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Run summary · P1 Phase G.3 30k validation
lego-phase-g3-sh-progressive-30k
Phase G.3 SH progressive 30k full validation
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/lego
- gt_convention
- Premultiplied
- 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
36.38dB
Wallclock
41m 7s
Final splats
487,741
Final loss
4.982112e-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 | 5.9384e-1 |
| 1,000 | 5.4110e-2 |
| 2,000 | 1.3073e-2 |
| 3,000 | 8.1657e-3 |
| 4,000 | 7.3290e-3 |
| 5,000 | 6.5205e-3 |
| 6,000 | 6.1826e-3 |
| 7,000 | 5.9760e-3 |
| 8,000 | 5.7886e-3 |
| 9,000 | 5.7012e-3 |
| 10,000 | 5.5247e-3 |
| 11,000 | 5.4703e-3 |
| 12,000 | 5.3623e-3 |
| 13,000 | 5.2918e-3 |
| 14,000 | 5.3074e-3 |
| 15,000 | 5.2579e-3 |
| 16,000 | 5.2099e-3 |
| 17,000 | 5.1693e-3 |
| 18,000 | 5.1780e-3 |
| 19,000 | 5.1730e-3 |
| 20,000 | 5.1280e-3 |
| 21,000 | 5.0385e-3 |
| 22,000 | 5.0511e-3 |
| 23,000 | 5.0520e-3 |
| 24,000 | 5.0442e-3 |
| 25,000 | 4.9908e-3 |
| 26,000 | 4.9848e-3 |
| 27,000 | 4.9773e-3 |
| 28,000 | 4.9313e-3 |
| 29,000 | 4.9907e-3 |
| 30,000 | 4.9821e-3 |
06
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。