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Run summary · P1 Phase G.5 final Pareto integration
mic-phase-h-validate-12500
Phase H validation: mic @ stop_iter=12500 (Lego sweet spot が scene-dependent か検証) variant (early stop + SH progressive)
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/mic
- gt_convention
- Premultiplied
- iterations
- 12,500
- 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
30.35dB
Wallclock
9m 18s
Final splats
298,291
Final loss
4.161684e-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 | 6.4461e-1 |
| 1,000 | 2.9030e-2 |
| 2,000 | 1.2905e-2 |
| 3,000 | 8.8516e-3 |
| 4,000 | 7.2803e-3 |
| 5,000 | 6.3909e-3 |
| 6,000 | 5.6023e-3 |
| 7,000 | 4.6105e-3 |
| 8,000 | 4.3448e-3 |
| 9,000 | 4.3819e-3 |
| 10,000 | 4.1181e-3 |
| 11,000 | 4.1258e-3 |
| 12,000 | 4.1095e-3 |
| 12,500 | 4.1617e-3 |