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exp_174_expr_opacity
Stoppedml-02Started —
28.3 dB
Train PSNR
Momentum
Healthy
Avg PSNR improving +0.60 dB / 5K steps (28.0 dB)
PSNR Δ5K: +0.60 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
STALLStill very blurry at step 32000 (blur_ratio=0.140) (17 checkpoints analyzed)
SSIM
0.884
Blur Ratio
0.140
Edge Preservation
0.444
Expression Fidelity
1.000
Progress
0%
32,450 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 32,4500 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 32Kml-02
— · Step 32K
exp 174 expr opacity
ml-02
—
MM
31
/100
28.1 dB
Step 30Kml-02
— · Step 30K
exp 174 expr opacity
ml-02
—
MM
28
/100
27.1 dB
Step 28Kml-02
— · Step 28K
exp 174 expr opacity
ml-02
—
MM
32
/100
29.3 dB
Step 26Kml-02
— · Step 26K
exp 174 expr opacity
ml-02
—
MM
21
/100
25.4 dB
Step 24Kml-02
— · Step 24K
exp 174 expr opacity
ml-02
—
MM
19
/100
24.2 dB
Step 22Kml-02
— · Step 22K
exp 174 expr opacity
ml-02
—
MM
31
/100
28.6 dB
Step 20Kml-02
— · Step 20K
exp 174 expr opacity
ml-02
—
MM
29
/100
28.0 dB
Step 18Kml-02
— · Step 18K
exp 174 expr opacity
ml-02
—
MM
27
/100
27.8 dB
Step 16Kml-02
— · Step 16K
exp 174 expr opacity
ml-02
—
MM
31
/100
28.9 dB
Step 14Kml-02
— · Step 14K
exp 174 expr opacity
ml-02
—
MM
27
/100
27.7 dB
Step 12Kml-02
— · Step 12K
exp 174 expr opacity
ml-02
—
MM
22
/100
26.5 dB
Step 10Kml-02
— · Step 10K
exp 174 expr opacity
ml-02
—
MM
19
/100
24.2 dB
Step 8Kml-02
— · Step 8K
exp 174 expr opacity
ml-02
—
MM
22
/100
25.8 dB
Step 6Kml-02
— · Step 6K
exp 174 expr opacity
ml-02
—
MM
23
/100
27.1 dB
Step 4Kml-02
— · Step 4K
exp 174 expr opacity
ml-02
—
MM
18
/100
25.3 dB
Step 2Kml-02
— · Step 2K
exp 174 expr opacity
ml-02
—
MM
12
/100
22.4 dB
Step 1ml-02
— · Step 1
exp 174 expr opacity
ml-02
—
MM
2
/100
10.8 dB
Full Configuration
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