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Run summary · P1.M5 multi-scene parity
ficus-brushcompat-30k
P1.B+F Stage 2 multi-scene: ficus brushcompat 30k
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/ficus
- 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
32.95dB
Wallclock
56m 53s
Final splats
879,226
Final loss
4.327362e-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 | 6.5095e-1 |
| 1,000 | 3.1397e-2 |
| 2,000 | 1.3075e-2 |
| 3,000 | 8.8106e-3 |
| 4,000 | 7.4856e-3 |
| 5,000 | 7.0038e-3 |
| 6,000 | 6.7343e-3 |
| 7,000 | 6.4887e-3 |
| 8,000 | 6.3180e-3 |
| 9,000 | 6.1394e-3 |
| 10,000 | 6.0455e-3 |
| 11,000 | 5.9312e-3 |
| 12,000 | 5.7628e-3 |
| 13,000 | 5.6706e-3 |
| 14,000 | 5.5241e-3 |
| 15,000 | 5.3870e-3 |
| 16,000 | 5.2863e-3 |
| 17,000 | 5.1508e-3 |
| 18,000 | 5.0204e-3 |
| 19,000 | 5.0317e-3 |
| 20,000 | 4.8423e-3 |
| 21,000 | 4.8529e-3 |
| 22,000 | 4.7639e-3 |
| 23,000 | 4.7687e-3 |
| 24,000 | 4.6328e-3 |
| 25,000 | 4.5613e-3 |
| 26,000 | 4.4981e-3 |
| 27,000 | 4.4670e-3 |
| 28,000 | 4.4278e-3 |
| 29,000 | 4.4141e-3 |
| 30,000 | 4.3274e-3 |