01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/mic
- 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
15.03dB
Wallclock
22m 13s
Final splats
31,901
Final loss
2.961948e-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 | 3.3661e-1 |
| 500 | 7.5626e-2 |
| 1,000 | 7.4825e-2 |
| 1,500 | 6.5521e-2 |
| 2,000 | 4.6440e-2 |
| 2,500 | 4.1547e-2 |
| 3,000 | 3.9559e-2 |
| 3,500 | 3.8547e-2 |
| 4,000 | 3.6963e-2 |
| 4,500 | 3.6249e-2 |
| 5,000 | 3.7476e-2 |
| 5,500 | 3.5426e-2 |
| 6,000 | 3.4652e-2 |
| 6,500 | 3.4555e-2 |
| 7,000 | 3.5323e-2 |
| 7,500 | 3.4407e-2 |
| 8,000 | 3.4897e-2 |
| 8,500 | 3.4674e-2 |
| 9,000 | 3.4865e-2 |
| 9,500 | 3.3683e-2 |
| 10,000 | 3.3222e-2 |
| 10,500 | 3.3201e-2 |
| 11,000 | 3.3523e-2 |
| 11,500 | 3.2352e-2 |
| 12,000 | 3.2720e-2 |
| 12,500 | 3.1790e-2 |
| 13,000 | 3.1800e-2 |
| 13,500 | 3.1517e-2 |
| 14,000 | 3.2308e-2 |
| 14,500 | 3.1535e-2 |
| 15,000 | 3.0780e-2 |
| 15,500 | 3.1560e-2 |
| 16,000 | 3.0535e-2 |
| 16,500 | 3.1105e-2 |
| 17,000 | 3.0780e-2 |
| 17,500 | 3.1986e-2 |
| 18,000 | 3.1800e-2 |
| 18,500 | 2.9848e-2 |
| 19,000 | 3.0105e-2 |
| 19,500 | 2.9568e-2 |
| 20,000 | 2.9953e-2 |
| 20,500 | 3.0127e-2 |
| 21,000 | 3.0405e-2 |
| 21,500 | 2.9601e-2 |
| 22,000 | 2.9482e-2 |
| 22,500 | 2.9814e-2 |
| 23,000 | 2.9241e-2 |
| 23,500 | 2.9452e-2 |
| 24,000 | 3.1029e-2 |
| 24,500 | 2.9877e-2 |
| 25,000 | 2.9399e-2 |
| 25,500 | 2.8477e-2 |
| 26,000 | 3.1032e-2 |
| 26,500 | 2.8454e-2 |
| 27,000 | 2.9161e-2 |
| 27,500 | 2.8801e-2 |
| 28,000 | 2.9529e-2 |
| 28,500 | 2.9873e-2 |
| 29,000 | 2.8838e-2 |
| 29,500 | 2.9397e-2 |
| 30,000 | 2.9619e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。