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Run summary · Phase 5
lego-res800-30k
A.12 Resolution scaling 実験 — Lego 800x800 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
24.96dB
Wallclock
22m 38s
Final splats
81,945
Final loss
2.505153e-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 | 9.9917e-2 |
| 1,500 | 8.3459e-2 |
| 2,000 | 5.9695e-2 |
| 2,500 | 5.1315e-2 |
| 3,000 | 4.5890e-2 |
| 3,500 | 4.3811e-2 |
| 4,000 | 4.1583e-2 |
| 4,500 | 3.6777e-2 |
| 5,000 | 3.5199e-2 |
| 5,500 | 3.5519e-2 |
| 6,000 | 3.2975e-2 |
| 6,500 | 3.3354e-2 |
| 7,000 | 3.1687e-2 |
| 7,500 | 3.2205e-2 |
| 8,000 | 2.8469e-2 |
| 8,500 | 2.9768e-2 |
| 9,000 | 2.9556e-2 |
| 9,500 | 2.8746e-2 |
| 10,000 | 2.9570e-2 |
| 10,500 | 2.7332e-2 |
| 11,000 | 2.8320e-2 |
| 11,500 | 2.6300e-2 |
| 12,000 | 2.5989e-2 |
| 12,500 | 2.7085e-2 |
| 13,000 | 2.6839e-2 |
| 13,500 | 2.6499e-2 |
| 14,000 | 2.7236e-2 |
| 14,500 | 2.6624e-2 |
| 15,000 | 2.6078e-2 |
| 15,500 | 2.6257e-2 |
| 16,000 | 2.4844e-2 |
| 16,500 | 2.5209e-2 |
| 17,000 | 2.5994e-2 |
| 17,500 | 2.7035e-2 |
| 18,000 | 2.5411e-2 |
| 18,500 | 2.5913e-2 |
| 19,000 | 2.6382e-2 |
| 19,500 | 2.5017e-2 |
| 20,000 | 2.5478e-2 |
| 20,500 | 2.5305e-2 |
| 21,000 | 2.5216e-2 |
| 21,500 | 2.5627e-2 |
| 22,000 | 2.4584e-2 |
| 22,500 | 2.4542e-2 |
| 23,000 | 2.5812e-2 |
| 23,500 | 2.4895e-2 |
| 24,000 | 2.4657e-2 |
| 24,500 | 2.5479e-2 |
| 25,000 | 2.3930e-2 |
| 25,500 | 2.5503e-2 |
| 26,000 | 2.4121e-2 |
| 26,500 | 2.4872e-2 |
| 27,000 | 2.4881e-2 |
| 27,500 | 2.4620e-2 |
| 28,000 | 2.5779e-2 |
| 28,500 | 2.5943e-2 |
| 29,000 | 2.4156e-2 |
| 29,500 | 2.4513e-2 |
| 30,000 | 2.5052e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。