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Run summary · P1.M5 multi-scene parity
materials-brushcompat-30k
P1.B+F Stage 2 multi-scene: materials brushcompat 30k
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/materials
- 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
28.49dB
Wallclock
1h 29m 9s
Final splats
1,229,758
Final loss
5.569754e-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 | 6.0860e-1 |
| 1,000 | 4.5928e-2 |
| 2,000 | 2.3415e-2 |
| 3,000 | 1.7120e-2 |
| 4,000 | 1.4706e-2 |
| 5,000 | 1.3406e-2 |
| 6,000 | 1.2376e-2 |
| 7,000 | 1.1555e-2 |
| 8,000 | 1.0912e-2 |
| 9,000 | 1.0438e-2 |
| 10,000 | 9.8271e-3 |
| 11,000 | 9.3924e-3 |
| 12,000 | 9.0002e-3 |
| 13,000 | 8.6873e-3 |
| 14,000 | 8.3890e-3 |
| 15,000 | 8.1669e-3 |
| 16,000 | 7.7430e-3 |
| 17,000 | 7.4198e-3 |
| 18,000 | 7.1883e-3 |
| 19,000 | 6.9634e-3 |
| 20,000 | 6.7929e-3 |
| 21,000 | 6.6358e-3 |
| 22,000 | 6.4908e-3 |
| 23,000 | 6.3128e-3 |
| 24,000 | 6.2836e-3 |
| 25,000 | 6.1853e-3 |
| 26,000 | 5.9993e-3 |
| 27,000 | 5.9039e-3 |
| 28,000 | 5.8153e-3 |
| 29,000 | 5.6982e-3 |
| 30,000 | 5.5698e-3 |