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exp_159_audit_baseline
Stoppedml-02Started —
26.4 dB
Train PSNR
Momentum
Accelerating
Strong avg PSNR gain: +2.0 dB / 5K steps
PSNR Δ5K: +1.98 dB
Gaussian growth: +179,983
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (18 checkpoints analyzed)
SSIM
0.799
Blur Ratio
0.599
Edge Preservation
0.642
Expression Fidelity
1.000
Progress
0%
35,200 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 35,2000 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 34Kml-02
— · Step 34K
exp 159 audit baseline
ml-02
—
MM
37
/100
24.1 dB
Step 32Kml-02
— · Step 32K
exp 159 audit baseline
ml-02
—
MM
48
/100
27.6 dB
Step 30Kml-02
— · Step 30K
exp 159 audit baseline
ml-02
—
MM
19
/100
20.6 dB
Step 28Kml-02
— · Step 28K
exp 159 audit baseline
ml-02
—
MM
37
/100
24.4 dB
Step 26Kml-02
— · Step 26K
exp 159 audit baseline
ml-02
—
MM
33
/100
24.0 dB
Step 24Kml-02
— · Step 24K
exp 159 audit baseline
ml-02
—
MM
44
/100
26.2 dB
Step 22Kml-02
— · Step 22K
exp 159 audit baseline
ml-02
—
MM
12
/100
18.9 dB
Step 20Kml-02
— · Step 20K
exp 159 audit baseline
ml-02
—
MM
37
/100
23.9 dB
Step 18Kml-02
— · Step 18K
exp 159 audit baseline
ml-02
—
MM
36
/100
23.8 dB
Step 16Kml-02
— · Step 16K
exp 159 audit baseline
ml-02
—
MM
31
/100
24.0 dB
Step 14Kml-02
— · Step 14K
exp 159 audit baseline
ml-02
—
MM
38
/100
25.3 dB
Step 12Kml-02
— · Step 12K
exp 159 audit baseline
ml-02
—
MM
41
/100
25.2 dB
Step 10Kml-02
— · Step 10K
exp 159 audit baseline
ml-02
—
MM
25
/100
22.2 dB
Step 8Kml-02
— · Step 8K
exp 159 audit baseline
ml-02
—
MM
23
/100
23.1 dB
Step 6Kml-02
— · Step 6K
exp 159 audit baseline
ml-02
—
MM
16
/100
22.1 dB
Step 4Kml-02
— · Step 4K
exp 159 audit baseline
ml-02
—
MM
18
/100
22.3 dB
Step 2Kml-02
— · Step 2K
exp 159 audit baseline
ml-02
—
MM
4
/100
15.5 dB
Step 1ml-02
— · Step 1
exp 159 audit baseline
ml-02
—
MM
1
/100
1.3 dB
Full Configuration
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