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Run summary · Phase 5
lego-variance-trial3-30k
A.10 variance baseline trial 3/3 (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
25.24dB
Wallclock
22m 20s
Final splats
86,423
Final loss
2.403272e-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 | 9.8851e-2 |
| 1,500 | 8.2363e-2 |
| 2,000 | 5.7719e-2 |
| 2,500 | 4.9190e-2 |
| 3,000 | 4.2799e-2 |
| 3,500 | 4.1643e-2 |
| 4,000 | 3.7075e-2 |
| 4,500 | 3.5924e-2 |
| 5,000 | 3.4551e-2 |
| 5,500 | 3.2477e-2 |
| 6,000 | 3.0382e-2 |
| 6,500 | 2.9882e-2 |
| 7,000 | 2.9446e-2 |
| 7,500 | 2.9486e-2 |
| 8,000 | 2.9474e-2 |
| 8,500 | 2.8171e-2 |
| 9,000 | 2.7167e-2 |
| 9,500 | 2.7320e-2 |
| 10,000 | 2.7472e-2 |
| 10,500 | 2.7377e-2 |
| 11,000 | 2.6002e-2 |
| 11,500 | 2.5865e-2 |
| 12,000 | 2.8014e-2 |
| 12,500 | 2.7631e-2 |
| 13,000 | 2.6532e-2 |
| 13,500 | 2.5794e-2 |
| 14,000 | 2.5226e-2 |
| 14,500 | 2.6246e-2 |
| 15,000 | 2.5568e-2 |
| 15,500 | 2.5157e-2 |
| 16,000 | 2.5737e-2 |
| 16,500 | 2.4386e-2 |
| 17,000 | 2.5562e-2 |
| 17,500 | 2.6617e-2 |
| 18,000 | 2.3857e-2 |
| 18,500 | 2.4373e-2 |
| 19,000 | 2.4547e-2 |
| 19,500 | 2.3853e-2 |
| 20,000 | 2.4890e-2 |
| 20,500 | 2.5120e-2 |
| 21,000 | 2.5155e-2 |
| 21,500 | 2.3711e-2 |
| 22,000 | 2.5785e-2 |
| 22,500 | 2.4594e-2 |
| 23,000 | 2.4574e-2 |
| 23,500 | 2.4940e-2 |
| 24,000 | 2.4289e-2 |
| 24,500 | 2.4040e-2 |
| 25,000 | 2.3873e-2 |
| 25,500 | 2.3379e-2 |
| 26,000 | 2.4119e-2 |
| 26,500 | 2.4527e-2 |
| 27,000 | 2.3641e-2 |
| 27,500 | 2.4101e-2 |
| 28,000 | 2.3958e-2 |
| 28,500 | 2.2767e-2 |
| 29,000 | 2.3902e-2 |
| 29,500 | 2.4771e-2 |
| 30,000 | 2.4033e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。