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Run summary · Phase 5
lego-variance-trial2-30k
A.10 variance baseline trial 2/3 (seed=42 固定で GPU 非決定性のみ観測)
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
24.36dB
Wallclock
22m 0s
Final splats
83,079
Final loss
2.422676e-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 | 9.9908e-2 |
| 1,500 | 7.9209e-2 |
| 2,000 | 5.2421e-2 |
| 2,500 | 4.3178e-2 |
| 3,000 | 3.9144e-2 |
| 3,500 | 3.6723e-2 |
| 4,000 | 3.2961e-2 |
| 4,500 | 3.1095e-2 |
| 5,000 | 3.0567e-2 |
| 5,500 | 3.0237e-2 |
| 6,000 | 2.9670e-2 |
| 6,500 | 2.8947e-2 |
| 7,000 | 2.8192e-2 |
| 7,500 | 2.7908e-2 |
| 8,000 | 2.7478e-2 |
| 8,500 | 2.6575e-2 |
| 9,000 | 2.6197e-2 |
| 9,500 | 2.6542e-2 |
| 10,000 | 2.7094e-2 |
| 10,500 | 2.6081e-2 |
| 11,000 | 2.5854e-2 |
| 11,500 | 2.4841e-2 |
| 12,000 | 2.5968e-2 |
| 12,500 | 2.6461e-2 |
| 13,000 | 2.5569e-2 |
| 13,500 | 2.5429e-2 |
| 14,000 | 2.4560e-2 |
| 14,500 | 2.6521e-2 |
| 15,000 | 2.4477e-2 |
| 15,500 | 2.4624e-2 |
| 16,000 | 2.4407e-2 |
| 16,500 | 2.4209e-2 |
| 17,000 | 2.3467e-2 |
| 17,500 | 2.4929e-2 |
| 18,000 | 2.4803e-2 |
| 18,500 | 2.4132e-2 |
| 19,000 | 2.4013e-2 |
| 19,500 | 2.4878e-2 |
| 20,000 | 2.5856e-2 |
| 20,500 | 2.3460e-2 |
| 21,000 | 2.3849e-2 |
| 21,500 | 2.3262e-2 |
| 22,000 | 2.4590e-2 |
| 22,500 | 2.3482e-2 |
| 23,000 | 2.4368e-2 |
| 23,500 | 2.4045e-2 |
| 24,000 | 2.4830e-2 |
| 24,500 | 2.4304e-2 |
| 25,000 | 2.3285e-2 |
| 25,500 | 2.4349e-2 |
| 26,000 | 2.3193e-2 |
| 26,500 | 2.4096e-2 |
| 27,000 | 2.3188e-2 |
| 27,500 | 2.4444e-2 |
| 28,000 | 2.3472e-2 |
| 28,500 | 2.3188e-2 |
| 29,000 | 2.2688e-2 |
| 29,500 | 2.2857e-2 |
| 30,000 | 2.4227e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。