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Run summary · Phase 5
lego-cap500000-30k
E.6 capacity scaling: lego sh3 30k capacity=500000 (モバイル制約下の最適 capacity 探索)
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/lego
- iterations
- 30,000
- seed
- 42
- capacity
- 500,000 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
25.12dB
Wallclock
21m 28s
Final splats
80,883
Final loss
2.373877e-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 | 9.8688e-2 |
| 1,500 | 8.4617e-2 |
| 2,000 | 5.6764e-2 |
| 2,500 | 4.5869e-2 |
| 3,000 | 4.0960e-2 |
| 3,500 | 3.7667e-2 |
| 4,000 | 3.4208e-2 |
| 4,500 | 3.2527e-2 |
| 5,000 | 3.2515e-2 |
| 5,500 | 3.0112e-2 |
| 6,000 | 3.0210e-2 |
| 6,500 | 2.9471e-2 |
| 7,000 | 2.9383e-2 |
| 7,500 | 2.8598e-2 |
| 8,000 | 2.7988e-2 |
| 8,500 | 2.8669e-2 |
| 9,000 | 2.6664e-2 |
| 9,500 | 2.6669e-2 |
| 10,000 | 2.6385e-2 |
| 10,500 | 2.8117e-2 |
| 11,000 | 2.6973e-2 |
| 11,500 | 2.6096e-2 |
| 12,000 | 2.5188e-2 |
| 12,500 | 2.7232e-2 |
| 13,000 | 2.6307e-2 |
| 13,500 | 2.5007e-2 |
| 14,000 | 2.4634e-2 |
| 14,500 | 2.5202e-2 |
| 15,000 | 2.4530e-2 |
| 15,500 | 2.5032e-2 |
| 16,000 | 2.4922e-2 |
| 16,500 | 2.5062e-2 |
| 17,000 | 2.4946e-2 |
| 17,500 | 2.7631e-2 |
| 18,000 | 2.4538e-2 |
| 18,500 | 2.5458e-2 |
| 19,000 | 2.5399e-2 |
| 19,500 | 2.4253e-2 |
| 20,000 | 2.6410e-2 |
| 20,500 | 2.4172e-2 |
| 21,000 | 2.5421e-2 |
| 21,500 | 2.4818e-2 |
| 22,000 | 2.5707e-2 |
| 22,500 | 2.4035e-2 |
| 23,000 | 2.5125e-2 |
| 23,500 | 2.5337e-2 |
| 24,000 | 2.4366e-2 |
| 24,500 | 2.4072e-2 |
| 25,000 | 2.4707e-2 |
| 25,500 | 2.4491e-2 |
| 26,000 | 2.4179e-2 |
| 26,500 | 2.4546e-2 |
| 27,000 | 2.4214e-2 |
| 27,500 | 2.4526e-2 |
| 28,000 | 2.4236e-2 |
| 28,500 | 2.3805e-2 |
| 29,000 | 2.4127e-2 |
| 29,500 | 2.4564e-2 |
| 30,000 | 2.3739e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。