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Run summary · Phase 5
lego-cap100000-30k
E.6 capacity scaling: lego sh3 30k capacity=100000 (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
- 100,000 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
24.88dB
Wallclock
21m 22s
Final splats
81,325
Final loss
2.387824e-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 | 9.7745e-2 |
| 1,500 | 8.1642e-2 |
| 2,000 | 5.7827e-2 |
| 2,500 | 4.6790e-2 |
| 3,000 | 4.2015e-2 |
| 3,500 | 3.8441e-2 |
| 4,000 | 3.6746e-2 |
| 4,500 | 3.3014e-2 |
| 5,000 | 3.2390e-2 |
| 5,500 | 3.1201e-2 |
| 6,000 | 2.9737e-2 |
| 6,500 | 2.9914e-2 |
| 7,000 | 2.8972e-2 |
| 7,500 | 2.8794e-2 |
| 8,000 | 2.9588e-2 |
| 8,500 | 2.7823e-2 |
| 9,000 | 2.7934e-2 |
| 9,500 | 2.7682e-2 |
| 10,000 | 2.6685e-2 |
| 10,500 | 2.6545e-2 |
| 11,000 | 2.7776e-2 |
| 11,500 | 2.5666e-2 |
| 12,000 | 2.5442e-2 |
| 12,500 | 2.5356e-2 |
| 13,000 | 2.6523e-2 |
| 13,500 | 2.7492e-2 |
| 14,000 | 2.6911e-2 |
| 14,500 | 2.5792e-2 |
| 15,000 | 2.5593e-2 |
| 15,500 | 2.4739e-2 |
| 16,000 | 2.5244e-2 |
| 16,500 | 2.5446e-2 |
| 17,000 | 2.5543e-2 |
| 17,500 | 2.5465e-2 |
| 18,000 | 2.4338e-2 |
| 18,500 | 2.5562e-2 |
| 19,000 | 2.7105e-2 |
| 19,500 | 2.7408e-2 |
| 20,000 | 2.4733e-2 |
| 20,500 | 2.4414e-2 |
| 21,000 | 2.5307e-2 |
| 21,500 | 2.3786e-2 |
| 22,000 | 2.4327e-2 |
| 22,500 | 2.5127e-2 |
| 23,000 | 2.4807e-2 |
| 23,500 | 2.6547e-2 |
| 24,000 | 2.4824e-2 |
| 24,500 | 2.4631e-2 |
| 25,000 | 2.4600e-2 |
| 25,500 | 2.3745e-2 |
| 26,000 | 2.4723e-2 |
| 26,500 | 2.5792e-2 |
| 27,000 | 2.4608e-2 |
| 27,500 | 2.4943e-2 |
| 28,000 | 2.3862e-2 |
| 28,500 | 2.4414e-2 |
| 29,000 | 2.4376e-2 |
| 29,500 | 2.4112e-2 |
| 30,000 | 2.3878e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。