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Run summary · Phase 5
lego-res400-30k
A.12 Resolution scaling 実験 — Lego 400x400 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
25.48dB
Wallclock
22m 50s
Final splats
83,177
Final loss
2.288872e-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 | 9.6807e-2 |
| 1,500 | 8.0414e-2 |
| 2,000 | 5.4802e-2 |
| 2,500 | 4.4669e-2 |
| 3,000 | 4.0689e-2 |
| 3,500 | 3.4843e-2 |
| 4,000 | 3.4385e-2 |
| 4,500 | 3.2175e-2 |
| 5,000 | 3.0878e-2 |
| 5,500 | 3.1455e-2 |
| 6,000 | 2.9044e-2 |
| 6,500 | 2.8864e-2 |
| 7,000 | 2.9963e-2 |
| 7,500 | 2.9419e-2 |
| 8,000 | 2.7476e-2 |
| 8,500 | 2.6724e-2 |
| 9,000 | 2.9122e-2 |
| 9,500 | 2.6604e-2 |
| 10,000 | 2.7070e-2 |
| 10,500 | 2.6086e-2 |
| 11,000 | 2.6924e-2 |
| 11,500 | 2.7030e-2 |
| 12,000 | 2.7339e-2 |
| 12,500 | 2.5754e-2 |
| 13,000 | 2.5477e-2 |
| 13,500 | 2.5171e-2 |
| 14,000 | 2.5287e-2 |
| 14,500 | 2.5406e-2 |
| 15,000 | 2.5510e-2 |
| 15,500 | 2.5398e-2 |
| 16,000 | 2.6627e-2 |
| 16,500 | 2.5331e-2 |
| 17,000 | 2.4954e-2 |
| 17,500 | 2.4809e-2 |
| 18,000 | 2.4213e-2 |
| 18,500 | 2.4647e-2 |
| 19,000 | 2.7140e-2 |
| 19,500 | 2.5831e-2 |
| 20,000 | 2.5150e-2 |
| 20,500 | 2.4763e-2 |
| 21,000 | 2.4194e-2 |
| 21,500 | 2.3708e-2 |
| 22,000 | 2.5273e-2 |
| 22,500 | 2.4155e-2 |
| 23,000 | 2.5028e-2 |
| 23,500 | 2.3615e-2 |
| 24,000 | 2.2970e-2 |
| 24,500 | 2.3382e-2 |
| 25,000 | 2.5175e-2 |
| 25,500 | 2.4686e-2 |
| 26,000 | 2.4981e-2 |
| 26,500 | 2.4282e-2 |
| 27,000 | 2.6240e-2 |
| 27,500 | 2.3728e-2 |
| 28,000 | 2.3273e-2 |
| 28,500 | 2.4332e-2 |
| 29,000 | 2.3692e-2 |
| 29,500 | 2.4339e-2 |
| 30,000 | 2.2889e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。