| === FULL RUN START 2026-07-09T04:19:39Z | ewi3=0.4 width=16000 === |
| name, memory.total [MiB], memory.free [MiB] |
| NVIDIA RTX A5000, 24564 MiB, 24122 MiB |
|
|
| --- Step 0: Installing render/CLI deps (no-op if present) --- |
| WARNING: huggingface-hub 1.22.0 does not provide the extra 'cli' |
|
|
| --- Step 1: Environment preflight --- |
| === RunPod RAPIDS Preflight Check === |
|
|
| 1. Imports & versions: |
| [PASS] numpy 2.4.6, cupy 14.1.1, cudf 26.06.00, cugraph 26.06.00 |
| [PASS] datashader import |
| [PASS] matplotlib import |
|
|
| 2. GPU: |
| [PASS] CUDA device -> NVIDIA RTX A5000 | VRAM 25.3 GB total, 25.1 GB free |
|
|
| 3. cugraph.force_atlas2 signature: |
| [PASS] param 'pos_list' |
| [PASS] param 'prevent_overlapping' |
| [PASS] param 'vertex_radius' |
| [PASS] param 'edge_weight_influence' |
| [PASS] param 'lin_log_mode' |
| [PASS] param 'outbound_attraction_distribution' |
| [PASS] param 'scaling_ratio' |
| [PASS] param 'gravity' |
|
|
| 4. Functional smoke test (12-node graph, exact pipeline params): |
| [PASS] cugraph.louvain -> 2 communities, modularity 0.468, columns ['vertex', 'partition'] |
| [PASS] cugraph.force_atlas2 (pinning/overlap/radius kwargs) -> ok, output columns ['vertex', 'x', 'y'], std(x)=128.784 |
| [PASS] cuDF ops (sample, groupby, cp.asarray) -> sample/groupby/asarray ok |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 2 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| [PASS] datashader GPU aggregation -> cudf points -> shade(eq_hist, alpha) -> spread ok |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 1 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| [PASS] winner-take-all render path -> maximum_filter spread -> host Image -> CPU tf.stack -> set_background ok |
|
|
| RESULT: PASS — environment is safe for the full pipeline. |
|
|
| --- Step 2: Fetching input data from HF (icybawss/wikipedia-graph-data) --- |
| [32m✓ Downloaded[0m |
| path: /root/wikipedia_graph/runpod/edges_weighted.csv.gz |
| [32m✓ Downloaded[0m |
| path: /root/wikipedia_graph/runpod/metadata.csv |
| -rw-r--r-- 1 root root 1.2G Jul 9 04:20 edges_weighted.csv.gz |
| -rw-r--r-- 1 root root 133M Jul 9 04:20 metadata.csv |
|
|
| --- Step 3: FULL multi-stage layout compile (this is the long one) --- |
| --- Wikipedia Galaxy Compiler (Multi-Stage Layout Mode) --- |
| Config: edges=edges_weighted.csv.gz meta=metadata.csv out=coordinates_rapids.bin |
| Config: sample_frac=1.0 iters_scale=1.0 phase3_ewi=0.4 |
| Step 1: Loading node metadata from CSV to GPU... |
| Loaded metadata for 6,919,752 nodes in 0.68 seconds. |
| Step 2: Loading edges to GPU (cuDF CSV Reader)... |
| GPU Dataframe Ready with 186,481,888 edges. (16.06 seconds) |
| Normalizing and clamping edge weights to prevent gravitational collapse (Attraction Floor)... |
| Step 3: Constructing cuGraph & calculating degrees... |
| Graph construction complete. (2.38 seconds) |
| Degrees calculated. |
| Step 4: Running k-core decomposition to extract structural backbone... |
| Dynamic threshold chosen: k=55 |
| Backbone extracted with 695,562 core nodes (10.05% of total). (1.93 seconds) |
| Slicing backbone edges... |
| Freeing full graph G to conserve VRAM... |
| Backbone graph constructed with 60,691,657 edges. |
| Step 5 [Phase 1]: Simulating Backbone layout (ForceAtlas2) for global continents... |
| Computing Louvain communities to seed continental positions... |
| Louvain found 22 communities (modularity 0.6565) in 25.48s. |
| iteration: 1, speed: 1.5, speed_efficiency: 1.3, jt: 6.45757, swinging: 4.56451e+17, traction: 2.28225e+17 |
| iteration: 2, speed: 2.25, speed_efficiency: 1.69, jt: 6.45757, swinging: 3.90982e+17, traction: 3.17126e+17 |
| iteration: 3, speed: 3.375, speed_efficiency: 2.197, jt: 6.45757, swinging: 9.10272e+14, traction: 2.69268e+17 |
| iteration: 4, speed: 5.0625, speed_efficiency: 2.8561, jt: 6.45757, swinging: 7.45809e+14, traction: 2.68526e+17 |
| iteration: 5, speed: 7.59375, speed_efficiency: 3.71293, jt: 6.45757, swinging: 7.26923e+14, traction: 2.6782e+17 |
| iteration: 6, speed: 11.3906, speed_efficiency: 4.82681, jt: 6.45757, swinging: 7.21895e+14, traction: 2.67118e+17 |
| iteration: 7, speed: 17.0859, speed_efficiency: 6.27485, jt: 6.45757, swinging: 6.92378e+14, traction: 2.66429e+17 |
| iteration: 8, speed: 25.6289, speed_efficiency: 8.15731, jt: 6.45757, swinging: 6.86607e+14, traction: 2.65755e+17 |
| iteration: 9, speed: 38.4434, speed_efficiency: 10.6045, jt: 6.45757, swinging: 6.88498e+14, traction: 2.65078e+17 |
| iteration: 10, speed: 57.665, speed_efficiency: 13.7858, jt: 6.45757, swinging: 6.76233e+14, traction: 2.64405e+17 |
| iteration: 11, speed: 86.4976, speed_efficiency: 17.9216, jt: 6.45757, swinging: 6.74304e+14, traction: 2.6374e+17 |
| iteration: 12, speed: 129.746, speed_efficiency: 23.2981, jt: 6.45757, swinging: 6.65358e+14, traction: 2.63084e+17 |
| iteration: 13, speed: 194.62, speed_efficiency: 30.2875, jt: 6.45757, swinging: 6.67755e+14, traction: 2.62428e+17 |
| iteration: 14, speed: 291.929, speed_efficiency: 39.3738, jt: 6.45757, swinging: 6.47461e+14, traction: 2.6178e+17 |
| iteration: 15, speed: 437.894, speed_efficiency: 51.1859, jt: 6.45757, swinging: 6.5265e+14, traction: 2.61139e+17 |
| iteration: 16, speed: 656.841, speed_efficiency: 66.5417, jt: 6.45757, swinging: 6.43885e+14, traction: 2.60498e+17 |
| iteration: 17, speed: 985.261, speed_efficiency: 86.5042, jt: 6.45757, swinging: 6.33741e+14, traction: 2.59866e+17 |
| iteration: 18, speed: 1477.89, speed_efficiency: 112.455, jt: 6.45757, swinging: 6.33573e+14, traction: 2.59239e+17 |
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| iteration: 470, speed: 702923, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.38608e+14, traction: 1.34167e+17 |
| iteration: 471, speed: 695816, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.39885e+14, traction: 1.34034e+17 |
| iteration: 472, speed: 695606, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.39787e+14, traction: 1.339e+17 |
| iteration: 473, speed: 696220, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.39524e+14, traction: 1.33766e+17 |
| iteration: 474, speed: 698664, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.38898e+14, traction: 1.33634e+17 |
| iteration: 475, speed: 677205, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.43155e+14, traction: 1.33499e+17 |
| iteration: 476, speed: 702277, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.37905e+14, traction: 1.33364e+17 |
| iteration: 477, speed: 694956, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.3922e+14, traction: 1.33232e+17 |
| iteration: 478, speed: 702813, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.37526e+14, traction: 1.331e+17 |
| iteration: 479, speed: 711533, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.35708e+14, traction: 1.32969e+17 |
| iteration: 480, speed: 680800, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.41693e+14, traction: 1.32837e+17 |
| iteration: 481, speed: 707945, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.36124e+14, traction: 1.32704e+17 |
| iteration: 482, speed: 711359, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.35339e+14, traction: 1.32575e+17 |
| iteration: 483, speed: 691392, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.39112e+14, traction: 1.32446e+17 |
| iteration: 484, speed: 700016, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.37263e+14, traction: 1.32316e+17 |
| iteration: 485, speed: 697427, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.37636e+14, traction: 1.32184e+17 |
| iteration: 486, speed: 720560, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33086e+14, traction: 1.32054e+17 |
| iteration: 487, speed: 706385, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.35623e+14, traction: 1.31925e+17 |
| iteration: 488, speed: 692316, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.38242e+14, traction: 1.31794e+17 |
| iteration: 489, speed: 714147, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33884e+14, traction: 1.31664e+17 |
| iteration: 490, speed: 706733, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.35158e+14, traction: 1.31537e+17 |
| iteration: 491, speed: 712518, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33929e+14, traction: 1.31408e+17 |
| iteration: 492, speed: 699525, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.36283e+14, traction: 1.31279e+17 |
| iteration: 493, speed: 711623, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33834e+14, traction: 1.3115e+17 |
| iteration: 494, speed: 711173, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33789e+14, traction: 1.31023e+17 |
| iteration: 495, speed: 715743, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.32806e+14, traction: 1.30895e+17 |
| iteration: 496, speed: 710330, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.33687e+14, traction: 1.30767e+17 |
| iteration: 497, speed: 717894, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.32149e+14, traction: 1.3064e+17 |
| iteration: 498, speed: 723792, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.30946e+14, traction: 1.30514e+17 |
| iteration: 499, speed: 706572, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.34007e+14, traction: 1.30387e+17 |
| iteration: 500, speed: 702402, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.34669e+14, traction: 1.30258e+17 |
| iteration: 501, speed: 715369, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.321e+14, traction: 1.30131e+17 |
| iteration: 502, speed: 694882, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.35861e+14, traction: 1.30004e+17 |
| iteration: 503, speed: 717693, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.31414e+14, traction: 1.29876e+17 |
| iteration: 504, speed: 724118, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.30123e+14, traction: 1.29752e+17 |
| iteration: 505, speed: 711051, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.32388e+14, traction: 1.29629e+17 |
| iteration: 506, speed: 713132, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.31874e+14, traction: 1.29503e+17 |
| iteration: 507, speed: 722330, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.30069e+14, traction: 1.29378e+17 |
| iteration: 508, speed: 725894, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.29307e+14, traction: 1.29254e+17 |
| iteration: 509, speed: 726165, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.29134e+14, traction: 1.2913e+17 |
| iteration: 510, speed: 732720, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.27857e+14, traction: 1.29007e+17 |
| iteration: 511, speed: 714408, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.31009e+14, traction: 1.28884e+17 |
| iteration: 512, speed: 723344, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.29267e+14, traction: 1.28761e+17 |
| iteration: 513, speed: 712560, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.31098e+14, traction: 1.28637e+17 |
| iteration: 514, speed: 724573, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.288e+14, traction: 1.28514e+17 |
| iteration: 515, speed: 728144, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.28047e+14, traction: 1.28392e+17 |
| iteration: 516, speed: 722702, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2889e+14, traction: 1.28271e+17 |
| iteration: 517, speed: 720324, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.29192e+14, traction: 1.28149e+17 |
| iteration: 518, speed: 738514, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2589e+14, traction: 1.28027e+17 |
| iteration: 519, speed: 723783, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.28332e+14, traction: 1.27907e+17 |
| iteration: 520, speed: 731075, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.26932e+14, traction: 1.27786e+17 |
| iteration: 521, speed: 726371, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.27633e+14, traction: 1.27665e+17 |
| iteration: 522, speed: 745165, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24297e+14, traction: 1.27545e+17 |
| iteration: 523, speed: 719395, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.28627e+14, traction: 1.27424e+17 |
| iteration: 524, speed: 734683, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25831e+14, traction: 1.27303e+17 |
| iteration: 525, speed: 725474, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.27307e+14, traction: 1.27182e+17 |
| iteration: 526, speed: 723859, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.27469e+14, traction: 1.2706e+17 |
| iteration: 527, speed: 743058, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24059e+14, traction: 1.26941e+17 |
| iteration: 528, speed: 743084, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2394e+14, traction: 1.26823e+17 |
| iteration: 529, speed: 737288, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24797e+14, traction: 1.26705e+17 |
| iteration: 530, speed: 724852, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.26819e+14, traction: 1.26586e+17 |
| iteration: 531, speed: 732531, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25372e+14, traction: 1.26467e+17 |
| iteration: 532, speed: 728807, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25894e+14, traction: 1.26348e+17 |
| iteration: 533, speed: 741651, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23598e+14, traction: 1.26229e+17 |
| iteration: 534, speed: 721511, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.26928e+14, traction: 1.2611e+17 |
| iteration: 535, speed: 775404, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17998e+14, traction: 1.25995e+17 |
| iteration: 536, speed: 729280, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25347e+14, traction: 1.25881e+17 |
| iteration: 537, speed: 754884, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.20983e+14, traction: 1.25763e+17 |
| iteration: 538, speed: 752631, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.21233e+14, traction: 1.25648e+17 |
| iteration: 539, speed: 727320, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25335e+14, traction: 1.25531e+17 |
| iteration: 540, speed: 736404, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23673e+14, traction: 1.25412e+17 |
| iteration: 541, speed: 731545, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24377e+14, traction: 1.25294e+17 |
| iteration: 542, speed: 738605, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23074e+14, traction: 1.25178e+17 |
| iteration: 543, speed: 724308, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25387e+14, traction: 1.25062e+17 |
| iteration: 544, speed: 745678, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.21679e+14, traction: 1.24945e+17 |
| iteration: 545, speed: 735573, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23235e+14, traction: 1.24828e+17 |
| iteration: 546, speed: 732319, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23667e+14, traction: 1.24711e+17 |
| iteration: 547, speed: 753364, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.20101e+14, traction: 1.24596e+17 |
| iteration: 548, speed: 735871, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.22842e+14, traction: 1.2448e+17 |
| iteration: 549, speed: 761334, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.18626e+14, traction: 1.24367e+17 |
| iteration: 550, speed: 720580, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2522e+14, traction: 1.24253e+17 |
| iteration: 551, speed: 746108, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.20823e+14, traction: 1.24138e+17 |
| iteration: 552, speed: 727780, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23757e+14, traction: 1.24028e+17 |
| iteration: 553, speed: 740106, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.21586e+14, traction: 1.23917e+17 |
| iteration: 554, speed: 749198, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.20001e+14, traction: 1.23803e+17 |
| iteration: 555, speed: 754711, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.19016e+14, traction: 1.2369e+17 |
| iteration: 556, speed: 722081, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24278e+14, traction: 1.23575e+17 |
| iteration: 557, speed: 775331, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.15641e+14, traction: 1.23467e+17 |
| iteration: 558, speed: 712728, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.25687e+14, traction: 1.23357e+17 |
| iteration: 559, speed: 733386, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.22032e+14, traction: 1.23241e+17 |
| iteration: 560, speed: 711220, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2572e+14, traction: 1.23128e+17 |
| iteration: 561, speed: 708291, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2612e+14, traction: 1.23012e+17 |
| iteration: 562, speed: 791916, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.12699e+14, traction: 1.229e+17 |
| iteration: 563, speed: 703434, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.2676e+14, traction: 1.22789e+17 |
| iteration: 564, speed: 754641, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.18049e+14, traction: 1.22674e+17 |
| iteration: 565, speed: 758464, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17352e+14, traction: 1.22568e+17 |
| iteration: 566, speed: 753296, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.18054e+14, traction: 1.22461e+17 |
| iteration: 567, speed: 757636, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17273e+14, traction: 1.22352e+17 |
| iteration: 568, speed: 733113, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.21086e+14, traction: 1.22241e+17 |
| iteration: 569, speed: 762654, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.16291e+14, traction: 1.2213e+17 |
| iteration: 570, speed: 757848, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.16925e+14, traction: 1.22022e+17 |
| iteration: 571, speed: 712900, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.24182e+14, traction: 1.2191e+17 |
| iteration: 572, speed: 745488, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.18645e+14, traction: 1.21798e+17 |
| iteration: 573, speed: 765074, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.15507e+14, traction: 1.21692e+17 |
| iteration: 574, speed: 712529, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.23911e+14, traction: 1.2158e+17 |
| iteration: 575, speed: 757358, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.16469e+14, traction: 1.21468e+17 |
| iteration: 576, speed: 748171, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17797e+14, traction: 1.21362e+17 |
| iteration: 577, speed: 746629, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17935e+14, traction: 1.21255e+17 |
| iteration: 578, speed: 751772, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.17021e+14, traction: 1.21144e+17 |
| iteration: 579, speed: 764610, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.14955e+14, traction: 1.21037e+17 |
| iteration: 580, speed: 737637, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.19053e+14, traction: 1.2093e+17 |
| iteration: 581, speed: 766731, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.14432e+14, traction: 1.20821e+17 |
| iteration: 582, speed: 757864, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.1567e+14, traction: 1.20715e+17 |
| iteration: 583, speed: 773222, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.13273e+14, traction: 1.20609e+17 |
| iteration: 584, speed: 766010, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.14238e+14, traction: 1.20502e+17 |
| iteration: 585, speed: 786432, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.11173e+14, traction: 1.20396e+17 |
| iteration: 586, speed: 764744, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.14224e+14, traction: 1.20289e+17 |
| iteration: 587, speed: 780380, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.11837e+14, traction: 1.20182e+17 |
| iteration: 588, speed: 776419, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.12309e+14, traction: 1.20077e+17 |
| iteration: 589, speed: 783746, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.11162e+14, traction: 1.19972e+17 |
| iteration: 590, speed: 764103, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.13919e+14, traction: 1.19867e+17 |
| iteration: 591, speed: 766607, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.13446e+14, traction: 1.19761e+17 |
| iteration: 592, speed: 775316, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.12073e+14, traction: 1.19655e+17 |
| iteration: 593, speed: 773480, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.1224e+14, traction: 1.1955e+17 |
| iteration: 594, speed: 755856, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.14755e+14, traction: 1.19443e+17 |
| iteration: 595, speed: 801706, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.08097e+14, traction: 1.19339e+17 |
| iteration: 596, speed: 772835, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.12038e+14, traction: 1.19234e+17 |
| iteration: 597, speed: 770018, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.12348e+14, traction: 1.19129e+17 |
| iteration: 598, speed: 774451, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.11608e+14, traction: 1.19025e+17 |
| iteration: 599, speed: 784604, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.10067e+14, traction: 1.18921e+17 |
| iteration: 600, speed: 789693, speed_efficiency: 112.455, jt: 6.45757, swinging: 1.09262e+14, traction: 1.18817e+17 |
| Backbone simulation complete. (113.43 seconds) |
| Step 6: Running Multi-Source Label Propagation to map peripheral nodes to closest core gateways... |
| Propagation step 0: 6,224,190 peripheral nodes remaining without a gateway. |
| Propagation step 1: 253,950 peripheral nodes remaining without a gateway. |
| Propagation step 2: 10,252 peripheral nodes remaining without a gateway. |
| Propagation step 3: 9,212 peripheral nodes remaining without a gateway. |
| Propagation step 4: 9,178 peripheral nodes remaining without a gateway. |
| No more connections to core. Stopping propagation. |
| Propagation finished in 1.48 seconds. |
| Step 7: Initializing peripheral positions near core gateways with radial jitter... |
| Initialized coordinates for 6,919,752 nodes. |
| Step 8 [Phase 2]: Reconstructing full cuGraph... |
| Step 8 [Phase 2]: Running Pinned Ingestion Simulation (250 iterations total)... |
| Step 1/10: Simulating 25 iterations... |
| Completed step in 18.70 seconds. |
| Step 2/10: Simulating 25 iterations... |
| Completed step in 18.55 seconds. |
| Step 3/10: Simulating 25 iterations... |
| Completed step in 18.50 seconds. |
| Step 4/10: Simulating 25 iterations... |
| Completed step in 18.60 seconds. |
| Step 5/10: Simulating 25 iterations... |
| Completed step in 18.51 seconds. |
| Step 6/10: Simulating 25 iterations... |
| Completed step in 18.55 seconds. |
| Step 7/10: Simulating 25 iterations... |
| Completed step in 18.59 seconds. |
| Step 8/10: Simulating 25 iterations... |
| Completed step in 18.58 seconds. |
| Step 9/10: Simulating 25 iterations... |
| Completed step in 18.56 seconds. |
| Step 10/10: Simulating 25 iterations... |
| Completed step in 18.49 seconds. |
| Phase 2 complete in 185.65 seconds. |
| Step 9 [Phase 3]: Running Global Polish Simulation... |
| [Diagnostics] Pre-Phase 3 coordinate spread - std(x): 9791.32, std(y): 9917.74 |
| Sub-phase 3A: Simulating 80 iterations with overlap prevention... |
| iteration: 1, speed: 1.5, speed_efficiency: 1.3, jt: 11.4647, swinging: 6.47589e+18, traction: 3.23794e+18 |
| iteration: 2, speed: 2.25, speed_efficiency: 1.69, jt: 11.4647, swinging: 5.45556e+18, traction: 3.91143e+18 |
| iteration: 3, speed: 3.375, speed_efficiency: 2.197, jt: 11.4647, swinging: 2.7214e+15, traction: 2.26483e+18 |
| iteration: 4, speed: 5.0625, speed_efficiency: 2.8561, jt: 11.4647, swinging: 2.12208e+15, traction: 2.26265e+18 |
| iteration: 5, speed: 7.59375, speed_efficiency: 3.71293, jt: 11.4647, swinging: 2.16438e+15, traction: 2.26065e+18 |
| iteration: 6, speed: 11.3906, speed_efficiency: 4.82681, jt: 11.4647, swinging: 2.09362e+15, traction: 2.25863e+18 |
| iteration: 7, speed: 17.0859, speed_efficiency: 6.27485, jt: 11.4647, swinging: 2.12636e+15, traction: 2.25662e+18 |
| iteration: 8, speed: 25.6289, speed_efficiency: 8.15731, jt: 11.4647, swinging: 2.03069e+15, traction: 2.25464e+18 |
| iteration: 9, speed: 38.4434, speed_efficiency: 10.6045, jt: 11.4647, swinging: 2.08801e+15, traction: 2.25269e+18 |
| iteration: 10, speed: 57.665, speed_efficiency: 13.7858, jt: 11.4647, swinging: 2.06497e+15, traction: 2.25071e+18 |
| iteration: 11, speed: 86.4976, speed_efficiency: 17.9216, jt: 11.4647, swinging: 2.09706e+15, traction: 2.24874e+18 |
| iteration: 12, speed: 129.746, speed_efficiency: 23.2981, jt: 11.4647, swinging: 2.01652e+15, traction: 2.24681e+18 |
| iteration: 13, speed: 194.62, speed_efficiency: 30.2875, jt: 11.4647, swinging: 2.05589e+15, traction: 2.24489e+18 |
| iteration: 14, speed: 291.929, speed_efficiency: 39.3738, jt: 11.4647, swinging: 2.19125e+15, traction: 2.24288e+18 |
| iteration: 15, speed: 437.894, speed_efficiency: 51.1859, jt: 11.4647, swinging: 2.03993e+15, traction: 2.24087e+18 |
| iteration: 16, speed: 656.841, speed_efficiency: 66.5417, jt: 11.4647, swinging: 2.02373e+15, traction: 2.23895e+18 |
| iteration: 17, speed: 985.261, speed_efficiency: 86.5042, jt: 11.4647, swinging: 2.08746e+15, traction: 2.23702e+18 |
| iteration: 18, speed: 1477.89, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.03596e+15, traction: 2.23507e+18 |
| iteration: 19, speed: 2216.84, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.04081e+15, traction: 2.23313e+18 |
| iteration: 20, speed: 3325.26, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.00708e+15, traction: 2.23122e+18 |
| iteration: 21, speed: 4987.89, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.10491e+15, traction: 2.22927e+18 |
| iteration: 22, speed: 7481.83, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.02079e+15, traction: 2.22732e+18 |
| iteration: 23, speed: 11222.7, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.17263e+15, traction: 2.22534e+18 |
| iteration: 24, speed: 16834.1, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.02238e+15, traction: 2.22337e+18 |
| iteration: 25, speed: 25251.2, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.96139e+15, traction: 2.22148e+18 |
| iteration: 26, speed: 37876.8, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.03719e+15, traction: 2.21959e+18 |
| iteration: 27, speed: 56815.1, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.00899e+15, traction: 2.21768e+18 |
| iteration: 28, speed: 85222.7, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.00767e+15, traction: 2.21579e+18 |
| iteration: 29, speed: 127834, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.0374e+15, traction: 2.21388e+18 |
| iteration: 30, speed: 191751, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.04779e+15, traction: 2.21196e+18 |
| iteration: 31, speed: 287627, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.09383e+15, traction: 2.21014e+18 |
| iteration: 32, speed: 431440, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.18289e+15, traction: 2.20828e+18 |
| iteration: 33, speed: 647160, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98196e+15, traction: 2.20635e+18 |
| iteration: 34, speed: 970740, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.99702e+15, traction: 2.20446e+18 |
| iteration: 35, speed: 1.42719e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98975e+15, traction: 2.20259e+18 |
| iteration: 36, speed: 1.38025e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.05565e+15, traction: 2.20071e+18 |
| iteration: 37, speed: 1.40902e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.01195e+15, traction: 2.19882e+18 |
| iteration: 38, speed: 1.40023e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.02284e+15, traction: 2.19693e+18 |
| iteration: 39, speed: 1.39988e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.02163e+15, traction: 2.19507e+18 |
| iteration: 40, speed: 1.42129e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98952e+15, traction: 2.19323e+18 |
| iteration: 41, speed: 1.44562e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.95436e+15, traction: 2.19136e+18 |
| iteration: 42, speed: 1.49181e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.89228e+15, traction: 2.18955e+18 |
| iteration: 43, speed: 1.42174e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98388e+15, traction: 2.18772e+18 |
| iteration: 44, speed: 1.46691e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.92116e+15, traction: 2.18586e+18 |
| iteration: 45, speed: 1.39209e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.0227e+15, traction: 2.184e+18 |
| iteration: 46, speed: 1.44995e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.94035e+15, traction: 2.18217e+18 |
| iteration: 47, speed: 1.33941e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 2.09877e+15, traction: 2.18038e+18 |
| iteration: 48, speed: 1.44718e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.9409e+15, traction: 2.17861e+18 |
| iteration: 49, speed: 1.51197e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.85622e+15, traction: 2.17685e+18 |
| iteration: 50, speed: 1.42329e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.97024e+15, traction: 2.17504e+18 |
| iteration: 51, speed: 1.44669e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.93675e+15, traction: 2.17321e+18 |
| iteration: 52, speed: 1.40679e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98996e+15, traction: 2.17135e+18 |
| iteration: 53, speed: 1.48819e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.87952e+15, traction: 2.1695e+18 |
| iteration: 54, speed: 1.44396e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.93547e+15, traction: 2.16769e+18 |
| iteration: 55, speed: 1.47161e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.89753e+15, traction: 2.16589e+18 |
| iteration: 56, speed: 1.40601e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98439e+15, traction: 2.16407e+18 |
| iteration: 57, speed: 1.47067e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.89554e+15, traction: 2.16224e+18 |
| iteration: 58, speed: 1.45341e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.91644e+15, traction: 2.16042e+18 |
| iteration: 59, speed: 1.50674e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.84707e+15, traction: 2.15862e+18 |
| iteration: 60, speed: 1.49513e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.85988e+15, traction: 2.15686e+18 |
| iteration: 61, speed: 1.45732e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.90656e+15, traction: 2.15508e+18 |
| iteration: 62, speed: 1.47088e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.88743e+15, traction: 2.1533e+18 |
| iteration: 63, speed: 1.49089e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.86058e+15, traction: 2.15154e+18 |
| iteration: 64, speed: 1.3884e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.99627e+15, traction: 2.14975e+18 |
| iteration: 65, speed: 1.47194e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.88142e+15, traction: 2.14799e+18 |
| iteration: 66, speed: 1.47059e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.88165e+15, traction: 2.14627e+18 |
| iteration: 67, speed: 1.49377e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.85097e+15, traction: 2.14457e+18 |
| iteration: 68, speed: 1.5216e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.81566e+15, traction: 2.14285e+18 |
| iteration: 69, speed: 1.49568e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.84562e+15, traction: 2.1411e+18 |
| iteration: 70, speed: 1.52979e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.80302e+15, traction: 2.13937e+18 |
| iteration: 71, speed: 1.4439e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.90868e+15, traction: 2.13761e+18 |
| iteration: 72, speed: 1.48792e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.85067e+15, traction: 2.13582e+18 |
| iteration: 73, speed: 1.51999e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.81015e+15, traction: 2.13408e+18 |
| iteration: 74, speed: 1.47055e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.86949e+15, traction: 2.13236e+18 |
| iteration: 75, speed: 1.44065e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.90674e+15, traction: 2.13062e+18 |
| iteration: 76, speed: 1.49001e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.84206e+15, traction: 2.12886e+18 |
| iteration: 77, speed: 1.38019e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.98705e+15, traction: 2.12717e+18 |
| iteration: 78, speed: 1.48519e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.8451e+15, traction: 2.12548e+18 |
| iteration: 79, speed: 1.54196e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.77574e+15, traction: 2.12378e+18 |
| iteration: 80, speed: 1.51969e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.80034e+15, traction: 2.12209e+18 |
| [Diagnostics] Post-Phase 3A coordinate spread - std(x): 10334.81, std(y): 10468.02 |
| Sub-phase 3B: Simulating final 40 iterations with overlap prevention enabled... |
| iteration: 1, speed: 1.5, speed_efficiency: 1.3, jt: 11.4647, swinging: 6.36566e+18, traction: 3.18283e+18 |
| iteration: 2, speed: 2.25, speed_efficiency: 1.69, jt: 11.4647, swinging: 5.38183e+18, traction: 3.82223e+18 |
| iteration: 3, speed: 3.375, speed_efficiency: 2.197, jt: 11.4647, swinging: 1.81097e+15, traction: 2.1174e+18 |
| iteration: 4, speed: 5.0625, speed_efficiency: 2.8561, jt: 11.4647, swinging: 1.84761e+15, traction: 2.11566e+18 |
| iteration: 5, speed: 7.59375, speed_efficiency: 3.71293, jt: 11.4647, swinging: 1.74041e+15, traction: 2.11393e+18 |
| iteration: 6, speed: 11.3906, speed_efficiency: 4.82681, jt: 11.4647, swinging: 1.80831e+15, traction: 2.11223e+18 |
| iteration: 7, speed: 17.0859, speed_efficiency: 6.27485, jt: 11.4647, swinging: 1.79414e+15, traction: 2.1105e+18 |
| iteration: 8, speed: 25.6289, speed_efficiency: 8.15731, jt: 11.4647, swinging: 1.76611e+15, traction: 2.1088e+18 |
| iteration: 9, speed: 38.4434, speed_efficiency: 10.6045, jt: 11.4647, swinging: 1.77496e+15, traction: 2.1071e+18 |
| iteration: 10, speed: 57.665, speed_efficiency: 13.7858, jt: 11.4647, swinging: 1.7861e+15, traction: 2.1054e+18 |
| iteration: 11, speed: 86.4976, speed_efficiency: 17.9216, jt: 11.4647, swinging: 1.74586e+15, traction: 2.10373e+18 |
| iteration: 12, speed: 129.746, speed_efficiency: 23.2981, jt: 11.4647, swinging: 1.76489e+15, traction: 2.10205e+18 |
| iteration: 13, speed: 194.62, speed_efficiency: 30.2875, jt: 11.4647, swinging: 1.74808e+15, traction: 2.10037e+18 |
| iteration: 14, speed: 291.929, speed_efficiency: 39.3738, jt: 11.4647, swinging: 1.78042e+15, traction: 2.0987e+18 |
| iteration: 15, speed: 437.894, speed_efficiency: 51.1859, jt: 11.4647, swinging: 1.79043e+15, traction: 2.09703e+18 |
| iteration: 16, speed: 656.841, speed_efficiency: 66.5417, jt: 11.4647, swinging: 1.78483e+15, traction: 2.09535e+18 |
| iteration: 17, speed: 985.261, speed_efficiency: 86.5042, jt: 11.4647, swinging: 1.83831e+15, traction: 2.09363e+18 |
| iteration: 18, speed: 1477.89, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.79713e+15, traction: 2.09189e+18 |
| iteration: 19, speed: 2216.84, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.76256e+15, traction: 2.09021e+18 |
| iteration: 20, speed: 3325.26, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.72932e+15, traction: 2.08857e+18 |
| iteration: 21, speed: 4987.89, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.75318e+15, traction: 2.08694e+18 |
| iteration: 22, speed: 7481.83, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.76806e+15, traction: 2.08532e+18 |
| iteration: 23, speed: 11222.7, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.78922e+15, traction: 2.08367e+18 |
| iteration: 24, speed: 16834.1, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.75644e+15, traction: 2.082e+18 |
| iteration: 25, speed: 25251.2, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.74285e+15, traction: 2.08034e+18 |
| iteration: 26, speed: 37876.8, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.75284e+15, traction: 2.07867e+18 |
| iteration: 27, speed: 56815.1, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.74804e+15, traction: 2.07701e+18 |
| iteration: 28, speed: 85222.7, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.71539e+15, traction: 2.07536e+18 |
| iteration: 29, speed: 127834, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.7589e+15, traction: 2.07373e+18 |
| iteration: 30, speed: 191751, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.78665e+15, traction: 2.07208e+18 |
| iteration: 31, speed: 287627, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.77071e+15, traction: 2.07042e+18 |
| iteration: 32, speed: 431440, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.71316e+15, traction: 2.06878e+18 |
| iteration: 33, speed: 647160, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.8823e+15, traction: 2.06723e+18 |
| iteration: 34, speed: 970740, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.69362e+15, traction: 2.06568e+18 |
| iteration: 35, speed: 1.45611e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.67905e+15, traction: 2.06411e+18 |
| iteration: 36, speed: 1.59719e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.66491e+15, traction: 2.06255e+18 |
| iteration: 37, speed: 1.56744e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.6952e+15, traction: 2.06096e+18 |
| iteration: 38, speed: 1.52611e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.73974e+15, traction: 2.05933e+18 |
| iteration: 39, speed: 1.54574e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.71627e+15, traction: 2.05769e+18 |
| iteration: 40, speed: 1.49352e+06, speed_efficiency: 112.455, jt: 11.4647, swinging: 1.77489e+15, traction: 2.05607e+18 |
| Phase 3 complete in 88.34 seconds. |
| Step 10: Exporting coordinate layout + metadata to binary... |
| Transferring coordinates from GPU to CPU RAM... |
| Scattering 9,146 degree-0 orphans as background dust... |
| Done! Saved enriched coordinates to coordinates_rapids.bin in 0.55 seconds. |
| [Diagnostics] Final coordinate spread (with orphans) - std(x): 10621.08, std(y): 10757.10 |
| [Diagnostics] Plotting raw coordinate scatter (50k sample)... |
| [Diagnostics] Saved raw coordinates scatter plot to diagnostic_layout.png. |
| --- Step 3b: Uploading compile output to HF (pre-render safety) --- |
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| --- Step 4: 16k GPU render --- |
| --- GPU-Accelerated Datashader Renderer --- |
| Step 1: Loading raw enriched coordinates from coordinates_rapids.bin... |
| Loaded coordinates for 6,919,752 nodes in 0.99s. |
| Step 2: Loading edge list from edges_weighted.csv.gz... |
| Sampling first 15,000,000 edges for filaments (out of 186,481,888 total)... |
| Mapped curves for 15,000,000 edges in 18.27s. |
| Step 3: Creating canvas of size 16000x16000... |
| Using ranges x: (-32672.987734375, 32674.890078125), y: (-32640.24236328125, 32671.45134765625) |
| Step 4: Rendering filaments (line aggregation)... |
| Filaments rendered in 29.00s. |
| Step 5: Rendering nodes (point aggregation category-by-category)... |
| Astronomical spread widths: dust=1px, stars=2px, supernova=3px |
| Winner-take-all compositing: dust=6,573,764 stars=311,389 supernova=34,599 |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 17 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 62 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 9 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 71 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 99 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 21 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 3 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 8 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 19 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 1 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| /usr/local/lib/python3.12/dist-packages/numba_cuda/numba/cuda/dispatcher.py:716: NumbaPerformanceWarning: Grid size 10 will likely result in GPU under-utilization due to low occupancy. |
| warn(errors.NumbaPerformanceWarning(msg)) |
| Nodes rendered in 20.96s. |
| Step 6: Blending layers and exporting static PNG image... |
| Image exported successfully as massive_galaxy_full.png in 31.21s. |
| === Total Rendering Time: 100.47 seconds === |
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| --- Step 5: Uploading render to HF (icybawss/wikipedia-graph-data) --- |
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| [32m✓ Uploaded[0m |
| url: https: |
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| === FULL RUN COMPLETE 2026-07-09T04:29:24Z === |
| -rw-r--r-- 1 root root 132M Jul 9 04:27 coordinates_rapids.bin |
| -rw-r--r-- 1 root root 589K Jul 9 04:27 diagnostic_layout.png |
| -rw-r--r-- 1 root root 87M Jul 9 04:29 massive_galaxy_full.png |
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|
