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exp_120_tight_deform_005
Completeml-02Started —
26.9 dB
Train PSNR
Momentum
Stall
Avg loss trending up (0.1139 → 0.1295)
PSNR Δ5K: -0.18 dB
Gaussian growth: +101,533
Loss trend: Increasing
Visual Analysis
ACCELERATINGAll visual metrics improving (11 checkpoints analyzed)
SSIM
0.828
Blur Ratio
0.568
Edge Preservation
0.712
Expression Fidelity
1.000
Progress
0%
50,000 / 0 steps
Gaussians
121.6K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 50,0000 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
Step 50Kml-02
— · Step 50K
exp 120 tight deform 005
ml-02
—
MM
45
/100
26.9 dB
Step 45Kml-02
— · Step 45K
exp 120 tight deform 005
ml-02
—
MM
40
/100
25.5 dB
Step 40Kml-02
— · Step 40K
exp 120 tight deform 005
ml-02
—
MM
40
/100
25.6 dB
Step 35Kml-02
— · Step 35K
exp 120 tight deform 005
ml-02
—
MM
27
/100
21.3 dB
Step 30Kml-02
— · Step 30K
exp 120 tight deform 005
ml-02
—
MM
37
/100
24.8 dB
Step 25Kml-02
— · Step 25K
exp 120 tight deform 005
ml-02
—
MM
42
/100
25.8 dB
Step 20Kml-02
— · Step 20K
exp 120 tight deform 005
ml-02
—
MM
35
/100
24.3 dB
Step 15Kml-02
— · Step 15K
exp 120 tight deform 005
ml-02
—
MM
42
/100
26.0 dB
Step 10Kml-02
— · Step 10K
exp 120 tight deform 005
ml-02
—
MM
34
/100
24.5 dB
Step 5Kml-02
— · Step 5K
exp 120 tight deform 005
ml-02
—
MM
22
/100
22.1 dB
Step 1ml-02
— · Step 1
exp 120 tight deform 005
ml-02
—
MM
1
/100
1.2 dB
Full Configuration
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