R
ReflectIris
← Back to Training Runs

exp_177_expr_gv_combined

Stoppedcart-02

Started —

28.3 dB
Train PSNR
Momentum
Plateau
Post-densification, limited improvement in avg PSNR
PSNR Δ5K: +0.37 dB
Gaussian growth: +179,982
Loss trend: Increasing
Visual Analysis
STALL
Still very blurry at step 76000 (blur_ratio=0.135) (39 checkpoints analyzed)
SSIM
0.844
Blur Ratio
0.135
Edge Preservation
0.405
Expression Fidelity
1.000
Progress
0%
77,800 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 77,8000 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 76Kcart-02
— ·
Step 74Kcart-02
— ·
Step 72Kcart-02
— ·
Step 70Kcart-02
— ·
Step 68Kcart-02
— ·
Step 66Kcart-02
— ·
Step 64Kcart-02
— ·
Step 62Kcart-02
— ·
Step 60Kcart-02
— ·
Step 58Kcart-02
— ·
Step 56Kcart-02
— ·
Step 54Kcart-02
— ·
Step 52Kcart-02
— ·
Step 50Kcart-02
— ·
Step 48Kcart-02
— ·
Step 46Kcart-02
— ·
Step 44Kcart-02
— ·
Step 42Kcart-02
— ·
Step 40Kcart-02
— ·
Step 38Kcart-02
— ·
Step 36Kcart-02
— ·
Step 34Kcart-02
— ·
Step 32Kcart-02
— ·
Step 30Kcart-02
— ·
Step 28Kcart-02
— ·
Step 26Kcart-02
— ·
Step 24Kcart-02
— ·
Step 22Kcart-02
— ·
Step 20Kcart-02
— ·
Step 18Kcart-02
— ·
Step 16Kcart-02
— ·
Step 14Kcart-02
— ·
Step 12Kcart-02
— ·
Step 10Kcart-02
— ·
Step 8Kcart-02
— ·
Step 6Kcart-02
— ·
Step 4Kcart-02
— ·
Step 2Kcart-02
— ·
Step 1cart-02
— ·
Full Configuration
{}