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Run summary · G1 Mip-NeRF 360 実写 Pareto v2 (killer figure #2, before/after tuning)
bicycle-mipnerf-tuned-3m
G1 Mip-NeRF 360 実写 Pareto — bicycle 30k tuned recipe (refine.stop_iter=25000, capacity=3M)
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/mipnerf360/bicycle
- gt_convention
- WhiteBg
- iterations
- 30,000
- seed
- 42
- capacity
- 3,000,000 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
0.00dB
Wallclock
1h 42m 16s
Final splats
483,019
Final loss
2.678816e-1
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 | 3.1847e-1 |
| 500 | 2.2228e-1 |
| 1,000 | 2.3553e-1 |
| 1,500 | 2.3675e-1 |
| 2,000 | 2.4597e-1 |
| 2,500 | 1.9127e-1 |
| 3,000 | 2.0292e-1 |
| 3,500 | 2.8792e-1 |
| 4,000 | 2.5813e-1 |
| 4,500 | 2.3083e-1 |
| 5,000 | 2.0218e-1 |
| 5,500 | 2.1666e-1 |
| 6,000 | 4.4533e-1 |
| 6,500 | 2.8840e-1 |
| 7,000 | 2.5707e-1 |
| 7,500 | 4.5212e-1 |
| 8,000 | 2.6388e-1 |
| 8,500 | 2.1613e-1 |
| 9,000 | 3.6160e-1 |
| 9,500 | 2.5896e-1 |
| 10,000 | 3.9752e-1 |
| 10,500 | 3.5192e-1 |
| 11,000 | 5.6607e-1 |
| 11,500 | 2.8737e-1 |
| 12,000 | 3.6984e-1 |
| 12,500 | 2.4445e-1 |
| 13,000 | 2.0466e-1 |
| 13,500 | 1.9070e-1 |
| 14,000 | 1.9335e-1 |
| 14,500 | 1.8098e-1 |
| 15,000 | 1.9391e-1 |
| 15,500 | 2.5576e-1 |
| 16,000 | 2.0468e-1 |
| 16,500 | 2.2847e-1 |
| 17,000 | 2.2187e-1 |
| 17,500 | 2.8325e-1 |
| 18,000 | 2.9133e-1 |
| 18,500 | 2.2669e-1 |
| 19,000 | 2.3484e-1 |
| 19,500 | 2.2319e-1 |
| 20,000 | 2.9036e-1 |
| 20,500 | 2.7067e-1 |
| 21,000 | 7.7560e-1 |
| 21,500 | 2.9284e-1 |
| 22,000 | 2.3053e-1 |
| 22,500 | 5.5745e-1 |
| 23,000 | 3.1683e-1 |
| 23,500 | 6.3913e-1 |
| 24,000 | 5.9022e-1 |
| 24,500 | 3.0987e-1 |
| 25,000 | 3.2953e-1 |
| 25,500 | 3.3720e-1 |
| 26,000 | 2.7645e-1 |
| 26,500 | 2.1928e-1 |
| 27,000 | 1.9581e-1 |
| 27,500 | 2.4593e-1 |
| 28,000 | 2.4766e-1 |
| 28,500 | 2.1262e-1 |
| 29,000 | 2.0180e-1 |
| 29,500 | 2.2222e-1 |
| 30,000 | 2.6788e-1 |
06
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。