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ReflectIris
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exp_197_smirk_deform

Stoppedml-02

Started —

38.5 dB
Train PSNR
Momentum
Plateau
Avg PSNR gaining slowly (+0.06 dB / 5K steps)
PSNR Δ5K: +0.06 dB
Gaussian growth: +179,984
Loss trend: Decreasing
Visual Analysis
ACCELERATING
All visual metrics improving (21 checkpoints analyzed)
SSIM
0.733
Blur Ratio
0.263
Edge Preservation
0.442
Expression Fidelity
1.000
Progress
0%
40,950 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 40,9500 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

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Full Configuration
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