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Run summary · Phase 5
drums-batched-30k
A.7 × multi-scene: drums 30k with SPLAT_BATCHED_FORWARD=1
partial pass
01
設定
- dataset
- /Users/otkrickey/dev/3dgs-workspace/datasets/nerf_synthetic/drums
- 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
17.90dB
Wallclock
20m 43s
Final splats
64,575
Final loss
3.056230e-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 | 2.8930e-1 |
| 500 | 8.0529e-2 |
| 1,000 | 7.6965e-2 |
| 1,500 | 6.4047e-2 |
| 2,000 | 4.4541e-2 |
| 2,500 | 4.0467e-2 |
| 3,000 | 3.8400e-2 |
| 3,500 | 3.7763e-2 |
| 4,000 | 3.7069e-2 |
| 4,500 | 3.6159e-2 |
| 5,000 | 3.6687e-2 |
| 5,500 | 3.5464e-2 |
| 6,000 | 3.5520e-2 |
| 6,500 | 3.5191e-2 |
| 7,000 | 3.5424e-2 |
| 7,500 | 3.3502e-2 |
| 8,000 | 3.3995e-2 |
| 8,500 | 3.3569e-2 |
| 9,000 | 3.3802e-2 |
| 9,500 | 3.3155e-2 |
| 10,000 | 3.3071e-2 |
| 10,500 | 3.2646e-2 |
| 11,000 | 3.2932e-2 |
| 11,500 | 3.2680e-2 |
| 12,000 | 3.4832e-2 |
| 12,500 | 3.1920e-2 |
| 13,000 | 3.2043e-2 |
| 13,500 | 3.1304e-2 |
| 14,000 | 3.2474e-2 |
| 14,500 | 3.1305e-2 |
| 15,000 | 3.2579e-2 |
| 15,500 | 3.1532e-2 |
| 16,000 | 3.1134e-2 |
| 16,500 | 3.1423e-2 |
| 17,000 | 3.0983e-2 |
| 17,500 | 3.1344e-2 |
| 18,000 | 3.1870e-2 |
| 18,500 | 3.0809e-2 |
| 19,000 | 3.1432e-2 |
| 19,500 | 3.0785e-2 |
| 20,000 | 3.1333e-2 |
| 20,500 | 2.9864e-2 |
| 21,000 | 3.0796e-2 |
| 21,500 | 3.1802e-2 |
| 22,000 | 3.0996e-2 |
| 22,500 | 3.0281e-2 |
| 23,000 | 3.2167e-2 |
| 23,500 | 3.0795e-2 |
| 24,000 | 3.0740e-2 |
| 24,500 | 3.0321e-2 |
| 25,000 | 3.0484e-2 |
| 25,500 | 3.0720e-2 |
| 26,000 | 3.0470e-2 |
| 26,500 | 3.0583e-2 |
| 27,000 | 3.0518e-2 |
| 27,500 | 3.0404e-2 |
| 28,000 | 3.0573e-2 |
| 28,500 | 3.0094e-2 |
| 29,000 | 3.0297e-2 |
| 29,500 | 3.0437e-2 |
| 30,000 | 3.0562e-2 |
07
関連 finding
この run を related_runs に含む finding (Positive / Negative どちらも)。