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Run summary · P1 Phase G.5 final Pareto integration
lego-phase-g1g3-stacked-15k
Phase G.1+G.3 stacked variant (early stop + SH progressive)
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/lego
- gt_convention
- Premultiplied
- iterations
- 15,000
- 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
36.25dB
Wallclock
16m 12s
Final splats
427,882
Final loss
5.346363e-3
03
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。
04
推移
Loss curve — 反復ごとの training loss
Splat count — refine の発火と最終構成
05
中間ログ抜粋
| iter | 本 run loss |
|---|---|
| 1 | 5.9385e-1 |
| 1,000 | 5.4643e-2 |
| 2,000 | 1.3671e-2 |
| 3,000 | 8.3852e-3 |
| 4,000 | 7.4377e-3 |
| 5,000 | 6.5985e-3 |
| 6,000 | 6.2017e-3 |
| 7,000 | 5.9297e-3 |
| 8,000 | 5.7881e-3 |
| 9,000 | 5.6892e-3 |
| 10,000 | 5.5824e-3 |
| 11,000 | 5.4830e-3 |
| 12,000 | 5.4592e-3 |
| 13,000 | 5.3166e-3 |
| 14,000 | 5.3815e-3 |
| 15,000 | 5.3464e-3 |
06
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。