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Run summary · Phase 5
lego-res200-30k
A.12 Resolution scaling 実験 — Lego 200x200 px
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/lego
- 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
23.90dB
Wallclock
23m 41s
Final splats
80,147
Final loss
2.477894e-2
03
描画結果
学習後の eval pipeline から取得した代表視点。
00
01
0204
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。
05
推移
Loss curve — 反復ごとの training loss
Splat count — refine の発火と最終構成
06
中間ログ抜粋
| iter | 本 run loss |
|---|---|
| 1 | 3.4534e-1 |
| 500 | 1.1788e-1 |
| 1,000 | 9.8486e-2 |
| 1,500 | 7.8097e-2 |
| 2,000 | 5.4575e-2 |
| 2,500 | 4.5627e-2 |
| 3,000 | 3.9974e-2 |
| 3,500 | 3.8682e-2 |
| 4,000 | 3.3303e-2 |
| 4,500 | 3.2299e-2 |
| 5,000 | 3.1451e-2 |
| 5,500 | 3.1253e-2 |
| 6,000 | 3.2533e-2 |
| 6,500 | 2.9203e-2 |
| 7,000 | 3.0780e-2 |
| 7,500 | 2.8583e-2 |
| 8,000 | 2.8339e-2 |
| 8,500 | 3.0774e-2 |
| 9,000 | 2.8127e-2 |
| 9,500 | 2.6838e-2 |
| 10,000 | 2.6946e-2 |
| 10,500 | 2.8379e-2 |
| 11,000 | 2.6719e-2 |
| 11,500 | 2.7347e-2 |
| 12,000 | 2.7627e-2 |
| 12,500 | 2.5807e-2 |
| 13,000 | 2.7633e-2 |
| 13,500 | 2.5875e-2 |
| 14,000 | 2.7425e-2 |
| 14,500 | 2.5291e-2 |
| 15,000 | 2.5562e-2 |
| 15,500 | 2.5240e-2 |
| 16,000 | 2.5662e-2 |
| 16,500 | 2.5032e-2 |
| 17,000 | 2.5817e-2 |
| 17,500 | 2.4675e-2 |
| 18,000 | 2.5436e-2 |
| 18,500 | 2.4968e-2 |
| 19,000 | 2.4212e-2 |
| 19,500 | 2.4956e-2 |
| 20,000 | 2.4989e-2 |
| 20,500 | 2.4350e-2 |
| 21,000 | 2.5795e-2 |
| 21,500 | 2.4663e-2 |
| 22,000 | 2.4655e-2 |
| 22,500 | 2.4613e-2 |
| 23,000 | 2.3575e-2 |
| 23,500 | 2.4579e-2 |
| 24,000 | 2.5873e-2 |
| 24,500 | 2.3952e-2 |
| 25,000 | 2.4567e-2 |
| 25,500 | 2.3873e-2 |
| 26,000 | 2.3909e-2 |
| 26,500 | 2.4027e-2 |
| 27,000 | 2.3480e-2 |
| 27,500 | 2.4370e-2 |
| 28,000 | 2.3591e-2 |
| 28,500 | 2.3566e-2 |
| 29,000 | 2.3903e-2 |
| 29,500 | 2.5867e-2 |
| 30,000 | 2.4779e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。