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ReflectIris
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exp_199_smirk_opacity

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Started —

33.0 dB
Train PSNR
Momentum
Accelerating
Strong avg PSNR gain: +2.6 dB / 5K steps
PSNR Δ5K: +2.59 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
ACCELERATING
All visual metrics improving (13 checkpoints analyzed)
SSIM
0.551
Blur Ratio
0.333
Edge Preservation
0.487
Expression Fidelity
0.497
Progress
0%
25,400 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 25,4000 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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