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Run summary · P1.M5 multi-scene parity (低 wallclock + 低 splats 版)
chair-brushcompat-opacdecay-30k
P1.D multi-scene re-chain: chair brushcompat + opacity_decay 30k
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/chair
- 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
35.81dB
Wallclock
58m 58s
Final splats
800,645
Final loss
4.113333e-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 | 6.0968e-1 |
| 1,000 | 4.5370e-2 |
| 2,000 | 1.2488e-2 |
| 3,000 | 8.0889e-3 |
| 4,000 | 6.9708e-3 |
| 5,000 | 6.4292e-3 |
| 6,000 | 6.0667e-3 |
| 7,000 | 5.8310e-3 |
| 8,000 | 5.6059e-3 |
| 9,000 | 5.4506e-3 |
| 10,000 | 5.2875e-3 |
| 11,000 | 5.1218e-3 |
| 12,000 | 5.0714e-3 |
| 13,000 | 4.9512e-3 |
| 14,000 | 4.8691e-3 |
| 15,000 | 4.7707e-3 |
| 16,000 | 4.7087e-3 |
| 17,000 | 4.6533e-3 |
| 18,000 | 4.5861e-3 |
| 19,000 | 4.5306e-3 |
| 20,000 | 4.4553e-3 |
| 21,000 | 4.4162e-3 |
| 22,000 | 4.3896e-3 |
| 23,000 | 4.3282e-3 |
| 24,000 | 4.3070e-3 |
| 25,000 | 4.2892e-3 |
| 26,000 | 4.2296e-3 |
| 27,000 | 4.2038e-3 |
| 28,000 | 4.1837e-3 |
| 29,000 | 4.1419e-3 |
| 30,000 | 4.1133e-3 |
06
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。