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Run summary · Phase 5
hotdog-batched-30k
A.7 × multi-scene: hotdog 30k with SPLAT_BATCHED_FORWARD=1
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/hotdog
- iterations
- 30,000
- seed
- 42
- capacity
- 1,000,000 splats
- sh_degree
- 3
- loss
- L1Ssim
- lambda
- 0.200
- ssim
- window=7 sigma=1
- backend.backward
- Simd
- backend.loss_path
- Gpu
02
結果
Val PSNR
29.46dB
Wallclock
22m 35s
Final splats
80,841
Final loss
1.073494e-2
03
描画結果
学習後の eval pipeline から取得した代表視点。
00
01
0204
3D ビューワー
学習結果 PLY を .splat 形式に変換し、antimatter15/splat の WebGL ビューワーで対話表示。
05
推移
Loss curve — 反復ごとの training loss
Splat count — refine の発火と最終構成
06
中間ログ抜粋
| iter | 本 run loss |
|---|---|
| 1 | 3.0586e-1 |
| 500 | 6.2804e-2 |
| 1,000 | 6.0712e-2 |
| 1,500 | 4.6031e-2 |
| 2,000 | 2.7379e-2 |
| 2,500 | 2.0325e-2 |
| 3,000 | 1.9505e-2 |
| 3,500 | 1.7923e-2 |
| 4,000 | 1.7131e-2 |
| 4,500 | 1.5449e-2 |
| 5,000 | 1.4544e-2 |
| 5,500 | 1.5688e-2 |
| 6,000 | 1.3117e-2 |
| 6,500 | 1.3026e-2 |
| 7,000 | 1.3583e-2 |
| 7,500 | 1.2416e-2 |
| 8,000 | 1.3262e-2 |
| 8,500 | 1.2307e-2 |
| 9,000 | 1.2453e-2 |
| 9,500 | 1.3950e-2 |
| 10,000 | 1.2564e-2 |
| 10,500 | 1.2817e-2 |
| 11,000 | 1.3046e-2 |
| 11,500 | 1.2235e-2 |
| 12,000 | 1.2685e-2 |
| 12,500 | 1.0789e-2 |
| 13,000 | 1.1620e-2 |
| 13,500 | 1.1326e-2 |
| 14,000 | 1.1103e-2 |
| 14,500 | 1.1445e-2 |
| 15,000 | 1.0797e-2 |
| 15,500 | 1.0974e-2 |
| 16,000 | 1.1380e-2 |
| 16,500 | 1.1842e-2 |
| 17,000 | 1.1345e-2 |
| 17,500 | 1.1022e-2 |
| 18,000 | 9.2716e-3 |
| 18,500 | 1.0923e-2 |
| 19,000 | 1.1884e-2 |
| 19,500 | 1.0502e-2 |
| 20,000 | 1.1762e-2 |
| 20,500 | 1.2202e-2 |
| 21,000 | 1.1103e-2 |
| 21,500 | 1.0580e-2 |
| 22,000 | 1.0583e-2 |
| 22,500 | 1.1165e-2 |
| 23,000 | 1.0703e-2 |
| 23,500 | 1.1452e-2 |
| 24,000 | 1.2837e-2 |
| 24,500 | 1.0316e-2 |
| 25,000 | 9.8030e-3 |
| 25,500 | 1.0707e-2 |
| 26,000 | 9.9096e-3 |
| 26,500 | 1.1887e-2 |
| 27,000 | 1.3398e-2 |
| 27,500 | 1.1013e-2 |
| 28,000 | 1.1540e-2 |
| 28,500 | 1.1383e-2 |
| 29,000 | 1.2183e-2 |
| 29,500 | 1.3975e-2 |
| 30,000 | 1.0735e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。