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ReflectIris
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exp_161_clean_cart02

Completecart-02

Started —

28.4 dB
Train PSNR
Momentum
Plateau
Avg PSNR gaining slowly (+0.18 dB / 5K steps)
PSNR Δ5K: +0.18 dB
Gaussian growth: +179,982
Loss trend: Increasing
Visual Analysis
ACCELERATING
All visual metrics improving (31 checkpoints analyzed)
SSIM
0.896
Blur Ratio
0.171
Edge Preservation
0.444
Expression Fidelity
1.000
Progress
0%
60,000 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 60,0000 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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