( - series.nloc, - series.time_ms, - color=COLORS[backend], - linestyle=linestyle, - marker=marker, - markersize=4.5, - linewidth=1.8, - label=f"{LABELS[backend]} {algorithm}", - ) - axis.set_xscale("log", base=2) - axis.set_yscale("log") - axis.grid(True, which="both", alpha=0.25) - axis.set_title(f"{device.upper()} — {scenario}") - axis.set_xlabel("Local atoms N") - axis.set_ylabel("Neighbor-search time (ms)") - handles, labels = collect_legend(axes) - fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) - fig.suptitle( - "DeePMD dense vs Cartesian cell-list neighbor search\n" - "rcut=6, density=0.05, nsel=128, float32, one frame", - fontsize=14, - ) - for suffix in ("png",): - fig.savefig(directory / f"neighbor_list_rcut6_runtime_loglog.{suffix}", dpi=180) - plt.close(fig) - - -def plot_speedup(data: pd.DataFrame, directory: Path) -> None: - pivot = data.pivot_table( - index=["backend", "device", "scenario", "nloc"], - columns="algorithm", - values="time_ms", - aggfunc="first", - ).dropna(subset=["dense", "cell"]) - pivot["speedup"] = pivot["dense"] / pivot["cell"] - pivot = pivot.reset_index() - fig, axes = setup_axes() - for (device, scenario), axis in axes.items(): - subset = pivot[(pivot.device == device) & (pivot.scenario == scenario)] - for backend in COLORS: - series = subset[subset.backend == backend].sort_values("nloc") - if series.empty: - continue - axis.plot( - series.nloc, - series.speedup, - color=COLORS[backend], - marker="o", - markersize=4.5, - linewidth=1.8, - label=LABELS[backend], - ) - axis.axhline(1.0, color="black", linestyle=":", linewidth=1.2) - axis.set_xscale("log", base=2) - axis.set_yscale("log") - axis.grid(True, which="both", alpha=0.25) - axis.set_title(f"{device.upper()} — {scenario}") - axis.set_xlabel("Local atoms N") - axis.set_ylabel("Speedup: dense time / cell time") - handles, labels = collect_legend(axes) - fig.legend(handles, labels, loc="outside lower center", ncol=4, fontsize=9) - fig.suptitle( - "Cartesian cell-list speedup over dense neighbor search\n" - "Values above 1 favor the cell-list algorithm", - fontsize=14, - ) - for suffix in ("png",): - fig.savefig(directory / f"neighbor_list_rcut6_speedup_loglog.{suffix}", dpi=180) - plt.close(fig) - - -def main() -> None: - args = parse_args() - data = load_data(args.directory) - 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-71,7 +71,6 @@ DeePMD-kit is a package written in Python/C++, designed to minimize the effort r development/create-a-model-tf development/create-a-model-pt development/type-embedding - development/default-neighbor-list-benchmark development/coding-conventions development/cicd Python API diff --git a/doc/requirements.txt b/doc/requirements.txt index fae0ef96fe..c8a8e2d868 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -1,6 +1,4 @@ .[docs,cpu,torch] -matplotlib>=3.7 -pandas # https://github.com/mcmtroffaes/sphinxcontrib-bibtex/issues/309 docutils!=0.18.*,!=0.19.* sphinx>=7 diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py index 2d36cd5d2f..6495999384 100644 --- a/source/tests/common/dpmodel/test_default_neighbor_list.py +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -153,6 +153,36 @@ def test_cell_list_preserves_equal_distance_image_order( np.testing.assert_array_equal(dense_value, cell_value) +def test_padded_selection_orders_rows_and_pads() -> None: + """Row-wise selection preserves distance/index order and empty slots.""" + center = np.asarray([0, 0, 0, 1, 1], dtype=np.int64) + neighbor = np.asarray([3, 2, 1, 4, 0], dtype=np.int64) + distance = np.asarray([1.0, 1.0, 0.5, 2.0, 1.0], dtype=np.float64) + result = default_nlist._select_nearest_padded( + center, neighbor, distance, ncenters=3, nsel=4 + ) + np.testing.assert_array_equal( + result, + np.asarray( + [[1, 2, 3, -1], [0, 4, -1, -1], [-1, -1, -1, -1]], + dtype=np.int64, + ), + ) + + +def test_padded_selection_rejects_excessive_imbalance() -> None: + """A single wide row falls back before allocating a mostly empty matrix.""" + center = np.asarray([0] * 9 + [1], dtype=np.int64) + neighbor = np.arange(10, dtype=np.int64) + distance = np.arange(10, dtype=np.float64) + assert ( + default_nlist._select_nearest_padded( + center, neighbor, distance, ncenters=10, nsel=4 + ) + is None + ) + + def test_automatic_cpu_thresholds() -> None: """Measured CPU crossovers keep small systems on the dense fast path.""" assert not default_nlist._supports_cell_list( diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index ffbf2d84e8..16417e0a39 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -154,12 +154,17 @@ def test_jax_eager_cell_list_matches_dense(self) -> None: self.assertTrue( default_nlist._supports_cell_list(coord_jax, 256, periodic=False) ) + self.assertTrue(default_nlist._supports_padded_selection(coord_jax)) traced_support = jax.jit( lambda cc: jnp.asarray( default_nlist._supports_cell_list(cc, 256, periodic=False) ) )(coord_jax) self.assertFalse(bool(np.asarray(traced_support))) + traced_padded_support = jax.jit( + lambda cc: jnp.asarray(default_nlist._supports_padded_selection(cc)) + )(coord_jax) + self.assertFalse(bool(np.asarray(traced_padded_support))) @unittest.skipUnless(INSTALLED_TF2, "TF2 backend is not installed") From 9ba1383c9f5cf84129830ff5a80cbf9e7d233a5c Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 13:37:42 +0800 Subject: [PATCH 05/13] fix(dpmodel): gate unvalidated array devices Gate automatic cell-list dispatch to validated backend devices and use the later CPU/GPU crossover for unplaced TensorFlow graphs. Reuse one correctness case across all backends and available accelerators, and remove the benchmark harness and generated artifacts from the final patch. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 36 +- .../benchmark_default_neighbor_list.py | 423 ------------------ .../consistent/test_default_neighbor_list.py | 242 +++++++--- 3 files changed, 219 insertions(+), 482 deletions(-) delete mode 100644 source/tests/common/dpmodel/benchmark_default_neighbor_list.py diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index 7625650398..f02592b11f 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -94,10 +94,32 @@ def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: if not (is_numpy or is_jax or is_torch or is_ndtensorflow): return False device = array_api_compat.device(coord) + if is_torch and getattr(device, "type", None) not in ("cpu", "cuda"): + # Cell-list primitives are only validated on PyTorch CPU/CUDA. Treat + # MPS, XPU, and future device types conservatively instead of assuming + # that searchsorted/repeat/nonzero have complete backend coverage. + return False + if is_jax and getattr(device, "platform", None) not in ("cpu", "gpu"): + # TPU and future JAX platforms need their own measurements and operation + # coverage before inheriting either the CPU or CUDA crossover. + return False + device_name = str(device).upper() + tf_cpu = is_ndtensorflow and ( + device_name.startswith("CPU") or "/DEVICE:CPU:" in device_name + ) + tf_gpu = is_ndtensorflow and ( + device_name.startswith("GPU") or "/DEVICE:GPU:" in device_name + ) + tf_unplaced = is_ndtensorflow and not device_name + if is_ndtensorflow and not (tf_cpu or tf_gpu or tf_unplaced): + # TensorFlow eager arrays identify CPU/GPU placement directly, while + # symbolic tensors may remain unplaced until graph execution. Reject + # named accelerators that have not been validated by this path. + return False is_cuda = ( getattr(device, "type", None) == "cuda" or getattr(device, "platform", None) == "gpu" - or str(device).upper().startswith("GPU") + or tf_gpu ) if is_cuda: if is_jax: @@ -124,6 +146,18 @@ def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: if periodic else _JAX_CPU_NONPERIODIC_CELL_LIST_THRESHOLD ) + elif tf_unplaced: + # An unplaced TensorFlow graph may execute on either CPU or GPU. The + # later measured crossover avoids selecting the cell list too early on + # whichever validated device the runtime eventually chooses. + threshold = max( + _TF_CPU_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD, + _TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD + if periodic + else _TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD, + ) elif is_ndtensorflow: threshold = ( _TF_CPU_PERIODIC_CELL_LIST_THRESHOLD diff --git a/source/tests/common/dpmodel/benchmark_default_neighbor_list.py b/source/tests/common/dpmodel/benchmark_default_neighbor_list.py deleted file mode 100644 index d61385e750..0000000000 --- a/source/tests/common/dpmodel/benchmark_default_neighbor_list.py +++ /dev/null @@ -1,423 +0,0 @@ -#!/usr/bin/env python3 -# SPDX-License-Identifier: LGPL-3.0-or-later -"""Benchmark dense and Cartesian-cell neighbor searches at rcut=6. - -The benchmark isolates the search itself. For periodic systems, ghost atoms are -constructed once with the common DeePMD routine before either search is timed. -This keeps the comparison focused on the O(N^2) dense distance matrix versus the -compact cell-list candidate construction. -""" - -# ruff: noqa: T201 -- benchmark progress belongs on the command line. - -from __future__ import ( - annotations, -) - -import argparse -import csv -import gc -import os -import sys -import time -from pathlib import ( - Path, -) -from typing import ( - TYPE_CHECKING, - Any, -) - -import numpy as np - -if TYPE_CHECKING: - from collections.abc import ( - Callable, - ) - - -RCUT = 6.0 -DENSITY = 0.05 -NSEL = 128 -NONPERIODIC_SIZES = (16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 12288, 16384) -PERIODIC_SIZES = (16, 32, 64, 128, 256, 512, 1024, 2048, 4096) - - -def parse_args() -> argparse.Namespace: - parser = argparse.ArgumentParser() - parser.add_argument( - "--backend", choices=("numpy", "torch", "jax", "tensorflow"), required=True - ) - parser.add_argument("--device", choices=("cpu", "gpu"), required=True) - parser.add_argument( - "--scenario", choices=("nonperiodic", "periodic"), required=True - ) - parser.add_argument("--output", type=Path, required=True) - parser.add_argument( - "--repo", type=Path, default=Path(__file__).resolve().parents[4] - ) - parser.add_argument( - "--max-method-seconds", - type=float, - default=5.0, - help="Stop increasing N for an algorithm after one median exceeds this time.", - ) - return parser.parse_args() - - -def make_system(nloc: int, periodic: bool) -> tuple[np.ndarray, np.ndarray, int]: - """Create one reproducible float32 frame at constant number density.""" - from deepmd.dpmodel.utils.nlist import ( - extend_coord_with_ghosts, - ) - - rng = np.random.default_rng(20260722 + nloc + (100000 if periodic else 0)) - side = (nloc / DENSITY) ** (1.0 / 3.0) - coord = (rng.random((1, nloc, 3)) * side).astype(np.float32) - atype = np.zeros((1, nloc), dtype=np.int64) - if periodic: - box = (np.eye(3, dtype=np.float32) * side)[None, :, :] - extended_coord, extended_atype, _ = extend_coord_with_ghosts( - coord, atype, box, RCUT - ) - else: - extended_coord = coord.reshape(1, -1) - extended_atype = atype - return extended_coord, extended_atype, extended_atype.shape[1] - - -def numpy_adapter( - coord: np.ndarray, atype: np.ndarray, nloc: int -) -> tuple[ - Callable[[], Any], - Callable[[], Any], - Callable[[Any], None], - Callable[[Any], np.ndarray], -]: - from deepmd.dpmodel.utils.default_neighbor_list import ( - _build_neighbor_list_cell, - ) - from deepmd.dpmodel.utils.nlist import ( - build_neighbor_list, - ) - - def dense() -> Any: - return build_neighbor_list( - coord, atype, nloc, RCUT, [NSEL], distinguish_types=False - ) - - def cell() -> Any: - return _build_neighbor_list_cell(coord, atype, nloc, RCUT, NSEL) - - return dense, cell, lambda value: None, np.asarray - - -def torch_adapter( - coord: np.ndarray, atype: np.ndarray, nloc: int, device_name: str -) -> tuple[ - Callable[[], Any], - Callable[[], Any], - Callable[[Any], None], - Callable[[Any], np.ndarray], -]: - import torch - - from deepmd.dpmodel.utils.default_neighbor_list import ( - _build_neighbor_list_cell, - ) - from deepmd.dpmodel.utils.nlist import ( - build_neighbor_list, - ) - - device = torch.device(device_name) - coord_t = torch.as_tensor(coord, device=device) - atype_t = torch.as_tensor(atype, device=device) - - def dense() -> Any: - with torch.no_grad(): - return build_neighbor_list( - coord_t, atype_t, nloc, RCUT, [NSEL], distinguish_types=False - ) - - def cell() -> Any: - with torch.no_grad(): - return _build_neighbor_list_cell(coord_t, atype_t, nloc, RCUT, NSEL) - - def synchronize(value: Any) -> None: - if device.type == "cuda": - torch.cuda.synchronize(device) - - def to_numpy(value: Any) -> np.ndarray: - return value.detach().cpu().numpy() - - return dense, cell, synchronize, to_numpy - - -def jax_adapter( - coord: np.ndarray, atype: np.ndarray, nloc: int, device_kind: str -) -> tuple[ - Callable[[], Any], - Callable[[], Any], - Callable[[Any], None], - Callable[[Any], np.ndarray], -]: - import jax - - jax.config.update("jax_enable_x64", True) - import jax.numpy as jnp - - from deepmd.dpmodel.utils.default_neighbor_list import ( - _build_neighbor_list_cell, - ) - from deepmd.dpmodel.utils.nlist import ( - build_neighbor_list, - ) - - devices = [device for device in jax.devices() if device.platform == device_kind] - if not devices: - raise RuntimeError(f"JAX {device_kind} device is unavailable") - coord_j = jax.device_put(jnp.asarray(coord), devices[0]) - atype_j = jax.device_put(jnp.asarray(atype), devices[0]) - - def dense() -> Any: - return build_neighbor_list( - coord_j, atype_j, nloc, RCUT, [NSEL], distinguish_types=False - ) - - def cell() -> Any: - return _build_neighbor_list_cell(coord_j, atype_j, nloc, RCUT, NSEL) - - def synchronize(value: Any) -> None: - value.block_until_ready() - - return dense, cell, synchronize, np.asarray - - -def tensorflow_adapter( - coord: np.ndarray, atype: np.ndarray, nloc: int, device_name: str -) -> tuple[ - Callable[[], Any], - Callable[[], Any], - Callable[[Any], None], - Callable[[Any], np.ndarray], -]: - import tensorflow as tf - - from deepmd._vendors import ndtensorflow as xp - from deepmd.dpmodel.utils.default_neighbor_list import ( - _build_neighbor_list_cell, - ) - from deepmd.dpmodel.utils.nlist import ( - build_neighbor_list, - ) - - tf_device = "/GPU:0" if device_name == "gpu" else "/CPU:0" - with tf.device(tf_device): - coord_t = tf.convert_to_tensor(coord) - atype_t = tf.convert_to_tensor(atype) - - @tf.function(autograph=False, reduce_retracing=True) - def dense_graph(cc: Any, aa: Any) -> Any: - return build_neighbor_list( - xp.asarray(cc), - xp.asarray(aa), - nloc, - RCUT, - [NSEL], - distinguish_types=False, - ).unwrap() - - @tf.function(autograph=False, reduce_retracing=True) - def cell_graph(cc: Any, aa: Any) -> Any: - return _build_neighbor_list_cell( - xp.asarray(cc), xp.asarray(aa), nloc, RCUT, NSEL - ).unwrap() - - def dense() -> Any: - with tf.device(tf_device): - return dense_graph(coord_t, atype_t) - - def cell() -> Any: - with tf.device(tf_device): - return cell_graph(coord_t, atype_t) - - def synchronize(value: Any) -> None: - value.numpy() - - def to_numpy(value: Any) -> np.ndarray: - return value.numpy() - - return dense, cell, synchronize, to_numpy - - -def make_adapter( - backend: str, - device: str, - coord: np.ndarray, - atype: np.ndarray, - nloc: int, -) -> tuple[ - Callable[[], Any], - Callable[[], Any], - Callable[[Any], None], - Callable[[Any], np.ndarray], -]: - if backend == "numpy": - if device != "cpu": - raise RuntimeError("NumPy has no GPU backend") - return numpy_adapter(coord, atype, nloc) - if backend == "torch": - return torch_adapter(coord, atype, nloc, "cuda" if device == "gpu" else "cpu") - if backend == "jax": - return jax_adapter(coord, atype, nloc, device) - if backend == "tensorflow": - return tensorflow_adapter(coord, atype, nloc, device) - raise AssertionError(backend) - - -def measure( - fn: Callable[[], Any], synchronize: Callable[[Any], None] -) -> tuple[float, int, Any]: - """Warm once, then return a median with an adaptive repetition count.""" - warm = fn() - synchronize(warm) - start = time.perf_counter() - probe = fn() - synchronize(probe) - probe_seconds = time.perf_counter() - start - repeats = max(1, min(15, int(0.5 / max(probe_seconds, 1.0e-6)))) - samples = [probe_seconds] - last = probe - for _ in range(repeats - 1): - start = time.perf_counter() - last = fn() - synchronize(last) - samples.append(time.perf_counter() - start) - return float(np.median(samples) * 1000.0), repeats, last - - -def main() -> None: - args = parse_args() - sys.path.insert(0, str(args.repo)) - os.environ.setdefault("XLA_PYTHON_CLIENT_PREALLOCATE", "false") - periodic = args.scenario == "periodic" - sizes = PERIODIC_SIZES if periodic else NONPERIODIC_SIZES - rows: list[dict[str, Any]] = [] - active = {"dense": True, "cell": True} - - print( - f"backend={args.backend} device={args.device} scenario={args.scenario} " - f"rcut={RCUT} density={DENSITY} nsel={NSEL}", - flush=True, - ) - for nloc in sizes: - coord, atype, nall = make_system(nloc, periodic) - try: - dense, cell, synchronize, to_numpy = make_adapter( - args.backend, args.device, coord, atype, nloc - ) - except Exception as exc: - print( - f"adapter failed at N={nloc}: {type(exc).__name__}: {exc}", flush=True - ) - break - - outputs: dict[str, Any] = {} - for algorithm, fn in (("dense", dense), ("cell", cell)): - if not active[algorithm]: - continue - try: - elapsed_ms, repeats, output = measure(fn, synchronize) - outputs[algorithm] = output - rows.append( - { - "backend": args.backend, - "device": args.device, - "scenario": args.scenario, - "nloc": nloc, - "nall": nall, - "algorithm": algorithm, - "time_ms": f"{elapsed_ms:.9g}", - "repeats": repeats, - "exact_match": "", - "same_neighbor_set": "", - "status": "ok", - } - ) - print( - f"N={nloc:6d} nall={nall:7d} {algorithm:5s} " - f"{elapsed_ms:11.3f} ms ({repeats} reps)", - flush=True, - ) - if elapsed_ms / 1000.0 > args.max_method_seconds: - active[algorithm] = False - except Exception as exc: - active[algorithm] = False - rows.append( - { - "backend": args.backend, - "device": args.device, - "scenario": args.scenario, - "nloc": nloc, - "nall": nall, - "algorithm": algorithm, - "time_ms": "", - "repeats": 0, - "exact_match": "", - "same_neighbor_set": "", - "status": f"{type(exc).__name__}: {str(exc).splitlines()[0]}", - } - ) - print( - f"N={nloc:6d} nall={nall:7d} {algorithm:5s} FAILED: " - f"{type(exc).__name__}: {str(exc).splitlines()[0]}", - flush=True, - ) - - if "dense" in outputs and "cell" in outputs: - dense_output = to_numpy(outputs["dense"]) - cell_output = to_numpy(outputs["cell"]) - exact = np.array_equal(dense_output, cell_output) - same_neighbor_set = exact or np.array_equal( - np.sort(dense_output, axis=-1), np.sort(cell_output, axis=-1) - ) - for row in rows[-2:]: - if row["nloc"] == nloc: - row["exact_match"] = str(exact).lower() - row["same_neighbor_set"] = str(same_neighbor_set).lower() - if not exact: - qualifier = "ordering only" if same_neighbor_set else "different set" - print( - f"WARNING: exact output mismatch at N={nloc} ({qualifier})", - flush=True, - ) - - del coord, atype, outputs - gc.collect() - if not any(active.values()): - break - - args.output.parent.mkdir(parents=True, exist_ok=True) - with args.output.open("w", newline="") as handle: - writer = csv.DictWriter( - handle, - fieldnames=( - "backend", - "device", - "scenario", - "nloc", - "nall", - "algorithm", - "time_ms", - "repeats", - "exact_match", - "same_neighbor_set", - "status", - ), - ) - writer.writeheader() - writer.writerows(rows) - - -if __name__ == "__main__": - main() diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index 16417e0a39..1365adb018 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -52,36 +52,92 @@ def _random_system( return coord, atype, box -@unittest.skipUnless(INSTALLED_ARRAY_API_STRICT, "array_api_strict is not installed") -class TestArrayAPIStrictDefaultNeighborList(unittest.TestCase): - """Validate that the cell-list helper stays within the strict Array API.""" - - def test_array_api_strict_cell_list_matches_dense(self) -> None: - coord, atype, _ = _random_system(nloc=24) - coord_strict = strict.asarray(coord) - atype_strict = strict.asarray(atype) - result = default_nlist._build_neighbor_list_cell( - strict.reshape(coord_strict, (1, -1)), - atype_strict, - 24, - 3.2, - 32, - ) +class _CellListBackendMixin: + """Run one shared geometric/exclusion case through each Array API backend.""" + + def _backend_devices(self) -> list[Any]: + """Return validated devices, including an accelerator when available.""" + return [None] + + def _backend_arrays( + self, coord: np.ndarray, atype: np.ndarray, device: Any + ) -> tuple[Any, Any]: + """Convert the shared NumPy case to one backend device under test.""" + raise NotImplementedError + + def _to_numpy(self, value: Any) -> np.ndarray: + """Synchronize and convert one backend result for exact comparison.""" + return np.asarray(value) + + def test_backend_cell_list_matches_dense(self) -> None: + """All backends preserve one common dense neighbor-list reference.""" + nloc = 24 + rcut = 3.2 + nsel = 32 + coord, atype, _ = _random_system(nloc=nloc, dtype=np.float32) + pair_excl = PairExcludeMask(2, [(0, 1)]) reference = default_nlist.build_neighbor_list( coord.reshape(1, -1), atype, - 24, - 3.2, - [32], + nloc, + rcut, + [nsel], distinguish_types=False, + pair_excl=pair_excl, + ) + for device in self._backend_devices(): + with self.subTest(device=str(device)): + coord_backend, atype_backend = self._backend_arrays( + coord.reshape(1, -1), atype, device + ) + result = default_nlist._build_neighbor_list_cell( + coord_backend, + atype_backend, + nloc, + rcut, + nsel, + pair_excl=pair_excl, + ) + assert array_api_compat.is_array_api_obj(result) + np.testing.assert_array_equal(self._to_numpy(result), reference) + + +@unittest.skipUnless(INSTALLED_ARRAY_API_STRICT, "array_api_strict is not installed") +class TestArrayAPIStrictDefaultNeighborList(_CellListBackendMixin, unittest.TestCase): + """Validate strict Array API execution and conservative public dispatch.""" + + def _backend_arrays( + self, coord: np.ndarray, atype: np.ndarray, device: Any + ) -> tuple[Any, Any]: + return strict.asarray(coord), strict.asarray(atype) + + def test_unknown_array_namespace_uses_dense_path(self) -> None: + """Unbenchmarked Array API namespaces do not inherit another threshold.""" + coord = strict.zeros((1, 1, 3), dtype=strict.float32) + self.assertFalse( + default_nlist._supports_cell_list(coord, 10**6, periodic=False) ) - self.assertTrue(array_api_compat.is_array_api_obj(result)) - np.testing.assert_array_equal(np.asarray(result), reference) @unittest.skipUnless(INSTALLED_PT, "PyTorch is not installed") -class TestTorchDefaultNeighborList(unittest.TestCase): - """Validate PyTorch output, gradients, and measured CPU dispatch.""" +class TestTorchDefaultNeighborList(_CellListBackendMixin, unittest.TestCase): + """Validate PyTorch gradients, dispatch thresholds, and supported devices.""" + + def _backend_devices(self) -> list[Any]: + devices = [torch.device("cpu")] + if torch.cuda.is_available(): + devices.append(torch.device("cuda")) + return devices + + def _backend_arrays( + self, coord: np.ndarray, atype: np.ndarray, device: Any + ) -> tuple[Any, Any]: + return torch.as_tensor(coord, device=device), torch.as_tensor( + atype, device=device + ) + + def _to_numpy(self, value: Any) -> np.ndarray: + return value.detach().cpu().numpy() def test_torch_namespace_and_gradient(self) -> None: coord, atype, box = _random_system(nloc=32) @@ -89,24 +145,15 @@ def test_torch_namespace_and_gradient(self) -> None: atype_t = torch.tensor(atype, dtype=torch.int64) box_t = torch.tensor(box, dtype=torch.float64) - with mock.patch.multiple( - default_nlist, - _TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD=10**9, - ): - dense = default_nlist.DefaultNeighborList().build( - coord_t.detach(), atype_t, box_t, 3.2, [24, 24] - ) with mock.patch.multiple( default_nlist, _TORCH_CPU_PERIODIC_CELL_LIST_THRESHOLD=0, ): - cell = default_nlist.DefaultNeighborList().build( + result = default_nlist.DefaultNeighborList().build( coord_t, atype_t, box_t, 3.2, [24, 24] ) - for dense_value, cell_value in zip(dense, cell, strict=True): - torch.testing.assert_close(dense_value, cell_value) - - cell[0].sum().backward() + self.assertTrue(all(isinstance(value, torch.Tensor) for value in result)) + result[0].sum().backward() self.assertIsNotNone(coord_t.grad) def test_torch_cpu_threshold(self) -> None: @@ -114,29 +161,41 @@ def test_torch_cpu_threshold(self) -> None: self.assertFalse(default_nlist._supports_cell_list(coord, 2047, periodic=False)) self.assertTrue(default_nlist._supports_cell_list(coord, 2048, periodic=False)) + def test_torch_unvalidated_device_uses_dense_path(self) -> None: + """Non-CPU/CUDA torch devices retain the conservative dense path.""" + coord = torch.zeros((1, 1, 3), dtype=torch.float64) + with mock.patch.object( + default_nlist.array_api_compat, + "device", + return_value=mock.Mock(type="mps"), + ): + self.assertFalse( + default_nlist._supports_cell_list(coord, 10**6, periodic=False) + ) + @unittest.skipUnless(INSTALLED_JAX, "JAX is not installed") -class TestJAXDefaultNeighborList(unittest.TestCase): - """Validate eager JAX construction and the traced dense fallback.""" - - def test_jax_eager_cell_list_matches_dense(self) -> None: - previous_x64 = jax.config.read("jax_enable_x64") - self.addCleanup(jax.config.update, "jax_enable_x64", previous_x64) - jax.config.update("jax_enable_x64", True) - coord, atype, _ = _random_system(nloc=256) - pair_excl = PairExcludeMask(2, [(0, 1)]) - reference = default_nlist.build_neighbor_list( - coord.reshape(1, -1), - atype, - 256, - 3.2, - [32], - distinguish_types=False, - pair_excl=pair_excl, - ) - cpu = jax.devices("cpu")[0] - coord_jax = jax.device_put(coord, cpu) - atype_jax = jax.device_put(atype, cpu) +class TestJAXDefaultNeighborList(_CellListBackendMixin, unittest.TestCase): + """Validate eager JAX construction and traced/unknown-device fallbacks.""" + + def _backend_devices(self) -> list[Any]: + devices = [jax.devices("cpu")[0]] + try: + gpu_devices = jax.devices("gpu") + except RuntimeError: + gpu_devices = [] + if gpu_devices: + devices.append(gpu_devices[0]) + return devices + + def _backend_arrays( + self, coord: np.ndarray, atype: np.ndarray, device: Any + ) -> tuple[Any, Any]: + return jax.device_put(coord, device), jax.device_put(atype, device) + + def test_jax_dispatch_and_tracing(self) -> None: + coord, atype, _ = _random_system(nloc=256, dtype=np.float32) + coord_jax, atype_jax = self._backend_arrays(coord, atype, jax.devices("cpu")[0]) result = default_nlist.DefaultNeighborList().build( coord_jax, @@ -144,10 +203,9 @@ def test_jax_eager_cell_list_matches_dense(self) -> None: None, 3.2, [32], - pair_excl=pair_excl, )[2] result.block_until_ready() - np.testing.assert_array_equal(np.asarray(result), reference) + self.assertEqual(result.shape, (1, 256, 32)) self.assertFalse( default_nlist._supports_cell_list(coord_jax, 255, periodic=False) ) @@ -166,11 +224,44 @@ def test_jax_eager_cell_list_matches_dense(self) -> None: )(coord_jax) self.assertFalse(bool(np.asarray(traced_padded_support))) + def test_jax_unvalidated_device_uses_dense_path(self) -> None: + coord, _, _ = _random_system(nloc=1, dtype=np.float32) + coord_jax, _ = self._backend_arrays( + coord, + np.zeros((1, 1), dtype=np.int64), + jax.devices("cpu")[0], + ) + with mock.patch.object( + default_nlist.array_api_compat, + "device", + return_value=mock.Mock(platform="tpu"), + ): + self.assertFalse( + default_nlist._supports_cell_list(coord_jax, 10**6, periodic=False) + ) + @unittest.skipUnless(INSTALLED_TF2, "TF2 backend is not installed") -class TestTF2DefaultNeighborList(unittest.TestCase): +class TestTF2DefaultNeighborList(_CellListBackendMixin, unittest.TestCase): """Validate the Array API neighbor search in the opt-in TF2 test job.""" + def _backend_devices(self) -> list[Any]: + devices = ["/CPU:0"] + if tf.config.list_logical_devices("GPU"): + devices.append("/GPU:0") + return devices + + def _backend_arrays( + self, coord: np.ndarray, atype: np.ndarray, device: Any + ) -> tuple[Any, Any]: + with tf.device(device): + return ndtf.asarray(tf.convert_to_tensor(coord)), ndtf.asarray( + tf.convert_to_tensor(atype) + ) + + def _to_numpy(self, value: Any) -> np.ndarray: + return value.unwrap().numpy() + def test_tf2_cpu_threshold(self) -> None: """TensorFlow keeps sub-4096-atom CPU systems on dense search.""" with tf.device("/CPU:0"): @@ -178,6 +269,41 @@ def test_tf2_cpu_threshold(self) -> None: self.assertFalse(default_nlist._supports_cell_list(coord, 4095, periodic=False)) self.assertTrue(default_nlist._supports_cell_list(coord, 4096, periodic=False)) + def test_tf2_unvalidated_device_uses_dense_path(self) -> None: + with tf.device("/CPU:0"): + coord = ndtf.asarray(tf.zeros((1, 1, 3), dtype=tf.float32)) + with mock.patch.object( + default_nlist.array_api_compat, + "device", + return_value="TPU:0", + ): + self.assertFalse( + default_nlist._supports_cell_list(coord, 10**6, periodic=False) + ) + + def test_tf2_unplaced_device_uses_later_threshold(self) -> None: + """An unplaced TF graph is conservative across validated CPU/GPU paths.""" + with tf.device("/CPU:0"): + coord = ndtf.asarray(tf.zeros((1, 1, 3), dtype=tf.float32)) + with ( + mock.patch.object( + default_nlist.array_api_compat, + "device", + return_value="", + ), + mock.patch.multiple( + default_nlist, + _TF_CPU_NONPERIODIC_CELL_LIST_THRESHOLD=1024, + _TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD=2048, + ), + ): + self.assertFalse( + default_nlist._supports_cell_list(coord, 2047, periodic=False) + ) + self.assertTrue( + default_nlist._supports_cell_list(coord, 2048, periodic=False) + ) + def test_tf2_function_periodic_cell_list_matches_dense(self) -> None: """A dynamic-batch TF graph preserves the dense periodic result.""" coord, atype, box = _random_system(nloc=24) From 0fb6a6a7e15d36c5947540b119eb68da999ac814 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 14:31:58 +0800 Subject: [PATCH 06/13] test(dpmodel): cover periodic backend cell lists Reuse the shared dense-versus-cell backend case for both direct and periodically extended coordinates. This exercises ghost-image indexing, exclusions, and exact neighbor ordering on every available CPU and GPU backend. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- .../consistent/test_default_neighbor_list.py | 59 +++++++++++-------- 1 file changed, 35 insertions(+), 24 deletions(-) diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index 1365adb018..bc69d03bdd 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -70,36 +70,47 @@ def _to_numpy(self, value: Any) -> np.ndarray: return np.asarray(value) def test_backend_cell_list_matches_dense(self) -> None: - """All backends preserve one common dense neighbor-list reference.""" + """All backends preserve common periodic and nonperiodic references.""" nloc = 24 rcut = 3.2 nsel = 32 - coord, atype, _ = _random_system(nloc=nloc, dtype=np.float32) + coord, atype, box = _random_system(nloc=nloc, dtype=np.float32) pair_excl = PairExcludeMask(2, [(0, 1)]) - reference = default_nlist.build_neighbor_list( - coord.reshape(1, -1), - atype, - nloc, - rcut, - [nsel], - distinguish_types=False, - pair_excl=pair_excl, - ) - for device in self._backend_devices(): - with self.subTest(device=str(device)): - coord_backend, atype_backend = self._backend_arrays( - coord.reshape(1, -1), atype, device - ) - result = default_nlist._build_neighbor_list_cell( - coord_backend, - atype_backend, - nloc, + for periodic in (False, True): + if periodic: + search_coord, search_atype, _ = default_nlist.extend_coord_with_ghosts( + coord, + atype, + box, rcut, - nsel, - pair_excl=pair_excl, ) - assert array_api_compat.is_array_api_obj(result) - np.testing.assert_array_equal(self._to_numpy(result), reference) + else: + search_coord = coord.reshape(1, -1) + search_atype = atype + reference = default_nlist.build_neighbor_list( + search_coord, + search_atype, + nloc, + rcut, + [nsel], + distinguish_types=False, + pair_excl=pair_excl, + ) + for device in self._backend_devices(): + with self.subTest(periodic=periodic, device=str(device)): + coord_backend, atype_backend = self._backend_arrays( + search_coord, search_atype, device + ) + result = default_nlist._build_neighbor_list_cell( + coord_backend, + atype_backend, + nloc, + rcut, + nsel, + pair_excl=pair_excl, + ) + assert array_api_compat.is_array_api_obj(result) + np.testing.assert_array_equal(self._to_numpy(result), reference) @unittest.skipUnless(INSTALLED_ARRAY_API_STRICT, "array_api_strict is not installed") From 75ddbeee4449d0926c4a1fbda580fc0b3f83b6ba Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 15:13:52 +0800 Subject: [PATCH 07/13] fix(dpmodel): guard torch compiler detection Use the compact selection path when a PyTorch build does not expose torch.compiler.is_compiling. This preserves compatibility with older or reduced variants without risking a data-dependent allocation while tracing. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 10 +++++++++- source/tests/consistent/test_default_neighbor_list.py | 6 ++++++ 2 files changed, 15 insertions(+), 1 deletion(-) diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index f02592b11f..c30b5e7fa7 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -275,7 +275,15 @@ def _supports_padded_selection(coord: Array) -> bool: # candidate count to ``int`` would specialize an unbacked symbolic value. # Keep unmeasured accelerator implementations on the compact path too. device = array_api_compat.device(coord) - return device.type in ("cpu", "cuda") and not torch.compiler.is_compiling() + is_compiling = getattr(getattr(torch, "compiler", None), "is_compiling", None) + # Older or reduced PyTorch builds may not expose torch.compiler. Without + # a reliable tracing-state query, keep the dynamic compact path instead + # of risking a data-dependent Python allocation during compilation. + return ( + device.type in ("cpu", "cuda") + and is_compiling is not None + and not is_compiling() + ) if array_api_compat.is_jax_array(coord): import jax diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index bc69d03bdd..d14f897036 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -184,6 +184,12 @@ def test_torch_unvalidated_device_uses_dense_path(self) -> None: default_nlist._supports_cell_list(coord, 10**6, periodic=False) ) + def test_torch_without_compiler_api_uses_compact_selection(self) -> None: + """PyTorch variants without compiler state avoid dynamic row padding.""" + coord = torch.zeros((1, 1, 3), dtype=torch.float64) + with mock.patch.object(torch, "compiler", None): + self.assertFalse(default_nlist._supports_padded_selection(coord)) + @unittest.skipUnless(INSTALLED_JAX, "JAX is not installed") class TestJAXDefaultNeighborList(_CellListBackendMixin, unittest.TestCase): From ae6b1f5b9becc9916d4a8fd36c423685a27ec64b Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 15:57:36 +0800 Subject: [PATCH 08/13] fix(dpmodel): ignore virtual atoms when binning Keep placeholder coordinates from expanding or overflowing the Cartesian cell grid, including all-virtual frames. Reuse the backend consistency mixin to cover CPU and available accelerator implementations. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 23 +++++++--- .../dpmodel/test_default_neighbor_list.py | 9 +++- .../consistent/test_default_neighbor_list.py | 42 +++++++++++++++++++ 3 files changed, 68 insertions(+), 6 deletions(-) diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index c30b5e7fa7..5a9da2553c 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -329,11 +329,24 @@ def _build_neighbor_list_cell( if nloc == 0: return xp.full((nframes, 0, nsel), -1, dtype=xp.int64, device=device) - # Bin in Cartesian space. Subtracting a per-frame origin keeps every cell - # coordinate non-negative, which lets a single collision-free row-major key - # encode the 3-D cell tuple. - origin = xp.min(coord, axis=1, keepdims=True) - cell = xp.astype(xp.floor((coord - origin) / rcut), xp.int64) + # Bin only real atoms in Cartesian space. Virtual atoms can carry arbitrary + # placeholder coordinates; letting those values set the origin or grid extent + # can produce enormous keys (or overflow them) even though virtual atoms are + # never queried or returned. Pin them to the per-frame real-atom origin before + # computing cells. An all-virtual frame uses the zero origin and a 1x1x1 grid. + real_mask = atype >= 0 + real_coord = xp.where( + real_mask[..., None], + coord, + xp.full_like(coord, float("inf")), + ) + origin = xp.min(real_coord, axis=1, keepdims=True) + has_real = xp.any(real_mask, axis=1, keepdims=True) + origin = xp.where(has_real[..., None], origin, xp.zeros_like(origin)) + coord_for_binning = xp.where(real_mask[..., None], coord, origin) + # Subtracting a per-frame origin keeps every cell coordinate non-negative, + # which lets a single collision-free row-major key encode the 3-D cell tuple. + cell = xp.astype(xp.floor((coord_for_binning - origin) / rcut), xp.int64) dims = xp.max(xp.reshape(cell, (-1, 3)), axis=0) + 1 cells_per_frame = dims[0] * dims[1] * dims[2] frame_base = xp.arange(nframes, dtype=xp.int64, device=device) * cells_per_frame diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py index 6495999384..8eae78b62a 100644 --- a/source/tests/common/dpmodel/test_default_neighbor_list.py +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -95,7 +95,14 @@ def test_cell_list_exact_cutoff_virtual_and_exclusion( ) -> None: """Boundary neighbors, virtual atoms, and exclusion holes match dense search.""" coord = np.asarray( - [[[0.0, 0.0, 0.0], [1.0, 0.0, 0.0], [2.0, 0.0, 0.0], [0.0, 0.0, 0.0]]], + [ + [ + [0.0, 0.0, 0.0], + [1.0, 0.0, 0.0], + [2.0, 0.0, 0.0], + [1.0e12, -1.0e12, 1.0e12], + ] + ], dtype=np.float64, ) atype = np.asarray([[0, 1, 0, -1]], dtype=np.int64) diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index d14f897036..1eb51f0cf0 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -112,6 +112,48 @@ def test_backend_cell_list_matches_dense(self) -> None: assert array_api_compat.is_array_api_obj(result) np.testing.assert_array_equal(self._to_numpy(result), reference) + def test_backend_virtual_outlier_does_not_expand_grid(self) -> None: + """Virtual placeholder coordinates do not affect real-atom cells.""" + coord = np.asarray( + [ + [ + [0.0, 0.0, 0.0], + [1.0, 0.0, 0.0], + [2.0, 0.0, 0.0], + [1.0e12, -1.0e12, 1.0e12], + ], + [ + [1.0e12, 0.0, 0.0], + [0.0, -1.0e12, 0.0], + [0.0, 0.0, 1.0e12], + [-1.0e12, 0.0, 0.0], + ], + ], + dtype=np.float32, + ) + atype = np.asarray([[0, 1, 0, -1], [-1, -1, -1, -1]], dtype=np.int64) + reference = default_nlist.build_neighbor_list( + coord, + atype, + nloc=4, + rcut=1.0, + sel=[8], + distinguish_types=False, + ) + for device in self._backend_devices(): + with self.subTest(device=str(device)): + coord_backend, atype_backend = self._backend_arrays( + coord, atype, device + ) + result = default_nlist._build_neighbor_list_cell( + coord_backend, + atype_backend, + nloc=4, + rcut=1.0, + nsel=8, + ) + np.testing.assert_array_equal(self._to_numpy(result), reference) + @unittest.skipUnless(INSTALLED_ARRAY_API_STRICT, "array_api_strict is not installed") class TestArrayAPIStrictDefaultNeighborList(_CellListBackendMixin, unittest.TestCase): From 8d55684e2e091b977d57185d7b3d348667290f12 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 16:14:14 +0800 Subject: [PATCH 09/13] test(dpmodel): preserve neighbor sample dtype Generate fractional coordinates in the requested dtype so float32 common and backend consistency cases exercise the intended path. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- source/tests/common/dpmodel/test_default_neighbor_list.py | 2 +- source/tests/consistent/test_default_neighbor_list.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py index 8eae78b62a..68c9e71532 100644 --- a/source/tests/common/dpmodel/test_default_neighbor_list.py +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -36,7 +36,7 @@ def _random_system( ][:nframes], dtype=dtype, ) - fractional = rng.random((nframes, nloc, 3)) + fractional = rng.random((nframes, nloc, 3), dtype=dtype) coord = np.matmul(fractional, box) atype = rng.integers(0, 2, size=(nframes, nloc), dtype=np.int64) return coord, atype, box diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index 1eb51f0cf0..1f6b146e94 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -47,7 +47,7 @@ def _random_system( [[[9.0, 0.0, 0.0], [0.8, 8.5, 0.0], [0.3, 0.6, 9.5]]], dtype=dtype, ) - coord = np.matmul(rng.random((1, nloc, 3)), box) + coord = np.matmul(rng.random((1, nloc, 3), dtype=dtype), box) atype = rng.integers(0, 2, size=(1, nloc), dtype=np.int64) return coord, atype, box From c642e8a39dda571b988d3e6dae8926baf5507a93 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Wed, 22 Jul 2026 18:19:24 +0800 Subject: [PATCH 10/13] perf(dpmodel): reduce neighbor-list candidate traffic Use bounded int32 candidate indices on measured eager backends, avoid scan-based iotas when shapes are concrete, and compact unreachable periodic images only beyond backend-specific crossover points. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 264 +++++++++++++++--- .../dpmodel/test_default_neighbor_list.py | 2 +- 2 files changed, 222 insertions(+), 44 deletions(-) diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index 5a9da2553c..f091f2548e 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -55,6 +55,18 @@ _TF_CUDA_PERIODIC_CELL_LIST_THRESHOLD = 1024 _TF_CUDA_NONPERIODIC_CELL_LIST_THRESHOLD = 8192 +# Conservative measured points where compacting the extended periodic shell +# becomes cheaper than sorting every image on each CPU backend. +_NUMPY_CPU_PERIODIC_COMPACTION_THRESHOLD = 64 +_TORCH_CPU_PERIODIC_COMPACTION_THRESHOLD = 256 +_JAX_CPU_PERIODIC_COMPACTION_THRESHOLD = 1024 +_TF_CPU_PERIODIC_COMPACTION_THRESHOLD = 512 + +# At rcut=6 and density 0.05 on RTX 5090, periodic compaction crosses over +# between 131072 and 262144 atoms. Use the later point conservatively: below it +# the added mask/nonzero/gather kernels cost more than the smaller key sort saves. +_TORCH_CUDA_PERIODIC_COMPACTION_THRESHOLD = 262144 + # A Cartesian cell width of ``rcut`` guarantees that two atoms within the cutoff # can differ by at most one cell in each direction. Keeping the offsets as Python # data avoids recreating the Cartesian product with backend-specific meshgrid APIs. @@ -65,6 +77,27 @@ # Bound row padding to four times the compact edge count; more skewed candidate # distributions keep the compact representation to avoid excessive memory use. _PADDED_CANDIDATE_OVERHEAD_LIMIT = 4 +_INT32_MAX = 2**31 - 1 + + +def _index_iota(value: Array) -> Array: + """Return ``[0, ..., value.shape[0] - 1]`` without an avoidable scan. + + Eager backends expose the data-dependent length as a concrete Python + integer, so ``arange`` avoids allocating an all-ones temporary and running a + cumulative sum over the full candidate stream. Traced backends can carry a + symbolic length that ``arange`` can not consume portably; retain the scan + construction there to preserve TensorFlow and torch.export compatibility. + """ + xp = array_api_compat.array_namespace(value) + length = value.shape[0] + if isinstance(length, int): + return xp.arange( + length, + dtype=xp.int64, + device=array_api_compat.device(value), + ) + return xp.cumulative_sum(xp.ones_like(value)) - 1 def _supports_cell_list(coord: Array, nloc: Any, *, periodic: bool) -> bool: @@ -214,7 +247,7 @@ def _select_nearest_padded( return None center_start = xp.cumulative_sum(count_per_center) - count_per_center - edge_iota = xp.cumulative_sum(ones) - 1 + edge_iota = _index_iota(center) rank = edge_iota - xp.take(center_start, center, axis=0) slot = center * max_candidates + rank @@ -329,48 +362,165 @@ def _build_neighbor_list_cell( if nloc == 0: return xp.full((nframes, 0, nsel), -1, dtype=xp.int64, device=device) - # Bin only real atoms in Cartesian space. Virtual atoms can carry arbitrary - # placeholder coordinates; letting those values set the origin or grid extent - # can produce enormous keys (or overflow them) even though virtual atoms are - # never queried or returned. Pin them to the per-frame real-atom origin before - # computing cells. An all-virtual frame uses the zero origin and a 1x1x1 grid. real_mask = atype >= 0 - real_coord = xp.where( - real_mask[..., None], - coord, - xp.full_like(coord, float("inf")), + coord_flat = xp.reshape(coord, (nframes * nall, 3)) + # NumPy and eager PyTorch gain from halving the candidate-index traffic. + # JAX and TensorFlow retain int64 internals because their measured compact + # selection/graph paths did not recover the added conversion cost. + use_int32_internal_indices = ( + ( + array_api_compat.is_numpy_array(coord) + or array_api_compat.is_torch_array(coord) + ) + and isinstance(nframes, int) + and isinstance(nall, int) + and nframes * nall <= _INT32_MAX ) - origin = xp.min(real_coord, axis=1, keepdims=True) - has_real = xp.any(real_mask, axis=1, keepdims=True) - origin = xp.where(has_real[..., None], origin, xp.zeros_like(origin)) - coord_for_binning = xp.where(real_mask[..., None], coord, origin) - # Subtracting a per-frame origin keeps every cell coordinate non-negative, - # which lets a single collision-free row-major key encode the 3-D cell tuple. - cell = xp.astype(xp.floor((coord_for_binning - origin) / rcut), xp.int64) - dims = xp.max(xp.reshape(cell, (-1, 3)), axis=0) + 1 - cells_per_frame = dims[0] * dims[1] * dims[2] - frame_base = xp.arange(nframes, dtype=xp.int64, device=device) * cells_per_frame - cell_key = cell[..., 0] + dims[0] * (cell[..., 1] + dims[1] * cell[..., 2]) - cell_key = cell_key + frame_base[:, None] - - # Virtual atoms share a sentinel key outside the searchable cell range. They - # remain in the sorted array (preserving a static nall axis) but no valid query - # ever searches the sentinel cell. - sentinel = cells_per_frame * nframes - cell_key = xp.where(atype >= 0, cell_key, sentinel) - flat_key = xp.reshape(cell_key, (-1,)) - local_ext_index = xp.broadcast_to( - xp.arange(nall, dtype=xp.int64, device=device)[None, :], - (nframes, nall), + internal_index_dtype = xp.int32 if use_int32_internal_indices else xp.int64 + is_unplaced_tensorflow = getattr( + xp, "__name__", "" + ) == "deepmd._vendors.ndtensorflow" and not str(device) + is_accelerator = ( + getattr(device, "type", None) == "cuda" + or getattr(device, "platform", None) == "gpu" + or "GPU" in str(device).upper() + # A traced TensorFlow tensor is commonly unplaced even when the graph + # later executes on GPU, where small/medium compaction regresses. + or is_unplaced_tensorflow + ) + compact_large_torch_cuda = ( + array_api_compat.is_torch_array(coord) + and getattr(device, "type", None) == "cuda" + and rcut <= 6.0 + and nloc >= _TORCH_CUDA_PERIODIC_COMPACTION_THRESHOLD + ) + compact_cpu = False + if not is_accelerator: + if array_api_compat.is_numpy_array(coord): + compact_cpu = nloc >= _NUMPY_CPU_PERIODIC_COMPACTION_THRESHOLD + elif array_api_compat.is_torch_array(coord): + compact_cpu = nloc >= _TORCH_CPU_PERIODIC_COMPACTION_THRESHOLD + elif array_api_compat.is_jax_array(coord): + compact_cpu = nloc >= _JAX_CPU_PERIODIC_COMPACTION_THRESHOLD + elif getattr(xp, "__name__", "") == "deepmd._vendors.ndtensorflow": + compact_cpu = nloc >= _TF_CPU_PERIODIC_COMPACTION_THRESHOLD + # The extra mask/nonzero/gather launches outweigh the smaller key sort on + # JAX/TF accelerators and smaller PyTorch CUDA systems. CPU backends benefit + # immediately; eager PyTorch CUDA crosses over only at much larger sizes. + compact_periodic_images = ( + isinstance(nall, int) + and nall > 2 * nloc + and (compact_cpu or compact_large_torch_cuda) ) - order = xp.argsort(flat_key, stable=True) - sorted_key = xp.take(flat_key, order, axis=0) - sorted_ext_index = xp.take(xp.reshape(local_ext_index, (-1,)), order, axis=0) + + if compact_periodic_images: + # Periodic extension normally contains every atom in every adjacent box. + # An image outside the local Cartesian bounds expanded by ``rcut`` can + # not neighbor any local center, so omit it from cell construction while + # retaining its original extended index. This reduces the usual 27*N + # periodic sort to the central atoms plus a thin boundary shell. + local_real_mask = real_mask[:, :nloc] + local_coord = coord[:, :nloc, :] + local_min = xp.min( + xp.where( + local_real_mask[..., None], + local_coord, + xp.full_like(local_coord, float("inf")), + ), + axis=1, + keepdims=True, + ) + local_max = xp.max( + xp.where( + local_real_mask[..., None], + local_coord, + xp.full_like(local_coord, float("-inf")), + ), + axis=1, + keepdims=True, + ) + has_local_real = xp.any(local_real_mask, axis=1, keepdims=True) + zero_origin = xp.zeros_like(local_min) + origin = xp.where(has_local_real[..., None], local_min - rcut, zero_origin) + upper = xp.where(has_local_real[..., None], local_max + rcut, zero_origin) + in_search_bounds = xp.all((coord >= origin) & (coord <= upper), axis=-1) + search_mask = real_mask & in_search_bounds + + # Keep one pinned placeholder for an all-virtual frame so reductions over + # the compact stream remain defined without a data-dependent Python branch. + first_in_frame = ( + xp.arange(nall, dtype=internal_index_dtype, device=device)[None, :] == 0 + ) + search_mask = search_mask | (first_in_frame & ~has_local_real) + (flat_selected,) = xp.nonzero(xp.reshape(search_mask, (-1,))) + flat_selected = xp.reshape(flat_selected, (-1,)) + if not isinstance(flat_selected.shape[0], int): + xp_hint_dynamic_size(flat_selected) + selected_frame = flat_selected // nall + selected_ext_index = flat_selected - selected_frame * nall + if use_int32_internal_indices: + selected_ext_index = xp.astype(selected_ext_index, xp.int32) + selected_coord = xp.take(coord_flat, flat_selected, axis=0) + selected_atype = xp.take(xp.reshape(atype, (-1,)), flat_selected, axis=0) + selected_origin = xp.take( + xp.reshape(origin, (nframes, 3)), selected_frame, axis=0 + ) + coord_for_binning = xp.where( + selected_atype[:, None] >= 0, selected_coord, selected_origin + ) + cell = xp.astype( + xp.floor((coord_for_binning - selected_origin) / rcut), xp.int64 + ) + center_coord_for_binning = xp.where( + local_real_mask[..., None], local_coord, origin + ) + center_cell = xp.astype( + xp.floor((center_coord_for_binning - origin) / rcut), xp.int64 + ) + dims = xp.max(cell, axis=0) + 1 + cells_per_frame = dims[0] * dims[1] * dims[2] + frame_base = xp.arange(nframes, dtype=xp.int64, device=device) * cells_per_frame + flat_key = cell[:, 0] + dims[0] * (cell[:, 1] + dims[1] * cell[:, 2]) + flat_key = flat_key + xp.take(frame_base, selected_frame, axis=0) + sentinel = cells_per_frame * nframes + flat_key = xp.where(selected_atype >= 0, flat_key, sentinel) + order = xp.argsort(flat_key, stable=True) + sorted_key = xp.take(flat_key, order, axis=0) + sorted_ext_index = xp.take(selected_ext_index, order, axis=0) + else: + # Virtual atoms can carry arbitrary placeholder coordinates. Pin them to + # the per-frame real-atom origin so they do not expand or overflow the grid. + real_coord = xp.where( + real_mask[..., None], + coord, + xp.full_like(coord, float("inf")), + ) + origin = xp.min(real_coord, axis=1, keepdims=True) + has_real = xp.any(real_mask, axis=1, keepdims=True) + origin = xp.where(has_real[..., None], origin, xp.zeros_like(origin)) + coord_for_binning = xp.where(real_mask[..., None], coord, origin) + cell = xp.astype(xp.floor((coord_for_binning - origin) / rcut), xp.int64) + center_cell = cell[:, :nloc, :] + dims = xp.max(xp.reshape(cell, (-1, 3)), axis=0) + 1 + cells_per_frame = dims[0] * dims[1] * dims[2] + frame_base = xp.arange(nframes, dtype=xp.int64, device=device) * cells_per_frame + cell_key = cell[..., 0] + dims[0] * (cell[..., 1] + dims[1] * cell[..., 2]) + cell_key = cell_key + frame_base[:, None] + sentinel = cells_per_frame * nframes + cell_key = xp.where(atype >= 0, cell_key, sentinel) + flat_key = xp.reshape(cell_key, (-1,)) + local_ext_index = xp.broadcast_to( + xp.arange(nall, dtype=internal_index_dtype, device=device)[None, :], + (nframes, nall), + ) + order = xp.argsort(flat_key, stable=True) + sorted_key = xp.take(flat_key, order, axis=0) + sorted_ext_index = xp.take(xp.reshape(local_ext_index, (-1,)), order, axis=0) # Query the 27 cells surrounding every local center. Out-of-grid queries and # virtual centers get key -1; searchsorted then returns an empty interval. offsets = xp.asarray(_NEIGHBOR_CELL_OFFSETS, dtype=xp.int64, device=device) - query_cell = cell[:, :nloc, None, :] + offsets[None, None, :, :] + query_cell = center_cell[:, :, None, :] + offsets[None, None, :, :] in_bounds = xp.all( (query_cell >= 0) & (query_cell < dims[None, None, None, :]), axis=-1 ) @@ -387,23 +537,48 @@ def _build_neighbor_list_cell( counts = ends - starts # Expand each cell query into its actual members. The candidate length is - # data-dependent; cumulative sums provide iotas without calling arange on an - # unbacked symbolic size (important for torch.export-compatible namespaces). + # data-dependent; traced namespaces retain the cumulative-sum iota fallback + # because ``arange`` can not consume an unbacked symbolic size portably. + # Query IDs only range over ``27 * ncenters``. Use 32-bit values when that + # static range permits, then widen the much smaller filtered center stream + # before selection; this cuts several full-candidate index temporaries in half. + query_count = query_key.shape[0] + use_int32_query_ids = use_int32_internal_indices + query_index_dtype = ( + xp.int32 + if use_int32_query_ids + and isinstance(query_count, int) + and query_count <= _INT32_MAX + else xp.int64 + ) query_ids = xp.repeat( - xp.arange(query_key.shape[0], dtype=xp.int64, device=device), counts + xp.arange(query_count, dtype=query_index_dtype, device=device), counts ) if not isinstance(query_ids.shape[0], int): xp_hint_dynamic_size(query_ids) query_output_start = xp.cumulative_sum(counts) - counts - candidate_iota = xp.cumulative_sum(xp.ones_like(query_ids)) - 1 + candidate_count = query_ids.shape[0] + use_int32_candidate_positions = ( + use_int32_query_ids + and isinstance(candidate_count, int) + and candidate_count <= _INT32_MAX + and isinstance(nall, int) + and nframes * nall <= _INT32_MAX + ) + if use_int32_candidate_positions: + query_output_start = xp.astype(query_output_start, xp.int32) + candidate_iota = xp.arange(candidate_count, dtype=xp.int32, device=device) + candidate_starts = xp.astype(starts, xp.int32) + else: + candidate_iota = _index_iota(query_ids) + candidate_starts = starts member_offset = candidate_iota - xp.take(query_output_start, query_ids, axis=0) - sorted_position = xp.take(starts, query_ids, axis=0) + member_offset + sorted_position = xp.take(candidate_starts, query_ids, axis=0) + member_offset neighbor_ext = xp.take(sorted_ext_index, sorted_position, axis=0) center = query_ids // len(_NEIGHBOR_CELL_OFFSETS) frame = center // nloc center_local = center - frame * nloc - coord_flat = xp.reshape(coord, (nframes * nall, 3)) center_coord = xp.take(coord_flat, frame * nall + center_local, axis=0) neighbor_coord = xp.take(coord_flat, frame * nall + neighbor_ext, axis=0) diff = neighbor_coord - center_coord @@ -418,6 +593,9 @@ def _build_neighbor_list_cell( xp_hint_dynamic_size(keep) center = xp.take(center, keep, axis=0) neighbor_ext = xp.take(neighbor_ext, keep, axis=0) + if use_int32_internal_indices: + center = xp.astype(center, xp.int64) + neighbor_ext = xp.astype(neighbor_ext, xp.int64) distance = xp.take(distance, keep, axis=0) ncenters = nframes * nloc @@ -448,7 +626,7 @@ def _build_neighbor_list_cell( xp.zeros((ncenters,), dtype=xp.int64, device=device), 0, center, ones ) center_start = xp.cumulative_sum(count_per_center) - count_per_center - edge_iota = xp.cumulative_sum(ones) - 1 + edge_iota = _index_iota(center) rank = edge_iota - xp.take(center_start, center, axis=0) (selected,) = xp.nonzero(rank < nsel) selected = xp.reshape(selected, (-1,)) diff --git a/source/tests/common/dpmodel/test_default_neighbor_list.py b/source/tests/common/dpmodel/test_default_neighbor_list.py index 68c9e71532..ffaa8d4afa 100644 --- a/source/tests/common/dpmodel/test_default_neighbor_list.py +++ b/source/tests/common/dpmodel/test_default_neighbor_list.py @@ -25,7 +25,7 @@ def _force_search(monkeypatch: pytest.MonkeyPatch, *, cell: bool) -> None: def _random_system( - *, nframes: int = 2, nloc: int = 48, dtype: Any = np.float64 + *, nframes: int = 2, nloc: int = 64, dtype: Any = np.float64 ) -> tuple[np.ndarray, np.ndarray, np.ndarray]: """Create reproducible triclinic frames without distance degeneracies.""" rng = np.random.default_rng(20260721) From 31cc11972fe8e8724c6cf0a0bd41283eaf870ff9 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Thu, 23 Jul 2026 20:00:29 +0800 Subject: [PATCH 11/13] test(dpmodel): cover periodic cell compaction Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 12 ++++---- .../consistent/test_default_neighbor_list.py | 28 +++++++++++++------ 2 files changed, 27 insertions(+), 13 deletions(-) diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index f091f2548e..8b6edd9b50 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -345,9 +345,10 @@ def _build_neighbor_list_cell( Cell members are represented by sorted integer keys; ``searchsorted`` finds the member ranges and an array-valued ``repeat`` expands only real candidate pairs. At constant density this uses O(N) candidate memory and O(N log N) - work, instead of the dense O(N**2) distance matrix. Eager CPU namespaces - select neighbors with two bounded row-wise sorts, while traced namespaces - and JAX GPU retain compact global sorting to avoid a host-dependent shape. + work, instead of the dense O(N**2) distance matrix. Eager NumPy, eager + PyTorch on validated CPU/CUDA devices, and eager JAX on CPU select neighbors + with two bounded row-wise sorts. TensorFlow, traced PyTorch/JAX, and JAX on + accelerators retain compact global sorting to avoid a host-dependent shape. The final stable lexicographic ordering is ``(center, distance, ext_index)``. It matches the dense builder's nearest-neighbor contract, including selecting @@ -690,8 +691,9 @@ def build( Must be ``"extended"`` (the only mode this builder supports). pair_excl : PairExcludeMask or None, optional When provided, excluded type pairs are erased from the returned - neighbor list immediately after the geometric search by - :func:`~deepmd.dpmodel.utils.nlist.build_neighbor_list`. + neighbor list after the dense or cell-list geometric search selects + neighbors. Excluded entries leave holes without backfilling farther + atoms. Returns ------- diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index 1f6b146e94..b265be3c62 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -101,14 +101,26 @@ def test_backend_cell_list_matches_dense(self) -> None: coord_backend, atype_backend = self._backend_arrays( search_coord, search_atype, device ) - result = default_nlist._build_neighbor_list_cell( - coord_backend, - atype_backend, - nloc, - rcut, - nsel, - pair_excl=pair_excl, - ) + # Exercise the periodic boundary-shell compaction route on + # every backend/device where it is supported. Production + # thresholds are benchmark-derived and otherwise exceed the + # deliberately small cross-backend fixture. + with mock.patch.multiple( + default_nlist, + _NUMPY_CPU_PERIODIC_COMPACTION_THRESHOLD=0, + _TORCH_CPU_PERIODIC_COMPACTION_THRESHOLD=0, + _JAX_CPU_PERIODIC_COMPACTION_THRESHOLD=0, + _TF_CPU_PERIODIC_COMPACTION_THRESHOLD=0, + _TORCH_CUDA_PERIODIC_COMPACTION_THRESHOLD=0, + ): + result = default_nlist._build_neighbor_list_cell( + coord_backend, + atype_backend, + nloc, + rcut, + nsel, + pair_excl=pair_excl, + ) assert array_api_compat.is_array_api_obj(result) np.testing.assert_array_equal(self._to_numpy(result), reference) From 013901b1bb8cc978a478594abb6057a912a388aa Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Thu, 23 Jul 2026 20:41:03 +0800 Subject: [PATCH 12/13] test(dpmodel): use unittest assertion Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- source/tests/consistent/test_default_neighbor_list.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/tests/consistent/test_default_neighbor_list.py b/source/tests/consistent/test_default_neighbor_list.py index b265be3c62..aa631e2b84 100644 --- a/source/tests/consistent/test_default_neighbor_list.py +++ b/source/tests/consistent/test_default_neighbor_list.py @@ -121,7 +121,7 @@ def test_backend_cell_list_matches_dense(self) -> None: nsel, pair_excl=pair_excl, ) - assert array_api_compat.is_array_api_obj(result) + self.assertTrue(array_api_compat.is_array_api_obj(result)) np.testing.assert_array_equal(self._to_numpy(result), reference) def test_backend_virtual_outlier_does_not_expand_grid(self) -> None: From c8dbde10e498a7b312ba415b30ff7d9d875775a1 Mon Sep 17 00:00:00 2001 From: njzjz-bot Date: Fri, 24 Jul 2026 23:02:13 +0800 Subject: [PATCH 13/13] docs(dpmodel): document neighbor selection invariants Record the measured eager CUDA padding tradeoff, graph-local offset rationale, and the non-decreasing center-stream precondition that makes padded row ranks collision-free. Coding-Agent: Codex Codex-Version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning-Effort: xhigh --- deepmd/dpmodel/utils/default_neighbor_list.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/deepmd/dpmodel/utils/default_neighbor_list.py b/deepmd/dpmodel/utils/default_neighbor_list.py index 8b6edd9b50..2316ab0545 100644 --- a/deepmd/dpmodel/utils/default_neighbor_list.py +++ b/deepmd/dpmodel/utils/default_neighbor_list.py @@ -230,6 +230,10 @@ def _select_nearest_padded( This helper requires eager, concrete candidate counts because the maximum row width controls an allocation. Callers must retain the compact path for traced namespaces with symbolic data-dependent dimensions. + + ``center`` must be a non-decreasing stream. The cell-list caller derives it + from repeated ordered query IDs and preserves that ordering while filtering; + this grouping is what makes the arithmetic row rank collision-free. """ xp = array_api_compat.array_namespace(center, neighbor_ext, distance) device = array_api_compat.device(center) @@ -312,6 +316,9 @@ def _supports_padded_selection(coord: Array) -> bool: # Older or reduced PyTorch builds may not expose torch.compiler. Without # a reliable tracing-state query, keep the dynamic compact path instead # of risking a data-dependent Python allocation during compilation. + # Eager CUDA pays one synchronization for the concrete row width, but + # measured RTX 5090 builds still favored the bounded row sorts. Keep + # that validated path while compilation and unmeasured devices fall back. return ( device.type in ("cpu", "cuda") and is_compiling is not None @@ -520,6 +527,9 @@ def _build_neighbor_list_cell( # Query the 27 cells surrounding every local center. Out-of-grid queries and # virtual centers get key -1; searchsorted then returns an empty interval. + # Keep this fixed 27x3 constant graph-local. Caching backend arrays would + # retain device storage and, for TensorFlow, could reuse a tensor from the + # wrong graph; the small materialization cost is included in the thresholds. offsets = xp.asarray(_NEIGHBOR_CELL_OFFSETS, dtype=xp.int64, device=device) query_cell = center_cell[:, :, None, :] + offsets[None, None, :, :] in_bounds = xp.all( @@ -601,6 +611,8 @@ def _build_neighbor_list_cell( ncenters = nframes * nloc if _supports_padded_selection(coord): + # repeat(arange(query_count), counts) is non-decreasing; integer division + # and the ordered ``keep`` gather above preserve that property for center. nlist = _select_nearest_padded(center, neighbor_ext, distance, ncenters, nsel) if nlist is not None: nlist = xp.reshape(nlist, (nframes, nloc, nsel))

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