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Run summary · P1.M5 multi-scene parity
drums-brushcompat-30k
P1.B+F Stage 2 multi-scene: drums brushcompat 30k
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/drums
- 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
26.61dB
Wallclock
2h 24m 29s
Final splats
2,541,761
Final loss
1.151017e-2
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 | 6.0637e-1 |
| 1,000 | 4.8981e-2 |
| 2,000 | 3.0048e-2 |
| 3,000 | 2.3059e-2 |
| 4,000 | 1.9647e-2 |
| 5,000 | 1.7547e-2 |
| 6,000 | 1.6742e-2 |
| 7,000 | 1.5812e-2 |
| 8,000 | 1.5314e-2 |
| 9,000 | 1.4960e-2 |
| 10,000 | 1.4654e-2 |
| 11,000 | 1.4351e-2 |
| 12,000 | 1.4271e-2 |
| 13,000 | 1.4094e-2 |
| 14,000 | 1.4004e-2 |
| 15,000 | 1.3854e-2 |
| 16,000 | 1.3414e-2 |
| 17,000 | 1.3138e-2 |
| 18,000 | 1.2908e-2 |
| 19,000 | 1.2730e-2 |
| 20,000 | 1.2585e-2 |
| 21,000 | 1.2389e-2 |
| 22,000 | 1.2296e-2 |
| 23,000 | 1.2253e-2 |
| 24,000 | 1.2039e-2 |
| 25,000 | 1.1930e-2 |
| 26,000 | 1.1864e-2 |
| 27,000 | 1.1773e-2 |
| 28,000 | 1.1671e-2 |
| 29,000 | 1.1569e-2 |
| 30,000 | 1.1510e-2 |