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exp_192_cnn_deform
Stoppedml-02Started —
28.8 dB
Train PSNR
Momentum
Accelerating
Strong avg PSNR gain: +5.6 dB / 5K steps
PSNR Δ5K: +5.61 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
STALLVisual quality plateaued (SSIM range 0.0074 over last 3 checkpoints) (46 checkpoints analyzed)
SSIM
0.888
Blur Ratio
0.403
Edge Preservation
0.529
Expression Fidelity
1.000
Progress
0%
8,300 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 8,3000 total
densify
Training Metrics
Train + Val PSNR (dB) — Higher is Better
Training Loss — Lower is Better
Gaussian Count — Grows During Densification
Training Speed (iterations/sec) & GPU Memory (GB)
Visual Progress
Step 90Kml-02
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Step 88Kml-02
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Step 86Kml-02
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Step 84Kml-02
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Step 82Kml-02
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Step 80Kml-02
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Step 78Kml-02
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Step 76Kml-02
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Step 74Kml-02
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Step 72Kml-02
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Step 70Kml-02
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Step 68Kml-02
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Step 66Kml-02
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Step 64Kml-02
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Step 62Kml-02
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Step 60Kml-02
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Step 58Kml-02
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Step 56Kml-02
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Step 54Kml-02
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Step 52Kml-02
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Step 50Kml-02
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Step 48Kml-02
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Step 46Kml-02
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Step 44Kml-02
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Step 42Kml-02
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Step 40Kml-02
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Step 38Kml-02
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Step 36Kml-02
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Step 34Kml-02
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Step 32Kml-02
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Step 30Kml-02
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Step 28Kml-02
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Step 26Kml-02
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Step 24Kml-02
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Step 22Kml-02
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Step 20Kml-02
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Step 18Kml-02
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Step 16Kml-02
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Step 14Kml-02
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Step 12Kml-02
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Step 10Kml-02
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Step 8Kml-02
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30
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35.6 dB
Step 6Kml-02
— · Step 6K
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25
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29.9 dB
Step 4Kml-02
— · Step 4K
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21
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27.1 dB
Step 2Kml-02
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18
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25.5 dB
Step 1ml-02
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2
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12.3 dB
Full Configuration
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