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exp_136_no_deform_80k
Stoppedml-02Started —
25.3 dB
Train PSNR
Momentum
Healthy
Avg PSNR improving +0.72 dB / 5K steps (24.3 dB)
PSNR Δ5K: +0.72 dB
Gaussian growth: +194,896
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (13 checkpoints analyzed)
SSIM
0.776
Blur Ratio
0.525
Edge Preservation
0.591
Expression Fidelity
0.905
Progress
0%
61,900 / 0 steps
Gaussians
214.9K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 61,9000 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 60Kml-02
— · Step 60K
exp 136 no deform 80k
ml-02
—
MM
31
/100
22.4 dB
Step 55Kml-02
— · Step 55K
exp 136 no deform 80k
ml-02
—
MM
43
/100
25.9 dB
Step 50Kml-02
— · Step 50K
exp 136 no deform 80k
ml-02
—
MM
41
/100
25.5 dB
Step 45Kml-02
— · Step 45K
exp 136 no deform 80k
ml-02
—
MM
42
/100
25.5 dB
Step 40Kml-02
— · Step 40K
exp 136 no deform 80k
ml-02
—
MM
6
/100
15.3 dB
Step 35Kml-02
— · Step 35K
exp 136 no deform 80k
ml-02
—
MM
39
/100
25.1 dB
Step 30Kml-02
— · Step 30K
exp 136 no deform 80k
ml-02
—
MM
43
/100
25.9 dB
Step 25Kml-02
— · Step 25K
exp 136 no deform 80k
ml-02
—
MM
36
/100
24.8 dB
Step 20Kml-02
— · Step 20K
exp 136 no deform 80k
ml-02
—
MM
17
/100
21.8 dB
Step 15Kml-02
— · Step 15K
exp 136 no deform 80k
ml-02
—
MM
25
/100
23.0 dB
Step 10Kml-02
— · Step 10K
exp 136 no deform 80k
ml-02
—
MM
29
/100
24.1 dB
Step 5Kml-02
— · Step 5K
exp 136 no deform 80k
ml-02
—
MM
16
/100
22.0 dB
Step 1ml-02
— · Step 1
exp 136 no deform 80k
ml-02
—
MM
1
/100
1.3 dB
Full Configuration
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